diff --git a/.github/workflows/ingestion_client.yaml b/.github/workflows/ingestion_client.yaml
index f1233c672..17fcd85fa 100644
--- a/.github/workflows/ingestion_client.yaml
+++ b/.github/workflows/ingestion_client.yaml
@@ -6,7 +6,33 @@ on:
     paths: ['samples/ingestion/ingestion-client/**', '.github/workflows/ingestion_client.yaml']
 
 jobs:
+  convert_bicep:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Install Azure CLI
+        run: |
+          curl -sL https://aka.ms/InstallAzureCLIDeb | sudo bash
+          az --version
+
+      - name: Install Bicep CLI
+        run: |
+          az bicep install
+          az bicep upgrade
+
+      - name: Convert Bicep to ARM Template
+        run: |
+          az bicep build --file ./samples/ingestion/ingestion-client/infra/main.bicep --outfile ./samples/ingestion/ingestion-client/infra/generated_main.json
+
+      - name: Validate ARM Template
+        run: |
+          if ! cmp -s ./samples/ingestion/ingestion-client/infra/main.json ./samples/ingestion/ingestion-client/infra/generated_main.json; then
+            echo "Generated ARM template does not match the existing main.json. Please update main.json accordingly." >&2
+            exit 1
+          fi
   build:
+    needs: convert_bicep
     runs-on: ubuntu-latest
     outputs:
       releaseversionoutput: ${{ steps.get_release_versions.outputs.version }}
@@ -20,7 +46,7 @@ jobs:
         id: get_release_versions
         run: |
           set -u -e -o pipefail
-          version=$(cat ./samples/ingestion/ingestion-client/Setup/ArmTemplateBatch.json | jq -r .variables.Version)
+          version=$(cat ./samples/ingestion/ingestion-client/infra/main.json | jq -r .variables.Version)
           echo version=$version >> "$GITHUB_OUTPUT"
           echo "Batch template: ${version}"
 
diff --git a/samples/ingestion/ingestion-client/.devcontainer/devcontainer.json b/samples/ingestion/ingestion-client/.devcontainer/devcontainer.json
index 71021a49e..b434ec530 100644
--- a/samples/ingestion/ingestion-client/.devcontainer/devcontainer.json
+++ b/samples/ingestion/ingestion-client/.devcontainer/devcontainer.json
@@ -4,15 +4,21 @@
     "features": {
         "ghcr.io/devcontainers/features/azure-cli:1": {},
         "ghcr.io/devcontainers/features/node:1": {},
-        "ghcr.io/jlaundry/devcontainer-features/azure-functions-core-tools:1": {}
+        "ghcr.io/jlaundry/devcontainer-features/azure-functions-core-tools:1": {},
+        "ghcr.io/devcontainers-contrib/features/pre-commit:2": {},
+        "ghcr.io/rchaganti/vsc-devcontainer-features/azurebicep:1.0.5": {}
     },
+    "postCreateCommand": "pre-commit install",
     "customizations": {
         "vscode": {
             "extensions": [
+                "github.vscode-pull-request-github",
                 "ms-dotnettools.csdevkit",
                 "ms-vscode.azure-account",
                 "ms-azuretools.vscode-azurefunctions",
-                "editorconfig.editorconfig"
+                "editorconfig.editorconfig",
+                "ms-azuretools.vscode-bicep",
+                "ms-dotnettools.vscode-dotnet-runtime"
             ],
             "settings": {
                 "omnisharp.enableRoslynAnalyzers": true,
diff --git a/samples/ingestion/ingestion-client/.pre-commit-config.yaml b/samples/ingestion/ingestion-client/.pre-commit-config.yaml
new file mode 100644
index 000000000..6c87c0473
--- /dev/null
+++ b/samples/ingestion/ingestion-client/.pre-commit-config.yaml
@@ -0,0 +1,12 @@
+repos:
+  - repo: local
+    hooks:
+      - id: bicep
+        name: bicep
+        description: Lint and build Bicep files
+        entry: ./samples/ingestion/ingestion-client/scripts/generate_arm_templates.sh
+        language: script
+        files: \.bicep$
+        require_serial: true
+        args: # Bicep files that we want to generate ARM templates from
+          - -f=./samples/ingestion/ingestion-client/infra/main.bicep
\ No newline at end of file
diff --git a/samples/ingestion/ingestion-client/README.md b/samples/ingestion/ingestion-client/README.md
index 9c37e0f1b..6593b6efc 100644
--- a/samples/ingestion/ingestion-client/README.md
+++ b/samples/ingestion/ingestion-client/README.md
@@ -1,6 +1,6 @@
 # Ingestion Client
 
-<!-- 
+<!--
 Guidelines on README format: https://review.docs.microsoft.com/help/onboard/admin/samples/concepts/readme-template?branch=master
 
 Guidance on onboarding samples to docs.microsoft.com/samples: https://review.docs.microsoft.com/help/onboard/admin/samples/process/onboarding?branch=master
@@ -23,7 +23,7 @@ Outline the file contents of the repository. It helps users navigate the codebas
 | `StartTranscriptionByServiceBus`      | Function to add a new transcription job to the speech service as one-job-per-file.      |
 | `StartTranscriptionByTimer`      | Function to add a new transcription job to the speech service for all files added in a certain period of time.      |
 | `PowerBI`    | Template files and deployment guide for visualizing insights from the accelerator.             |
-| `Setup` | ARM template to setup the project on Azure. |
+| `infra` | Bicep template to setup the project on Azure. |
 | `Tests`       | Unit tests for both functions.                          |
 
 ## Prerequisites
diff --git a/samples/ingestion/ingestion-client/Setup/ArmTemplateBatch.json b/samples/ingestion/ingestion-client/Setup/ArmTemplateBatch.json
deleted file mode 100644
index e6155ef41..000000000
--- a/samples/ingestion/ingestion-client/Setup/ArmTemplateBatch.json
+++ /dev/null
@@ -1,1053 +0,0 @@
-{
-    "$schema": "https://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
-    "contentVersion": "1.0.0.0",
-    "parameters":
-    {
-        "StorageAccount":
-        {
-            "type": "String",
-            "metadata":
-            {
-                "description": "The name of the storage account. It must be unique across all existing storage account names in Azure, between 3 and 24 characters long, and can contain only lowercase letters and numbers."
-            }
-        },
-        "Locale":
-        {
-            "defaultValue": "en-US | English (United States)",
-            "type": "String",
-            "allowedValues": [
-                "ar-BH | Arabic (Bahrain)",
-                "ar-EG | Arabic (Egypt)",
-                "ar-SY | Arabic (Syria)",
-                "ca-ES | Catalan",
-                "da-DK | Danish (Denmark)",
-                "de-DE | German (Germany)",
-                "en-AU | English (Australia)",
-                "en-CA | English (Canada)",
-                "en-GB | English (United Kingdom)",
-                "en-IN | English (India)",
-                "en-NZ | English (New Zealand)",
-                "en-US | English (United States)",
-                "es-ES | Spanish (Spain)",
-                "es-MX | Spanish (Mexico)",
-                "fi-FI | Finnish (Finland)",
-                "fr-CA | French (Canada)",
-                "fr-FR | French (France)",
-                "gu-IN | Gujarati (Indian)",
-                "hi-IN | Hindi (India)",
-                "it-IT | Italian (Italy)",
-                "ja-JP | Japanese (Japan)",
-                "ko-KR | Korean (Korea)",
-                "mr-IN | Marathi (India)",
-                "nb-NO | Norwegian (Bokmål)",
-                "nl-NL | Dutch (Netherlands)",
-                "pl-PL | Polish (Poland)",
-                "pt-BR | Portuguese (Brazil)",
-                "pt-PT | Portuguese (Portugal)",
-                "ru-RU | Russian (Russia)",
-                "sv-SE | Swedish (Sweden)",
-                "ta-IN | Tamil (India)",
-                "te-IN | Telugu (India)",
-                "th-TH | Thai (Thailand)",
-                "tr-TR | Turkish (Turkey)",
-                "zh-CN | Chinese (Mandarin, simplified)",
-                "zh-HK | Chinese (Cantonese, Traditional)",
-                "zh-TW | Chinese (Taiwanese Mandarin)"
-            ]
-        },
-        "CustomModelId":
-        {
-            "defaultValue": "",
-            "type": "String",
-            "metadata":
-            {
-                "description": "The id of the custom model for transcription. If empty, the base model will be selected."
-            }
-        },
-        "AzureSpeechServicesKey":
-        {
-            "type": "SecureString",
-            "metadata":
-            {
-                "description": "The key for the Azure Speech Services subscription."
-            }
-        },
-        "AzureSpeechServicesRegion":
-        {
-            "defaultValue": "westus",
-            "type": "String",
-            "allowedValues": [
-                "centralus",
-                "eastus",
-                "eastus2",
-                "northcentralus",
-                "southcentralus",
-                "westcentralus",
-                "westus",
-                "westus2",
-                "canadacentral",
-                "brazilsouth",
-                "eastasia",
-                "southeastasia",
-                "australiaeast",
-                "centralindia",
-                "japaneast",
-                "japanwest",
-                "koreacentral",
-                "northeurope",
-                "westeurope",
-                "francecentral",
-                "uksouth",
-                "usgovarizona",
-                "usgovvirginia"
-            ],
-            "metadata":
-            {
-                "description": "The region the Azure speech services subscription is associated with."
-            }
-        },
-        "CustomEndpoint":
-        {
-            "defaultValue": "",
-            "type": "String",
-            "metadata":
-            {
-                "description": "Enter the address of your private endpoint here (e.g. https://mycustomendpoint.cognitiveservices.azure.com/) if you are connecting with a private endpoint"
-            }
-        },
-        "StartTranscriptionFunctionTimeInterval":
-        {
-            "defaultValue": "0 */2 * * * *",
-            "type": "String",
-            "metadata":
-            {
-                "description": "The time interval for the timer trigger in the StartTranscription function (https://learn.microsoft.com/en-us/azure/azure-functions/functions-bindings-timer?tabs=python-v2%2Cisolated-process%2Cnodejs-v4&pivots=programming-language-csharp#ncrontab-expressions). The default value is every 2 minutes."
-            }
-        },
-        "ProfanityFilterMode":
-        {
-            "defaultValue": "None",
-            "type": "String",
-            "allowedValues": [
-                "None",
-                "Removed",
-                "Tags",
-                "Masked"
-            ],
-            "metadata":
-            {
-                "description": "The requested profanity filter mode."
-            }
-        },
-        "PunctuationMode":
-        {
-            "defaultValue": "DictatedAndAutomatic",
-            "type": "String",
-            "allowedValues": [
-                "None",
-                "Dictated",
-                "Automatic",
-                "DictatedAndAutomatic"
-            ],
-            "metadata":
-            {
-                "description": "The requested punctuation mode."
-            }
-        },
-        "AddDiarization":
-        {
-            "defaultValue": false,
-            "type": "bool",
-            "metadata":
-            {
-                "description": "A value indicating whether diarization (speaker separation) is requested."
-            }
-        },
-        "AddWordLevelTimestamps":
-        {
-            "defaultValue": false,
-            "type": "bool",
-            "metadata":
-            {
-                "description": "A value indicating whether word level timestamps are requested."
-            }
-        },
-        "TextAnalyticsKey":
-        {
-            "defaultValue": "",
-            "type": "SecureString",
-            "metadata":
-            {
-                "description": "The key for the Text Analytics subscription."
-            }
-        },
-        "TextAnalyticsEndpoint":
-        {
-            "defaultValue": "",
-            "type": "String",
-            "metadata":
-            {
-                "description": "The endpoint the Text Analytics subscription is associated with (format should be like https://{resourceName}.cognitiveservices.azure.com or https://{region}.api.cognitive.microsoft.com or similar). If empty, no text analysis will be performed."
-            }
-        },
-        "SentimentAnalysis":
-        {
-            "defaultValue": "None",
-            "type": "String",
-            "allowedValues": [
-                "None",
-                "UtteranceLevel",
-                "AudioLevel"
-            ],
-            "metadata":
-            {
-                "description": "A value indicating whether sentiment analysis is requested (either per utterance or per audio). Will only be performed if a Text Analytics Key and Region is provided."
-            }
-        },
-        "PiiRedaction":
-        {
-            "defaultValue": "None",
-            "type": "String",
-            "allowedValues": [
-                "None",
-                "UtteranceAndAudioLevel"
-            ],
-            "metadata":
-            {
-                "description": "A value indicating whether personally identifiable information (PII) redaction is requested. Will only be performed if a Text Analytics Key and Region is provided."
-            }
-        },
-        "SqlAdministratorLogin":
-        {
-            "type": "string",
-            "defaultValue": "",
-            "metadata":
-            {
-                "description": "The administrator username of the SQL Server, which is used to gain insights of the audio with the provided PowerBI scripts. If it is left empty, no SQL server/database will be created."
-            }
-        },
-        "SqlAdministratorLoginPassword":
-        {
-            "type": "securestring",
-            "defaultValue": "",
-            "metadata":
-            {
-                "description": "The administrator password of the SQL Server. If it is left empty, no SQL server/database will be created."
-            }
-        },
-        "DeploymentId":
-        {
-            "type": "string",
-            "defaultValue": "[utcNow()]",
-            "metadata":
-            {
-                "description": "Id that will be suffixed to all created resources to identify resources of a certain deployment. Leave as is to use timestamp as deployment id."
-            }
-        },
-        "CompletedServiceBusConnectionString":
-        {
-            "type": "SecureString",
-            "defaultValue": "",
-            "metadata":
-            {
-                "description": "The connection string for the Service Bus Queue where you want to receive the notification of completion of the transcription for each audio file. If left empty, no completion notification will be sent."
-            }
-        }
-    },
-    "variables":
-    {
-        "Version": "v2.1.4",
-        "AudioInputContainer": "audio-input",
-        "AudioProcessedContainer": "audio-processed",
-        "ErrorFilesOutputContainer": "audio-failed",
-        "JsonResultOutputContainer": "json-result-output",
-        "HtmlResultOutputContainer": "html-result-output",
-        "ErrorReportOutputContainer": "error-report",
-        "ConsolidatedFilesOutputContainer": "consolidated-files",
-        "CreateHtmlResultFile": false,
-        "CreateConsolidatedOutputFiles": false,
-        "TimerBasedExecution": true,
-        "CreateAudioProcessedContainer": true,
-        "IsByosEnabledSubscription": false,
-        "MessagesPerFunctionExecution": 1000,
-        "FilesPerTranscriptionJob": 100,
-        "RetryLimit": 4,
-        "InitialPollingDelayInMinutes": 2,
-        "MaxPollingDelayInMinutes": 180,
-        "InstanceId": "[parameters('DeploymentId')]",
-        "StorageAccountName": "[parameters('StorageAccount')]",
-        "UseSqlDatabase": "[and(not(equals(parameters('SqlAdministratorLogin'),'')), not(equals(parameters('SqlAdministratorLoginPassword'),'')))]",
-        "SqlServerName": "[concat('sqlserver', toLower(variables('InstanceId')))]",
-        "DatabaseName": "[concat('Database-', toLower(variables('InstanceId')))]",
-        "ServiceBusName": "[concat('ServiceBus-', variables('InstanceId'))]",
-        "AppInsightsName": "[concat('AppInsights-', variables('InstanceId'))]",
-        "KeyVaultName": "[concat('KV-', variables('InstanceId'))]",
-        "EventGridSystemTopicName": "[concat(variables('StorageAccountName'),'-',variables('InstanceId'))]",
-        "StartTranscriptionFunctionName": "[take(concat('StartTranscriptionFunction-', variables('InstanceId')),60)]",
-        "StartTranscriptionFunctionId": "[resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName'))]",
-        "FetchTranscriptionFunctionName": "[take(concat('FetchTranscriptionFunction-', variables('InstanceId')),60)]",
-        "FetchTranscriptionFunctionId": "[resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName'))]",
-        "AppServicePlanName": "[concat('AppServicePlan-', variables('InstanceId'))]",
-        "AzureSpeechServicesKeySecretName": "AzureSpeechServicesKey",
-        "TextAnalyticsKeySecretName": "TextAnalyticsKey",
-        "DatabaseConnectionStringSecretName": "DatabaseConnectionString",
-        "PiiCategories": "",
-        "ConversationPiiCategories": "",
-        "ConversationPiiRedaction": "None",
-        "ConversationPiiInferenceSource": "text",
-        "ConversationSummarizationOptions": "{\"Stratergy\":{\"Key\":\"Channel\",\"Mapping\":{\"0\":\"Agent\",\"1\":\"Customer\"},\"FallbackRole\":\"None\"},\"Aspects\":[\"Issue\",\"Resolution\",\"ChapterTitle\",\"Narrative\"],\"Enabled\":false,\"InputLengthLimit\":125000}",
-        "IsAzureGovDeployment": "[or(equals(parameters('AzureSpeechServicesRegion'),'usgovarizona'), equals(parameters('AzureSpeechServicesRegion'),'usgovvirginia'))]",
-        "AzureSpeechServicesEndpointUri": "[if(not(equals(parameters('CustomEndpoint'),'')), parameters('CustomEndpoint'), if(variables('IsAzureGovDeployment'), concat('https://', parameters('AzureSpeechServicesRegion') ,'.api.cognitive.microsoft.us/'), concat('https://', parameters('AzureSpeechServicesRegion') ,'.api.cognitive.microsoft.com/')))]",
-        "EndpointSuffix": "[if(variables('IsAzureGovDeployment'),'core.usgovcloudapi.net','core.windows.net')]",
-        "BinariesRoutePrefix": "https://github.com/Azure-Samples/cognitive-services-speech-sdk/releases/download/ingestion-",
-        "StartTranscriptionByTimerBinary": "[concat(variables('BinariesRoutePrefix'), variables('Version'), '/StartTranscriptionByTimer.zip')]",
-        "StartTranscriptionByServiceBusBinary": "[concat(variables('BinariesRoutePrefix'), variables('Version'), '/StartTranscriptionByServiceBus.zip')]",
-        "FetchTranscriptionBinary": "[concat(variables('BinariesRoutePrefix'), variables('Version'), '/FetchTranscription.zip')]"
-    },
-    "resources": [
-        {
-            "type": "Microsoft.Insights/components",
-            "apiVersion": "2020-02-02-preview",
-            "name": "[variables('AppInsightsName')]",
-            "location": "[resourceGroup().location]",
-            "tags":
-            {
-                "applicationType": "web",
-                "applicationName": "TranscriptionInsights"
-            },
-            "kind": "web",
-            "properties":
-            {
-                "Application_Type": "web"
-            }
-        },
-        {
-            "type": "Microsoft.ServiceBus/namespaces",
-            "apiVersion": "2018-01-01-preview",
-            "name": "[variables('ServiceBusName')]",
-            "location": "[resourceGroup().location]",
-            "sku":
-            {
-                "name": "Standard",
-                "tier": "Standard"
-            },
-            "properties":
-            {
-                "zoneRedundant": false
-            }
-        },
-        {
-            "type": "Microsoft.KeyVault/vaults",
-            "name": "[variables('KeyVaultName')]",
-            "apiVersion": "2019-09-01",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName'))]",
-                "[resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName'))]"
-            ],
-            "properties":
-            {
-                "enabledForDeployment": "true",
-                "enabledForDiskEncryption": "false",
-                "enabledForTemplateDeployment": "false",
-                "tenantId": "[subscription().tenantId]",
-                "accessPolicies": [
-                    {
-                        "objectId": "[reference(resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName')), '2019-08-01', 'full').identity.principalId]",
-                        "tenantId": "[reference(resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName')), '2019-08-01', 'full').identity.tenantId]",
-                        "permissions":
-                        {
-                            "secrets": [
-                                "get",
-                                "list"
-                            ]
-                        }
-                    },
-                    {
-                        "objectId": "[reference(resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName')), '2019-08-01', 'full').identity.principalId]",
-                        "tenantId": "[reference(resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName')), '2019-08-01', 'full').identity.tenantId]",
-                        "permissions":
-                        {
-                            "secrets": [
-                                "get",
-                                "list"
-                            ]
-                        }
-                    }
-                ],
-                "sku":
-                {
-                    "name": "Standard",
-                    "family": "A"
-                },
-                "networkAcls":
-                {
-                    "defaultAction": "Allow",
-                    "bypass": "AzureServices"
-                }
-            }
-        },
-        {
-            "type": "Microsoft.KeyVault/vaults/secrets",
-            "name": "[concat(variables('KeyVaultName'), '/', variables('AzureSpeechServicesKeySecretName'))]",
-            "apiVersion": "2019-09-01",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[concat('Microsoft.KeyVault/vaults/', variables('KeyVaultName'))]"
-            ],
-            "properties":
-            {
-                "value": "[parameters('AzureSpeechServicesKey')]"
-            }
-        },
-        {
-            "type": "Microsoft.KeyVault/vaults/secrets",
-            "name": "[concat(variables('KeyVaultName'), '/', variables('TextAnalyticsKeySecretName'))]",
-            "apiVersion": "2019-09-01",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[concat('Microsoft.KeyVault/vaults/', variables('KeyVaultName'))]"
-            ],
-            "properties":
-            {
-                "value": "[if(empty(parameters('TextAnalyticsKey')), 'NULL', parameters('TextAnalyticsKey'))]"
-            }
-        },
-        {
-            "type": "Microsoft.KeyVault/vaults/secrets",
-            "name": "[concat(variables('KeyVaultName'), '/', variables('DatabaseConnectionStringSecretName'))]",
-            "apiVersion": "2019-09-01",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[concat('Microsoft.KeyVault/vaults/', variables('KeyVaultName'))]",
-                "[variables('SqlServerName')]"
-            ],
-            "properties":
-            {
-                "value": "[if(variables('UseSqlDatabase'), concat('Server=tcp:',reference(variables('SqlServerName'), '2014-04-01-preview').fullyQualifiedDomainName,',1433;Initial Catalog=',variables('DatabaseName'),';Persist Security Info=False;User ID=',parameters('SqlAdministratorLogin'),';Password=',parameters('SqlAdministratorLoginPassword'),';MultipleActiveResultSets=False;Encrypt=True;TrustServerCertificate=False;Connection Timeout=30;'), 'NULL')]"
-            }
-        },
-        {
-            "name": "[variables('SqlServerName')]",
-            "condition": "[variables('UseSqlDatabase')]",
-            "type": "Microsoft.Sql/servers",
-            "apiVersion": "2021-02-01-preview",
-            "location": "[resourceGroup().location]",
-            "tags":
-            {
-                "displayName": "SqlServer"
-            },
-            "properties":
-            {
-                "administratorLogin": "[parameters('SqlAdministratorLogin')]",
-                "administratorLoginPassword": "[parameters('SqlAdministratorLoginPassword')]",
-                "version": "12.0"
-            },
-            "resources": [
-                {
-                    "name": "[variables('DatabaseName')]",
-                    "condition": "[variables('UseSqlDatabase')]",
-                    "type": "databases",
-                    "apiVersion": "2015-01-01",
-                    "location": "[resourceGroup().location]",
-                    "tags":
-                    {
-                        "displayName": "Database"
-                    },
-                    "properties":
-                    {
-                        "edition": "Basic",
-                        "collation": "SQL_Latin1_General_CP1_CI_AS",
-                        "requestedServiceObjectiveName": "Basic"
-                    },
-                    "dependsOn": [
-                        "[variables('SqlServerName')]"
-                    ],
-                    "resources": [
-                        {
-                            "comments": "Transparent Data Encryption",
-                            "name": "current",
-                            "condition": "[variables('UseSqlDatabase')]",
-                            "type": "transparentDataEncryption",
-                            "apiVersion": "2014-04-01-preview",
-                            "location": "[resourceGroup().location]",
-                            "properties":
-                            {
-                                "status": "Enabled"
-                            },
-                            "dependsOn": [
-                                "[variables('DatabaseName')]"
-                            ]
-                        }
-                    ]
-                },
-                {
-                    "apiVersion": "2017-03-01-preview",
-                    "type": "auditingSettings",
-                    "condition": "[variables('UseSqlDatabase')]",
-                    "name": "DefaultAuditingSettings",
-                    "dependsOn": [
-                        "[variables('SqlServerName')]",
-                        "[variables('StorageAccountName')]"
-                    ],
-                    "properties":
-                    {
-                        "state": "Enabled",
-                        "storageEndpoint": "[reference(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), '2018-03-01-preview').PrimaryEndpoints.Blob]",
-                        "storageAccountAccessKey": "[listKeys(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), '2018-03-01-preview').keys[0].value]",
-                        "storageAccountSubscriptionId": "[subscription().subscriptionId]",
-                        "auditActionsAndGroups": null,
-                        "isStorageSecondaryKeyInUse": false
-                    }
-                },
-                {
-                    "name": "AllowAllMicrosoftAzureIps",
-                    "condition": "[variables('UseSqlDatabase')]",
-                    "type": "firewallrules",
-                    "apiVersion": "2014-04-01",
-                    "location": "[resourceGroup().location]",
-                    "properties":
-                    {
-                        "endIpAddress": "0.0.0.0",
-                        "startIpAddress": "0.0.0.0"
-                    },
-                    "dependsOn": [
-                        "[variables('SqlServerName')]"
-                    ]
-                }
-            ]
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts",
-            "apiVersion": "2019-06-01",
-            "name": "[variables('StorageAccountName')]",
-            "location": "[resourceGroup().location]",
-            "sku":
-            {
-                "name": "Standard_GRS",
-                "tier": "Standard"
-            },
-            "kind": "StorageV2",
-            "properties":
-            {
-                "networkAcls":
-                {
-                    "bypass": "AzureServices",
-                    "virtualNetworkRules": [],
-                    "ipRules": [],
-                    "defaultAction": "Allow"
-                },
-                "supportsHttpsTrafficOnly": true,
-                "encryption":
-                {
-                    "services":
-                    {
-                        "file":
-                        {
-                            "keyType": "Account",
-                            "enabled": true
-                        },
-                        "blob":
-                        {
-                            "keyType": "Account",
-                            "enabled": true
-                        }
-                    },
-                    "keySource": "Microsoft.Storage"
-                },
-                "accessTier": "Hot"
-            }
-        },
-        {
-            "type": "Microsoft.ServiceBus/namespaces/authorizationRules",
-            "apiVersion": "2017-04-01",
-            "name": "[concat(variables('ServiceBusName'), '/RootManageSharedAccessKey')]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.ServiceBus/namespaces', variables('ServiceBusName'))]"
-            ],
-            "properties":
-            {
-                "rights": [
-                    "Listen",
-                    "Manage",
-                    "Send"
-                ]
-            }
-        },
-        {
-            "type": "Microsoft.ServiceBus/namespaces/queues",
-            "apiVersion": "2017-04-01",
-            "name": "[concat(variables('ServiceBusName'), '/start_transcription_queue')]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.ServiceBus/namespaces', variables('ServiceBusName'))]"
-            ],
-            "properties":
-            {
-                "lockDuration": "PT4M",
-                "maxSizeInMegabytes": 5120,
-                "requiresDuplicateDetection": false,
-                "requiresSession": false,
-                "defaultMessageTimeToLive": "P10675199DT2H48M5.4775807S",
-                "deadLetteringOnMessageExpiration": false,
-                "enableBatchedOperations": false,
-                "duplicateDetectionHistoryTimeWindow": "PT10M",
-                "maxDeliveryCount": 1,
-                "status": "Active",
-                "autoDeleteOnIdle": "P10675199DT2H48M5.4775807S",
-                "enablePartitioning": false,
-                "enableExpress": false
-            }
-        },
-        {
-            "type": "Microsoft.ServiceBus/namespaces/queues",
-            "apiVersion": "2017-04-01",
-            "name": "[concat(variables('ServiceBusName'), '/fetch_transcription_queue')]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.ServiceBus/namespaces', variables('ServiceBusName'))]"
-            ],
-            "properties":
-            {
-                "lockDuration": "PT5M",
-                "maxSizeInMegabytes": 5120,
-                "requiresDuplicateDetection": false,
-                "requiresSession": false,
-                "defaultMessageTimeToLive": "P10675199DT2H48M5.4775807S",
-                "deadLetteringOnMessageExpiration": false,
-                "enableBatchedOperations": false,
-                "duplicateDetectionHistoryTimeWindow": "PT10M",
-                "maxDeliveryCount": 5,
-                "status": "Active",
-                "autoDeleteOnIdle": "P10675199DT2H48M5.4775807S",
-                "enablePartitioning": false,
-                "enableExpress": false
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/blobServices",
-            "apiVersion": "2019-06-01",
-            "location": "[resourceGroup().location]",
-            "name": "[concat(variables('StorageAccountName'), '/default')]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "sku":
-            {
-                "name": "Standard_GRS"
-            },
-            "properties":
-            {
-                "cors":
-                {
-                    "corsRules": []
-                },
-                "deleteRetentionPolicy":
-                {
-                    "enabled": false
-                }
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/fileServices",
-            "apiVersion": "2019-06-01",
-            "location": "[resourceGroup().location]",
-            "name": "[concat(variables('StorageAccountName'), '/default')]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "sku":
-            {
-                "name": "Standard_GRS"
-            },
-            "properties":
-            {
-                "cors":
-                {
-                    "corsRules": []
-                }
-            }
-        },
-        {
-            "type": "Microsoft.ServiceBus/namespaces/queues/authorizationRules",
-            "apiVersion": "2017-04-01",
-            "name": "[concat(variables('ServiceBusName'), '/fetch_transcription_queue/FetchTranscription')]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.ServiceBus/namespaces/queues', variables('ServiceBusName'), 'fetch_transcription_queue')]",
-                "[resourceId('Microsoft.ServiceBus/namespaces', variables('ServiceBusName'))]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/authorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey')]"
-            ],
-            "properties":
-            {
-                "rights": [
-                    "Listen",
-                    "Send"
-                ]
-            }
-        },
-        {
-            "type": "Microsoft.ServiceBus/namespaces/queues/authorizationRules",
-            "apiVersion": "2017-04-01",
-            "name": "[concat(variables('ServiceBusName'), '/start_transcription_queue/StartTranscription')]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.ServiceBus/namespaces/queues', variables('ServiceBusName'), 'start_transcription_queue')]",
-                "[resourceId('Microsoft.ServiceBus/namespaces', variables('ServiceBusName'))]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/authorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey')]"
-            ],
-            "properties":
-            {
-                "rights": [
-                    "Listen",
-                    "Send"
-                ]
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
-            "apiVersion": "2019-06-01",
-            "name": "[concat(variables('StorageAccountName'), '/default/', variables('AudioInputContainer'))]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "properties":
-            {
-                "publicAccess": "None"
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
-            "apiVersion": "2019-06-01",
-            "name": "[concat(variables('StorageAccountName'), '/default/', variables('JsonResultOutputContainer'))]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "properties":
-            {
-                "publicAccess": "None"
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
-            "condition": "[variables('CreateConsolidatedOutputFiles')]",
-            "apiVersion": "2019-06-01",
-            "name": "[concat(variables('StorageAccountName'), '/default/', variables('ConsolidatedFilesOutputContainer'))]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "properties":
-            {
-                "publicAccess": "None"
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
-            "condition": "[variables('CreateAudioProcessedContainer')]",
-            "apiVersion": "2019-06-01",
-            "name": "[concat(variables('StorageAccountName'), '/default/', variables('AudioProcessedContainer'))]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "properties":
-            {
-                "publicAccess": "None"
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
-            "condition": "[variables('CreateHtmlResultFile')]",
-            "apiVersion": "2019-06-01",
-            "name": "[concat(variables('StorageAccountName'), '/default/', variables('HtmlResultOutputContainer'))]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "properties":
-            {
-                "publicAccess": "None"
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
-            "apiVersion": "2019-06-01",
-            "name": "[concat(variables('StorageAccountName'), '/default/', variables('ErrorReportOutputContainer'))]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "properties":
-            {
-                "publicAccess": "None"
-            }
-        },
-        {
-            "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
-            "apiVersion": "2019-06-01",
-            "name": "[concat(variables('StorageAccountName'), '/default/', variables('ErrorFilesOutputContainer'))]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "properties":
-            {
-                "publicAccess": "None"
-            }
-        },
-        {
-            "name": "[variables('EventGridSystemTopicName')]",
-            "type": "Microsoft.EventGrid/systemTopics",
-            "apiVersion": "2020-04-01-preview",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
-            ],
-            "properties":
-            {
-                "source": "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]",
-                "topicType": "Microsoft.Storage.StorageAccounts"
-            }
-        },
-        {
-            "type": "Microsoft.EventGrid/systemTopics/eventSubscriptions",
-            "apiVersion": "2020-04-01-preview",
-            "name": "[concat(variables('EventGridSystemTopicName'), '/BlobCreatedEvent')]",
-            "dependsOn": [
-                "[resourceId('Microsoft.EventGrid/systemTopics', variables('EventGridSystemTopicName'))]",
-                "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/queues', variables('ServiceBusName'), 'start_transcription_queue')]"
-            ],
-            "properties":
-            {
-                "destination":
-                {
-                    "endpointType": "ServiceBusQueue",
-                    "properties":
-                    {
-                        "resourceId": "[concat('/subscriptions/',subscription().subscriptionId,'/resourceGroups/',resourceGroup().name,'/providers/Microsoft.ServiceBus/namespaces/', variables('ServiceBusName'),'/queues/start_transcription_queue')]"
-                    }
-                },
-                "filter":
-                {
-                    "includedEventTypes": [
-                        "Microsoft.Storage.BlobCreated"
-                    ],
-                    "advancedFilters": [
-                        {
-                            "operatorType": "StringBeginsWith",
-                            "key": "Subject",
-                            "values": [
-                                "[concat('/blobServices/default/containers/', variables('AudioInputContainer'), '/blobs')]"
-                            ]
-                        },
-                        {
-                            "operatorType": "StringContains",
-                            "key": "data.api",
-                            "values": [
-                                "FlushWithClose",
-                                "PutBlob",
-                                "PutBlockList",
-                                "CopyBlob"
-                            ]
-                        }
-                    ]
-                },
-                "labels": [],
-                "eventDeliverySchema": "EventGridSchema"
-            }
-        },
-        {
-            "apiVersion": "2018-02-01",
-            "type": "Microsoft.Web/serverfarms",
-            "kind": "app",
-            "name": "[variables('AppServicePlanName')]",
-            "location": "[resourceGroup().location]",
-            "properties": {},
-            "dependsOn": [],
-            "sku":
-            {
-                "name": "EP1"
-            }
-        },
-        {
-            "type": "Microsoft.Web/sites",
-            "apiVersion": "2020-09-01",
-            "name": "[variables('StartTranscriptionFunctionName')]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Web/serverfarms', variables('AppServicePlanName'))]"
-            ],
-            "kind": "functionapp",
-            "properties":
-            {
-                "serverFarmId": "[resourceId('Microsoft.Web/serverfarms', variables('AppServicePlanName'))]",
-                "httpsOnly": "true",
-                "siteConfig": {
-                    "netFrameworkVersion": "v8.0"
-                }
-            },
-            "identity":
-            {
-                "type": "SystemAssigned"
-            }
-        },
-        {
-            "type": "Microsoft.Web/sites/config",
-            "name": "[concat(variables('StartTranscriptionFunctionName'), '/AppSettings')]",
-            "apiVersion": "2020-09-01",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Insights/components', variables('AppInsightsName'))]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]",
-                "[concat('Microsoft.Web/sites/', variables('StartTranscriptionFunctionName'))]",
-                "[resourceId('Microsoft.KeyVault/vaults', variables('KeyVaultName'))]",
-                "[resourceId('Microsoft.KeyVault/vaults/secrets', variables('KeyVaultName'), variables('AzureSpeechServicesKeySecretName'))]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/authorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey')]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'start_transcription_queue','StartTranscription')]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'fetch_transcription_queue','FetchTranscription')]"
-            ],
-            "tags":
-            {
-                "displayName": "WebAppSettings"
-            },
-            "properties":
-            {
-                "AddDiarization": "[parameters('AddDiarization')]",
-                "AddWordLevelTimestamps": "[parameters('AddWordLevelTimestamps')]",
-                "APPLICATIONINSIGHTS_CONNECTION_STRING": "[reference(resourceId('Microsoft.Insights/components', variables('AppInsightsName')), '2020-02-02-preview').ConnectionString]",
-                "AudioInputContainer": "[variables('AudioInputContainer')]",
-                "AzureServiceBus": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/authorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey'), '2017-04-01').primaryConnectionString]",
-                "AzureSpeechServicesKey": "[concat('@Microsoft.KeyVault(VaultName=', variables('KeyVaultName'), ';SecretName=', variables('AzureSpeechServicesKeySecretName'), ')')]",
-                "AzureSpeechServicesRegion": "[parameters('AzureSpeechServicesRegion')]",
-                "AzureWebJobsStorage": "[concat('DefaultEndpointsProtocol=https;AccountName=', variables('StorageAccountName'), ';AccountKey=', listKeys(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), providers('Microsoft.Storage', 'storageAccounts').apiVersions[0]).keys[0].value, ';EndpointSuffix=', variables('EndpointSuffix'))]",
-                "CustomModelId": "[parameters('CustomModelId')]",
-                "ErrorFilesOutputContainer": "[variables('ErrorFilesOutputContainer')]",
-                "ErrorReportOutputContainer": "[variables('ErrorReportOutputContainer')]",
-                "FetchTranscriptionServiceBusConnectionString": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'fetch_transcription_queue','FetchTranscription'), '2017-04-01').primaryConnectionString]",
-                "FilesPerTranscriptionJob": "[variables('FilesPerTranscriptionJob')]",
-                "FUNCTIONS_EXTENSION_VERSION": "~4",
-                "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
-                "AzureSpeechServicesEndpointUri": "[variables('AzureSpeechServicesEndpointUri')]",
-                "InitialPollingDelayInMinutes": "[variables('InitialPollingDelayInMinutes')]",
-                "IsAzureGovDeployment": "[variables('IsAzureGovDeployment')]",
-                "IsByosEnabledSubscription": "[variables('IsByosEnabledSubscription')]",
-                "MaxPollingDelayInMinutes": "[variables('MaxPollingDelayInMinutes')]",
-                "Locale": "[parameters('Locale')]",
-                "MessagesPerFunctionExecution": "[variables('MessagesPerFunctionExecution')]",
-                "StartTranscriptionFunctionTimeInterval": "[parameters('StartTranscriptionFunctionTimeInterval')]",
-                "ProfanityFilterMode": "[parameters('ProfanityFilterMode')]",
-                "PunctuationMode": "[parameters('PunctuationMode')]",
-                "RetryLimit": "[variables('RetryLimit')]",
-                "StartTranscriptionServiceBusConnectionString": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'start_transcription_queue','StartTranscription'), '2017-04-01').primaryConnectionString]",
-                "WEBSITE_RUN_FROM_PACKAGE": "[if(variables('timerBasedExecution'), variables('StartTranscriptionByTimerBinary'), variables('StartTranscriptionByServiceBusBinary'))]"
-            }
-        },
-        {
-            "type": "Microsoft.Web/sites",
-            "apiVersion": "2020-09-01",
-            "name": "[variables('FetchTranscriptionFunctionName')]",
-            "location": "[resourceGroup().location]",
-            "dependsOn": [
-                "[resourceId('Microsoft.Web/serverfarms', variables('AppServicePlanName'))]"
-            ],
-            "kind": "functionapp",
-            "properties":
-            {
-                "serverFarmId": "[resourceId('Microsoft.Web/serverfarms', variables('AppServicePlanName'))]",
-                "httpsOnly": "true",
-                "siteConfig": {
-                    "netFrameworkVersion": "v8.0"
-                }
-            },
-            "identity":
-            {
-                "type": "SystemAssigned"
-            }
-        },
-        {
-            "type": "Microsoft.Web/sites/config",
-            "name": "[concat(variables('FetchTranscriptionFunctionName'), '/AppSettings')]",
-            "location": "[resourceGroup().location]",
-            "apiVersion": "2020-09-01",
-            "dependsOn": [
-                "[resourceId('Microsoft.Insights/components', variables('AppInsightsName'))]",
-                "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]",
-                "[concat('Microsoft.Web/sites/', variables('FetchTranscriptionFunctionName'))]",
-                "[resourceId('Microsoft.KeyVault/vaults', variables('KeyVaultName'))]",
-                "[resourceId('Microsoft.KeyVault/vaults/secrets', variables('KeyVaultName'), variables('AzureSpeechServicesKeySecretName'))]",
-                "[resourceId('Microsoft.KeyVault/vaults/secrets', variables('KeyVaultName'), variables('TextAnalyticsKeySecretName'))]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/authorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey')]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'start_transcription_queue','StartTranscription')]",
-                "[resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'fetch_transcription_queue','FetchTranscription')]"
-            ],
-            "tags":
-            {
-                "displayName": "WebAppSettings"
-            },
-            "properties":
-            {
-                "APPLICATIONINSIGHTS_CONNECTION_STRING": "[reference(resourceId('Microsoft.Insights/components', variables('AppInsightsName')), '2020-02-02-preview').ConnectionString]",
-                "PiiRedactionSetting": "[parameters('PiiRedaction')]",
-                "SentimentAnalysisSetting": "[parameters('SentimentAnalysis')]",
-                "AudioInputContainer": "[variables('AudioInputContainer')]",
-                "AzureServiceBus": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/authorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey'), '2017-04-01').primaryConnectionString]",
-                "AzureSpeechServicesKey": "[concat('@Microsoft.KeyVault(VaultName=', variables('KeyVaultName'), ';SecretName=', variables('AzureSpeechServicesKeySecretName'), ')')]",
-                "AzureWebJobsStorage": "[concat('DefaultEndpointsProtocol=https;AccountName=', variables('StorageAccountName'), ';AccountKey=', listKeys(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), providers('Microsoft.Storage', 'storageAccounts').apiVersions[0]).keys[0].value, ';EndpointSuffix=', variables('EndpointSuffix'))]",
-                "CreateHtmlResultFile": "[variables('CreateHtmlResultFile')]",
-                "DatabaseConnectionString": "[concat('@Microsoft.KeyVault(VaultName=', variables('KeyVaultName'), ';SecretName=', variables('DatabaseConnectionStringSecretName'), ')')]",
-                "ErrorFilesOutputContainer": "[variables('ErrorFilesOutputContainer')]",
-                "ErrorReportOutputContainer": "[variables('ErrorReportOutputContainer')]",
-                "FetchTranscriptionServiceBusConnectionString": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'fetch_transcription_queue','FetchTranscription'), '2017-04-01').primaryConnectionString]",
-                "FUNCTIONS_EXTENSION_VERSION": "~4",
-                "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
-                "HtmlResultOutputContainer": "[variables('HtmlResultOutputContainer')]",
-                "InitialPollingDelayInMinutes": "[variables('InitialPollingDelayInMinutes')]",
-                "MaxPollingDelayInMinutes": "[variables('MaxPollingDelayInMinutes')]",
-                "JsonResultOutputContainer": "[variables('JsonResultOutputContainer')]",
-                "RetryLimit": "[variables('RetryLimit')]",
-                "StartTranscriptionServiceBusConnectionString": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'start_transcription_queue','StartTranscription'), '2017-04-01').primaryConnectionString]",
-                "TextAnalyticsKey": "[concat('@Microsoft.KeyVault(VaultName=', variables('KeyVaultName'), ';SecretName=', variables('TextAnalyticsKeySecretName'), ')')]",
-                "TextAnalyticsEndpoint": "[parameters('TextAnalyticsEndpoint')]",
-                "UseSqlDatabase": "[variables('UseSqlDatabase')]",
-                "WEBSITE_RUN_FROM_PACKAGE": "[variables('FetchTranscriptionBinary')]",
-                "CreateConsolidatedOutputFiles": "[variables('CreateConsolidatedOutputFiles')]",
-                "ConsolidatedFilesOutputContainer": "[variables('ConsolidatedFilesOutputContainer')]",
-                "CreateAudioProcessedContainer": "[variables('CreateAudioProcessedContainer')]",
-                "AudioProcessedContainer": "[variables('AudioProcessedContainer')]",
-                "PiiCategories": "[variables('PiiCategories')]",
-                "ConversationPiiCategories": "[variables('ConversationPiiCategories')]",
-                "ConversationPiiInferenceSource": "[variables('ConversationPiiInferenceSource')]",
-                "ConversationPiiSetting": "[variables('ConversationPiiRedaction')]",
-                "ConversationSummarizationOptions": "[variables('ConversationSummarizationOptions')]",
-                "CompletedServiceBusConnectionString": "[parameters('CompletedServiceBusConnectionString')]"
-            }
-        }
-    ],
-    "outputs":
-    {
-        "StartTranscriptionFunctionId":
-        {
-            "type": "string",
-            "value": "[variables('StartTranscriptionFunctionId')]"
-        },
-        "FetchTranscriptionFunctionId":
-        {
-            "type": "string",
-            "value": "[variables('FetchTranscriptionFunctionId')]"
-        }
-    }
-}
diff --git a/samples/ingestion/ingestion-client/Setup/guide.md b/samples/ingestion/ingestion-client/Setup/guide.md
index cd4a5fa11..8f2c467ea 100644
--- a/samples/ingestion/ingestion-client/Setup/guide.md
+++ b/samples/ingestion/ingestion-client/Setup/guide.md
@@ -16,7 +16,7 @@ The following diagram shows the structure of this tool as defined by the ARM tem
 
 When a file lands in a storage container, the Grid event indicates the completed upload of a file. The file is filtered and pushed to a Service bus topic. Code in Azure Functions triggered by a timer picks up the event and creates a transcription request using the Azure Speech services batch pipeline. When the transcription request is complete, an event is placed in another queue in the same service bus resource. A different Azure Function triggered by the completion event starts monitoring transcription completion status. When transcription completes, the Azure Function copies the transcript into the same container where the audio file was obtained.
 
-The rest of the features are applied on demand. By deploying additional resources through the ARM template, you can choose to apply analytics on the transcript, produce reports or redact. 
+The rest of the features are applied on demand. By deploying additional resources through the ARM template, you can choose to apply analytics on the transcript, produce reports or redact.
 
 This solution can transcribe audio files automatically and at scale.
 
@@ -55,7 +55,7 @@ To test, we recommend you use [Microsoft Azure Storage Explorer](https://azure.m
 
 To deploy the required infrastructure, click the button below:
 
-[![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2FAzure-Samples%2Fcognitive-services-speech-sdk%2Fmaster%2Fsamples%2Fingestion%2Fingestion-client%2FSetup%2FArmTemplateBatch.json)
+[![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2FAzure-Samples%2Fcognitive-services-speech-sdk%2Fmaster%2Fsamples%2Fingestion%2Fingestion-client%2Finfra%2Fmain.json)
 
 This will result in the screen below on your browser. You will need to fill in the form provided. It is
 important that all the information is correct. Let us look at the form and go through each field.
@@ -159,6 +159,24 @@ There are several containers to distinguish between the various outputs. We sugg
 
 By default, the ARM template uses the newest version of the Ingestion Client which can be found in this repository. To use a custom version, edit the paths to the binaries inside the deployment template to point to a custom published version. You can find our published binaries [here](https://github.com/Azure-Samples/cognitive-services-speech-sdk/releases?q=ingestion+client&expanded=true).
 
+When using Windows for development, for any changes to the resources, you need to update the `main.bicep` and generate the corresponding `main.json`. If `main.json` is not in sync with the `main.bicep`, your build will fail.
+
+To generate `main.json`, you need to make sure Azure CLI & Bicep CLI are installed. Execute below commands to install:
+To install Azure CLI:
+``` bash
+curl -sL https://aka.ms/InstallAzureCLIDeb | sudo bash
+```
+To install Bicep CLI:
+```bash
+az bicep install
+```
+Once Bicep CLI is installed execute the below command to generate `main.json`.
+``` bash
+az bicep build --file ./samples/ingestion/ingestion-client/infra/main.bicep
+```
+
+When using Linux, any changes to `main.bicep`, every commit will generate the corresponding `main.json`.
+
 To publish a new version, you can use Visual Studio, right-click on the project, click **Publish** and follow the instructions.
 
 ## The Project
@@ -175,7 +193,7 @@ cd cognitive-services-speech-sdk/samples/ingestion/ingestion-client
 The created resources their pricing and corresponding plans (where applicable) are:
 
 * [Storage Pricing](https://azure.microsoft.com/pricing/details/storage/), Simple Storage
-* [Service Bus Pricing](https://azure.microsoft.com/pricing/details/service-bus/), Standard 
+* [Service Bus Pricing](https://azure.microsoft.com/pricing/details/service-bus/), Standard
 * [Azure Functions Pricing](https://azure.microsoft.com/pricing/details/functions/), Premium / Consumption
 * [Key Vault Pricing](https://azure.microsoft.com/pricing/details/key-vault/)
 
@@ -189,7 +207,7 @@ The following example is indicative of the cost distributions to inform and set
 Assume a scenario where we are trying to transcribe 1000 mp3 files of an average length of 10mins and size of 10MB. Each of them individually landing on the storage container over the course of a business day.
 
 * [Speech Transcription](https://azure.microsoft.com/services/cognitive-services/speech-to-text/) Costs are: 10k mins = **$166.60**
-* [Service Bus](https://azure.microsoft.com/services/service-bus) Costs are: 1k events landing in 'CreateTranscriptionQueue' and another 1k in 'FetchTranscriptionQueue' = **$0.324/daily** (standing charge) for up to 13m messages/month 
+* [Service Bus](https://azure.microsoft.com/services/service-bus) Costs are: 1k events landing in 'CreateTranscriptionQueue' and another 1k in 'FetchTranscriptionQueue' = **$0.324/daily** (standing charge) for up to 13m messages/month
 * [Storage](https://azure.microsoft.com/services/storage/) Costs are: Write operations are $0.0175 (per 10,000), and Read operations $0.0014 (again per 10k read operations) = ($0.0175 + $0.0014)/10 (for 1000 files) = **$0.00189**
 * [Azure Functions](https://azure.microsoft.com/services/functions/) For Consumption, the costs are: The first 400,000 GB/s of execution and 1,000,000 executions are free = $0.00. For Premium functions, the base cost is: 2 instances in EP1 x 1 hour: $0.43
 * [Key Vault](https://azure.microsoft.com/services/key-vault/) Costs are: 0.03/10,000 transactions (For the above scenario 1 transactions would be required per file) = **$0.003**
diff --git a/samples/ingestion/ingestion-client/infra/main.bicep b/samples/ingestion/ingestion-client/infra/main.bicep
new file mode 100644
index 000000000..c0125290b
--- /dev/null
+++ b/samples/ingestion/ingestion-client/infra/main.bicep
@@ -0,0 +1,800 @@
+@description('The name of the storage account. It must be unique across all existing storage account names in Azure, between 3 and 24 characters long, and can contain only lowercase letters and numbers.')
+param StorageAccount string
+
+@allowed([
+  'ar-BH | Arabic (Bahrain)'
+  'ar-EG | Arabic (Egypt)'
+  'ar-SY | Arabic (Syria)'
+  'ca-ES | Catalan'
+  'da-DK | Danish (Denmark)'
+  'de-DE | German (Germany)'
+  'en-AU | English (Australia)'
+  'en-CA | English (Canada)'
+  'en-GB | English (United Kingdom)'
+  'en-IN | English (India)'
+  'en-NZ | English (New Zealand)'
+  'en-US | English (United States)'
+  'es-ES | Spanish (Spain)'
+  'es-MX | Spanish (Mexico)'
+  'fi-FI | Finnish (Finland)'
+  'fr-CA | French (Canada)'
+  'fr-FR | French (France)'
+  'gu-IN | Gujarati (Indian)'
+  'hi-IN | Hindi (India)'
+  'it-IT | Italian (Italy)'
+  'ja-JP | Japanese (Japan)'
+  'ko-KR | Korean (Korea)'
+  'mr-IN | Marathi (India)'
+  'nb-NO | Norwegian (Bokmål)'
+  'nl-NL | Dutch (Netherlands)'
+  'pl-PL | Polish (Poland)'
+  'pt-BR | Portuguese (Brazil)'
+  'pt-PT | Portuguese (Portugal)'
+  'ru-RU | Russian (Russia)'
+  'sv-SE | Swedish (Sweden)'
+  'ta-IN | Tamil (India)'
+  'te-IN | Telugu (India)'
+  'th-TH | Thai (Thailand)'
+  'tr-TR | Turkish (Turkey)'
+  'zh-CN | Chinese (Mandarin, simplified)'
+  'zh-HK | Chinese (Cantonese, Traditional)'
+  'zh-TW | Chinese (Taiwanese Mandarin)'
+])
+param Locale string = 'en-US | English (United States)'
+
+@description('The id of the custom model for transcription. If empty, the base model will be selected.')
+param CustomModelId string = ''
+
+@description('The key for the Azure Speech Services subscription.')
+@secure()
+param AzureSpeechServicesKey string
+
+@description('The region the Azure speech services subscription is associated with.')
+@allowed([
+  'centralus'
+  'eastus'
+  'eastus2'
+  'northcentralus'
+  'southcentralus'
+  'westcentralus'
+  'westus'
+  'westus2'
+  'canadacentral'
+  'brazilsouth'
+  'eastasia'
+  'southeastasia'
+  'australiaeast'
+  'centralindia'
+  'japaneast'
+  'japanwest'
+  'koreacentral'
+  'northeurope'
+  'westeurope'
+  'francecentral'
+  'uksouth'
+  'usgovarizona'
+  'usgovvirginia'
+])
+param AzureSpeechServicesRegion string = 'westus'
+
+@description('Enter the address of your private endpoint here (e.g. https://mycustomendpoint.cognitiveservices.azure.com/) if you are connecting with a private endpoint')
+param CustomEndpoint string = ''
+
+@description('The time interval for the timer trigger in the StartTranscription function (https://learn.microsoft.com/en-us/azure/azure-functions/functions-bindings-timer?tabs=python-v2%2Cisolated-process%2Cnodejs-v4&pivots=programming-language-csharp#ncrontab-expressions). The default value is every 2 minutes.')
+param StartTranscriptionFunctionTimeInterval string = '0 */2 * * * *'
+
+@description('The requested profanity filter mode.')
+@allowed([
+  'None'
+  'Removed'
+  'Tags'
+  'Masked'
+])
+param ProfanityFilterMode string = 'None'
+
+@description('The requested punctuation mode.')
+@allowed([
+  'None'
+  'Dictated'
+  'Automatic'
+  'DictatedAndAutomatic'
+])
+param PunctuationMode string = 'DictatedAndAutomatic'
+
+@description('A value indicating whether diarization (speaker separation) is requested.')
+param AddDiarization bool = false
+
+@description('A value indicating whether word level timestamps are requested.')
+param AddWordLevelTimestamps bool = false
+
+@description('The key for the Text Analytics subscription.')
+@secure()
+param TextAnalyticsKey string = ''
+
+@description('The endpoint the Text Analytics subscription is associated with (format should be like https://{resourceName}.cognitiveservices.azure.com or https://{region}.api.cognitive.microsoft.com or similar). If empty, no text analysis will be performed.')
+param TextAnalyticsEndpoint string = ''
+
+@description('A value indicating whether sentiment analysis is requested (either per utterance or per audio). Will only be performed if a Text Analytics Key and Region is provided.')
+@allowed([
+  'None'
+  'UtteranceLevel'
+  'AudioLevel'
+])
+param SentimentAnalysis string = 'None'
+
+@description('A value indicating whether personally identifiable information (PII) redaction is requested. Will only be performed if a Text Analytics Key and Region is provided.')
+@allowed([
+  'None'
+  'UtteranceAndAudioLevel'
+])
+param PiiRedaction string = 'None'
+
+@description('The administrator username of the SQL Server, which is used to gain insights of the audio with the provided PowerBI scripts. If it is left empty, no SQL server/database will be created.')
+param SqlAdministratorLogin string = ''
+
+@description('The administrator password of the SQL Server. If it is left empty, no SQL server/database will be created.')
+@secure()
+param SqlAdministratorLoginPassword string = ''
+
+@description('Id that will be suffixed to all created resources to identify resources of a certain deployment. Leave as is to use timestamp as deployment id.')
+param DeploymentId string = utcNow()
+
+@description('The connection string for the Service Bus Queue where you want to receive the notification of completion of the transcription for each audio file. If left empty, no completion notification will be sent.')
+@secure()
+param CompletedServiceBusConnectionString string = ''
+
+// Don't change the format for Version variable
+var Version = 'v2.1.5'
+var AudioInputContainer = 'audio-input'
+var AudioProcessedContainer = 'audio-processed'
+var ErrorFilesOutputContainer = 'audio-failed'
+var JsonResultOutputContainer = 'json-result-output'
+var HtmlResultOutputContainer = 'html-result-output'
+var ErrorReportOutputContainer = 'error-report'
+var ConsolidatedFilesOutputContainer = 'consolidated-files'
+var CreateHtmlResultFile = false
+var CreateConsolidatedOutputFiles = false
+var TimerBasedExecution = true
+var CreateAudioProcessedContainer = true
+var IsByosEnabledSubscription = false
+var MessagesPerFunctionExecution = 1000
+var FilesPerTranscriptionJob = 100
+var RetryLimit = 4
+var InitialPollingDelayInMinutes = 2
+var MaxPollingDelayInMinutes = 180
+var InstanceId = DeploymentId
+var StorageAccountName = StorageAccount
+var UseSqlDatabase = ((SqlAdministratorLogin != '') && (SqlAdministratorLoginPassword != ''))
+var SqlServerName = 'sqlserver${toLower(InstanceId)}'
+var DatabaseName = 'Database-${toLower(InstanceId)}'
+var ServiceBusName = 'ServiceBus-${InstanceId}'
+var AppInsightsName = 'AppInsights-${InstanceId}'
+var KeyVaultName = 'KV-${InstanceId}'
+var EventGridSystemTopicName = '${StorageAccountName}-${InstanceId}'
+var StartTranscriptionFunctionName = take('StartTranscriptionFunction-${InstanceId}', 60)
+var StartTranscriptionFunctionId = StartTranscriptionFunction.id
+var FetchTranscriptionFunctionName = take('FetchTranscriptionFunction-${InstanceId}', 60)
+var FetchTranscriptionFunctionId = FetchTranscriptionFunction.id
+var AppServicePlanName = 'AppServicePlan-${InstanceId}'
+var AzureSpeechServicesKeySecretName = 'AzureSpeechServicesKey'
+var TextAnalyticsKeySecretName = 'TextAnalyticsKey'
+var DatabaseConnectionStringSecretName = 'DatabaseConnectionString'
+var PiiCategories = ''
+var ConversationPiiCategories = ''
+var ConversationPiiRedaction = 'None'
+var ConversationPiiInferenceSource = 'text'
+var ConversationSummarizationOptions = '{"Stratergy":{"Key":"Channel","Mapping":{"0":"Agent","1":"Customer"},"FallbackRole":"None"},"Aspects":["Issue","Resolution","ChapterTitle","Narrative"],"Enabled":false,"InputLengthLimit":125000}'
+var IsAzureGovDeployment = ((AzureSpeechServicesRegion == 'usgovarizona') || (AzureSpeechServicesRegion == 'usgovvirginia'))
+var AzureSpeechServicesEndpointUri = ((CustomEndpoint != '')
+  ? CustomEndpoint
+  : (IsAzureGovDeployment
+      ? 'https://${AzureSpeechServicesRegion}.api.cognitive.microsoft.us/'
+      : 'https://${AzureSpeechServicesRegion}.api.cognitive.microsoft.com/'))
+var EndpointSuffix = (IsAzureGovDeployment ? 'core.usgovcloudapi.net' : 'core.windows.net')
+var BinariesRoutePrefix = 'https://github.com/Azure-Samples/cognitive-services-speech-sdk/releases/download/ingestion-'
+var StartTranscriptionByTimerBinary = '${BinariesRoutePrefix}${Version}/StartTranscriptionByTimer.zip'
+var StartTranscriptionByServiceBusBinary = '${BinariesRoutePrefix}${Version}/StartTranscriptionByServiceBus.zip'
+var FetchTranscriptionBinary = '${BinariesRoutePrefix}${Version}/FetchTranscription.zip'
+
+resource AppInsights 'Microsoft.Insights/components@2020-02-02-preview' = {
+  name: AppInsightsName
+  location: resourceGroup().location
+  tags: {
+    applicationType: 'web'
+    applicationName: 'TranscriptionInsights'
+  }
+  kind: 'web'
+  properties: {
+    Application_Type: 'web'
+  }
+}
+
+resource ServiceBus 'Microsoft.ServiceBus/namespaces@2018-01-01-preview' = {
+  name: ServiceBusName
+  location: resourceGroup().location
+  sku: {
+    name: 'Standard'
+    tier: 'Standard'
+  }
+  properties: {
+    zoneRedundant: false
+  }
+}
+
+resource KeyVault 'Microsoft.KeyVault/vaults@2019-09-01' = {
+  name: KeyVaultName
+  location: resourceGroup().location
+  properties: {
+    enabledForDeployment: 'true'
+    enabledForDiskEncryption: 'false'
+    enabledForTemplateDeployment: 'false'
+    tenantId: subscription().tenantId
+    accessPolicies: [
+      {
+        objectId: reference(StartTranscriptionFunction.id, '2019-08-01', 'full').identity.principalId
+        tenantId: reference(StartTranscriptionFunction.id, '2019-08-01', 'full').identity.tenantId
+        permissions: {
+          secrets: [
+            'get'
+            'list'
+          ]
+        }
+      }
+      {
+        objectId: reference(FetchTranscriptionFunction.id, '2019-08-01', 'full').identity.principalId
+        tenantId: reference(FetchTranscriptionFunction.id, '2019-08-01', 'full').identity.tenantId
+        permissions: {
+          secrets: [
+            'get'
+            'list'
+          ]
+        }
+      }
+    ]
+    sku: {
+      name: 'standard'
+      family: 'A'
+    }
+    networkAcls: {
+      defaultAction: 'Allow'
+      bypass: 'AzureServices'
+    }
+  }
+}
+
+resource KeyVaultName_AzureSpeechServicesKeySecret 'Microsoft.KeyVault/vaults/secrets@2019-09-01' = {
+  parent: KeyVault
+  name: '${AzureSpeechServicesKeySecretName}'
+  location: resourceGroup().location
+  properties: {
+    value: AzureSpeechServicesKey
+  }
+}
+
+resource KeyVaultName_TextAnalyticsKeySecret 'Microsoft.KeyVault/vaults/secrets@2019-09-01' = {
+  parent: KeyVault
+  name: '${TextAnalyticsKeySecretName}'
+  location: resourceGroup().location
+  properties: {
+    value: (empty(TextAnalyticsKey) ? 'NULL' : TextAnalyticsKey)
+  }
+}
+
+resource KeyVaultName_DatabaseConnectionStringSecret 'Microsoft.KeyVault/vaults/secrets@2019-09-01' = {
+  parent: KeyVault
+  name: '${DatabaseConnectionStringSecretName}'
+  location: resourceGroup().location
+  properties: {
+    value: (UseSqlDatabase
+      ? 'Server=tcp:${reference(SqlServerName,'2014-04-01-preview').fullyQualifiedDomainName},1433;Initial Catalog=${DatabaseName};Persist Security Info=False;User ID=${SqlAdministratorLogin};Password=${SqlAdministratorLoginPassword};MultipleActiveResultSets=False;Encrypt=True;TrustServerCertificate=False;Connection Timeout=30;'
+      : 'NULL')
+  }
+  dependsOn: [
+    SqlServer
+  ]
+}
+
+resource SqlServer 'Microsoft.Sql/servers@2021-02-01-preview' = if (UseSqlDatabase) {
+  name: SqlServerName
+  location: resourceGroup().location
+  tags: {
+    displayName: 'SqlServer'
+  }
+  properties: {
+    administratorLogin: SqlAdministratorLogin
+    administratorLoginPassword: SqlAdministratorLoginPassword
+    version: '12.0'
+  }
+}
+
+resource SqlServerName_Database 'Microsoft.Sql/servers/databases@2015-01-01' = if (UseSqlDatabase) {
+  parent: SqlServer
+  name: '${DatabaseName}'
+  location: resourceGroup().location
+  tags: {
+    displayName: 'Database'
+  }
+  properties: {
+    edition: 'Basic'
+    collation: 'SQL_Latin1_General_CP1_CI_AS'
+    requestedServiceObjectiveName: 'Basic'
+  }
+}
+
+resource SqlServerName_DatabaseName_current 'Microsoft.Sql/servers/databases/transparentDataEncryption@2014-04-01-preview' = if (UseSqlDatabase) {
+  parent: SqlServerName_Database
+  name: 'current'
+  location: resourceGroup().location
+  properties: {
+    status: 'Enabled'
+  }
+}
+
+resource SqlServerName_DefaultAuditingSettings 'Microsoft.Sql/servers/auditingSettings@2017-03-01-preview' = if (UseSqlDatabase) {
+  parent: SqlServer
+  name: 'DefaultAuditingSettings'
+  properties: {
+    state: 'Enabled'
+    storageEndpoint: reference(StorageAccount_resource.id, '2018-03-01-preview').PrimaryEndpoints.Blob
+    storageAccountAccessKey: listKeys(StorageAccount_resource.id, '2018-03-01-preview').keys[0].value
+    storageAccountSubscriptionId: subscription().subscriptionId
+    auditActionsAndGroups: null
+    isStorageSecondaryKeyInUse: false
+  }
+}
+
+resource SqlServerName_AllowAllMicrosoftAzureIps 'Microsoft.Sql/servers/firewallrules@2014-04-01' = if (UseSqlDatabase) {
+  parent: SqlServer
+  name: 'AllowAllMicrosoftAzureIps'
+  location: resourceGroup().location
+  properties: {
+    endIpAddress: '0.0.0.0'
+    startIpAddress: '0.0.0.0'
+  }
+}
+
+resource StorageAccount_resource 'Microsoft.Storage/storageAccounts@2019-06-01' = {
+  name: StorageAccountName
+  location: resourceGroup().location
+  sku: {
+    name: 'Standard_GRS'
+    tier: 'Standard'
+  }
+  kind: 'StorageV2'
+  properties: {
+    networkAcls: {
+      bypass: 'AzureServices'
+      virtualNetworkRules: []
+      ipRules: []
+      defaultAction: 'Allow'
+    }
+    supportsHttpsTrafficOnly: true
+    encryption: {
+      services: {
+        file: {
+          keyType: 'Account'
+          enabled: true
+        }
+        blob: {
+          keyType: 'Account'
+          enabled: true
+        }
+      }
+      keySource: 'Microsoft.Storage'
+    }
+    accessTier: 'Hot'
+  }
+}
+
+resource ServiceBusName_RootManageSharedAccessKey 'Microsoft.ServiceBus/namespaces/authorizationRules@2017-04-01' = {
+  parent: ServiceBus
+  name: 'RootManageSharedAccessKey'
+  location: resourceGroup().location
+  properties: {
+    rights: [
+      'Listen'
+      'Manage'
+      'Send'
+    ]
+  }
+}
+
+resource ServiceBusName_start_transcription_queue 'Microsoft.ServiceBus/namespaces/queues@2017-04-01' = {
+  parent: ServiceBus
+  name: 'start_transcription_queue'
+  location: resourceGroup().location
+  properties: {
+    lockDuration: 'PT4M'
+    maxSizeInMegabytes: 5120
+    requiresDuplicateDetection: false
+    requiresSession: false
+    defaultMessageTimeToLive: 'P10675199DT2H48M5.4775807S'
+    deadLetteringOnMessageExpiration: false
+    enableBatchedOperations: false
+    duplicateDetectionHistoryTimeWindow: 'PT10M'
+    maxDeliveryCount: 1
+    status: 'Active'
+    autoDeleteOnIdle: 'P10675199DT2H48M5.4775807S'
+    enablePartitioning: false
+    enableExpress: false
+  }
+}
+
+resource ServiceBusName_fetch_transcription_queue 'Microsoft.ServiceBus/namespaces/queues@2017-04-01' = {
+  parent: ServiceBus
+  name: 'fetch_transcription_queue'
+  location: resourceGroup().location
+  properties: {
+    lockDuration: 'PT5M'
+    maxSizeInMegabytes: 5120
+    requiresDuplicateDetection: false
+    requiresSession: false
+    defaultMessageTimeToLive: 'P10675199DT2H48M5.4775807S'
+    deadLetteringOnMessageExpiration: false
+    enableBatchedOperations: false
+    duplicateDetectionHistoryTimeWindow: 'PT10M'
+    maxDeliveryCount: 5
+    status: 'Active'
+    autoDeleteOnIdle: 'P10675199DT2H48M5.4775807S'
+    enablePartitioning: false
+    enableExpress: false
+  }
+}
+
+resource StorageAccountName_default 'Microsoft.Storage/storageAccounts/blobServices@2019-06-01' = {
+  parent: StorageAccount_resource
+  location: resourceGroup().location
+  name: 'default'
+  sku: {
+    name: 'Standard_GRS'
+  }
+  properties: {
+    cors: {
+      corsRules: []
+    }
+    deleteRetentionPolicy: {
+      enabled: false
+    }
+  }
+}
+
+resource Microsoft_Storage_storageAccounts_fileServices_StorageAccountName_default 'Microsoft.Storage/storageAccounts/fileServices@2019-06-01' = {
+  parent: StorageAccount_resource
+  location: resourceGroup().location
+  name: 'default'
+  sku: {
+    name: 'Standard_GRS'
+  }
+  properties: {
+    cors: {
+      corsRules: []
+    }
+  }
+}
+
+resource ServiceBusName_fetch_transcription_queue_FetchTranscription 'Microsoft.ServiceBus/namespaces/queues/authorizationRules@2017-04-01' = {
+  parent: ServiceBusName_fetch_transcription_queue
+  name: 'FetchTranscription'
+  location: resourceGroup().location
+  properties: {
+    rights: [
+      'Listen'
+      'Send'
+    ]
+  }
+  dependsOn: [
+    ServiceBus
+    ServiceBusName_RootManageSharedAccessKey
+  ]
+}
+
+resource ServiceBusName_start_transcription_queue_StartTranscription 'Microsoft.ServiceBus/namespaces/queues/authorizationRules@2017-04-01' = {
+  parent: ServiceBusName_start_transcription_queue
+  name: 'StartTranscription'
+  location: resourceGroup().location
+  properties: {
+    rights: [
+      'Listen'
+      'Send'
+    ]
+  }
+  dependsOn: [
+    ServiceBus
+    ServiceBusName_RootManageSharedAccessKey
+  ]
+}
+
+resource StorageAccountName_default_AudioInputContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2019-06-01' = {
+  parent: StorageAccountName_default
+  name: AudioInputContainer
+  location: resourceGroup().location
+  properties: {
+    publicAccess: 'None'
+  }
+  dependsOn: [
+    StorageAccount_resource
+  ]
+}
+
+resource StorageAccountName_default_JsonResultOutputContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2019-06-01' = {
+  parent: StorageAccountName_default
+  name: JsonResultOutputContainer
+  location: resourceGroup().location
+  properties: {
+    publicAccess: 'None'
+  }
+  dependsOn: [
+    StorageAccount_resource
+  ]
+}
+
+resource StorageAccountName_default_ConsolidatedFilesOutputContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2019-06-01' = if (CreateConsolidatedOutputFiles) {
+  parent: StorageAccountName_default
+  name: ConsolidatedFilesOutputContainer
+  location: resourceGroup().location
+  properties: {
+    publicAccess: 'None'
+  }
+  dependsOn: [
+    StorageAccount_resource
+  ]
+}
+
+resource StorageAccountName_default_AudioProcessedContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2019-06-01' = if (CreateAudioProcessedContainer) {
+  parent: StorageAccountName_default
+  name: AudioProcessedContainer
+  location: resourceGroup().location
+  properties: {
+    publicAccess: 'None'
+  }
+  dependsOn: [
+    StorageAccount_resource
+  ]
+}
+
+resource StorageAccountName_default_HtmlResultOutputContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2019-06-01' = if (CreateHtmlResultFile) {
+  parent: StorageAccountName_default
+  name: HtmlResultOutputContainer
+  location: resourceGroup().location
+  properties: {
+    publicAccess: 'None'
+  }
+  dependsOn: [
+    StorageAccount_resource
+  ]
+}
+
+resource StorageAccountName_default_ErrorReportOutputContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2019-06-01' = {
+  parent: StorageAccountName_default
+  name: ErrorReportOutputContainer
+  location: resourceGroup().location
+  properties: {
+    publicAccess: 'None'
+  }
+  dependsOn: [
+    StorageAccount_resource
+  ]
+}
+
+resource StorageAccountName_default_ErrorFilesOutputContainer 'Microsoft.Storage/storageAccounts/blobServices/containers@2019-06-01' = {
+  parent: StorageAccountName_default
+  name: ErrorFilesOutputContainer
+  location: resourceGroup().location
+  properties: {
+    publicAccess: 'None'
+  }
+  dependsOn: [
+    StorageAccount_resource
+  ]
+}
+
+resource EventGridSystemTopic 'Microsoft.EventGrid/systemTopics@2020-04-01-preview' = {
+  name: EventGridSystemTopicName
+  location: resourceGroup().location
+  properties: {
+    source: StorageAccount_resource.id
+    topicType: 'Microsoft.Storage.StorageAccounts'
+  }
+  dependsOn: [
+    StorageAccountName_default
+  ]
+}
+
+resource EventGridSystemTopicName_BlobCreatedEvent 'Microsoft.EventGrid/systemTopics/eventSubscriptions@2020-04-01-preview' = {
+  parent: EventGridSystemTopic
+  name: 'BlobCreatedEvent'
+  properties: {
+    destination: {
+      endpointType: 'ServiceBusQueue'
+      properties: {
+        resourceId: '/subscriptions/${subscription().subscriptionId}/resourceGroups/${resourceGroup().name}/providers/Microsoft.ServiceBus/namespaces/${ServiceBusName}/queues/start_transcription_queue'
+      }
+    }
+    filter: {
+      includedEventTypes: [
+        'Microsoft.Storage.BlobCreated'
+      ]
+      advancedFilters: [
+        {
+          operatorType: 'StringBeginsWith'
+          key: 'Subject'
+          values: [
+            '/blobServices/default/containers/${AudioInputContainer}/blobs'
+          ]
+        }
+        {
+          operatorType: 'StringContains'
+          key: 'data.api'
+          values: [
+            'FlushWithClose'
+            'PutBlob'
+            'PutBlockList'
+            'CopyBlob'
+          ]
+        }
+      ]
+    }
+    labels: []
+    eventDeliverySchema: 'EventGridSchema'
+  }
+  dependsOn: [
+    StorageAccountName_default
+    StorageAccount_resource
+    ServiceBusName_start_transcription_queue
+  ]
+}
+
+resource AppServicePlan 'Microsoft.Web/serverfarms@2018-02-01' = {
+  kind: 'app'
+  name: AppServicePlanName
+  location: resourceGroup().location
+  properties: {}
+  sku: {
+    name: 'EP1'
+  }
+  dependsOn: []
+}
+
+resource StartTranscriptionFunction 'Microsoft.Web/sites@2020-09-01' = {
+  name: StartTranscriptionFunctionName
+  location: resourceGroup().location
+  kind: 'functionapp'
+  properties: {
+    serverFarmId: AppServicePlan.id
+    httpsOnly: 'true'
+    siteConfig: {
+      netFrameworkVersion: 'v8.0'
+    }
+  }
+  identity: {
+    type: 'SystemAssigned'
+  }
+}
+
+resource StartTranscriptionFunctionName_AppSettings 'Microsoft.Web/sites/config@2020-09-01' = {
+  parent: StartTranscriptionFunction
+  name: 'AppSettings'
+  location: resourceGroup().location
+  tags: {
+    displayName: 'WebAppSettings'
+  }
+  properties: {
+    AddDiarization: AddDiarization
+    AddWordLevelTimestamps: AddWordLevelTimestamps
+    APPLICATIONINSIGHTS_CONNECTION_STRING: reference(AppInsights.id, '2020-02-02-preview').ConnectionString
+    AudioInputContainer: AudioInputContainer
+    AzureServiceBus: listKeys(ServiceBusName_RootManageSharedAccessKey.id, '2017-04-01').primaryConnectionString
+    AzureSpeechServicesKey: '@Microsoft.KeyVault(VaultName=${KeyVaultName};SecretName=${AzureSpeechServicesKeySecretName})'
+    AzureSpeechServicesRegion: AzureSpeechServicesRegion
+    AzureWebJobsStorage: 'DefaultEndpointsProtocol=https;AccountName=${StorageAccountName};AccountKey=${listKeys(StorageAccount_resource.id,providers('Microsoft.Storage','storageAccounts').apiVersions[0]).keys[0].value};EndpointSuffix=${EndpointSuffix}'
+    AzureWebJobsDashboard: 'DefaultEndpointsProtocol=https;AccountName=${StorageAccountName};AccountKey=${listKeys(StorageAccount_resource.id,providers('Microsoft.Storage','storageAccounts').apiVersions[0]).keys[0].value};EndpointSuffix=${EndpointSuffix}'
+    CustomModelId: CustomModelId
+    ErrorFilesOutputContainer: ErrorFilesOutputContainer
+    ErrorReportOutputContainer: ErrorReportOutputContainer
+    FetchTranscriptionServiceBusConnectionString: listKeys(
+      ServiceBusName_fetch_transcription_queue_FetchTranscription.id,
+      '2017-04-01'
+    ).primaryConnectionString
+    FilesPerTranscriptionJob: FilesPerTranscriptionJob
+    FUNCTIONS_EXTENSION_VERSION: '~4'
+    FUNCTIONS_WORKER_RUNTIME: 'dotnet-isolated'
+    AzureSpeechServicesEndpointUri: AzureSpeechServicesEndpointUri
+    InitialPollingDelayInMinutes: InitialPollingDelayInMinutes
+    IsAzureGovDeployment: IsAzureGovDeployment
+    IsByosEnabledSubscription: IsByosEnabledSubscription
+    MaxPollingDelayInMinutes: MaxPollingDelayInMinutes
+    Locale: Locale
+    MessagesPerFunctionExecution: MessagesPerFunctionExecution
+    StartTranscriptionFunctionTimeInterval: StartTranscriptionFunctionTimeInterval
+    ProfanityFilterMode: ProfanityFilterMode
+    PunctuationMode: PunctuationMode
+    RetryLimit: RetryLimit
+    StartTranscriptionServiceBusConnectionString: listKeys(
+      ServiceBusName_start_transcription_queue_StartTranscription.id,
+      '2017-04-01'
+    ).primaryConnectionString
+    WEBSITE_RUN_FROM_PACKAGE: (TimerBasedExecution
+      ? StartTranscriptionByTimerBinary
+      : StartTranscriptionByServiceBusBinary)
+  }
+  dependsOn: [
+    KeyVault
+    KeyVaultName_AzureSpeechServicesKeySecret
+  ]
+}
+
+resource FetchTranscriptionFunction 'Microsoft.Web/sites@2020-09-01' = {
+  name: FetchTranscriptionFunctionName
+  location: resourceGroup().location
+  kind: 'functionapp'
+  properties: {
+    serverFarmId: AppServicePlan.id
+    httpsOnly: 'true'
+    siteConfig: {
+      netFrameworkVersion: 'v8.0'
+    }
+  }
+  identity: {
+    type: 'SystemAssigned'
+  }
+}
+
+resource FetchTranscriptionFunctionName_AppSettings 'Microsoft.Web/sites/config@2020-09-01' = {
+  parent: FetchTranscriptionFunction
+  name: 'AppSettings'
+  location: resourceGroup().location
+  tags: {
+    displayName: 'WebAppSettings'
+  }
+  properties: {
+    APPLICATIONINSIGHTS_CONNECTION_STRING: reference(AppInsights.id, '2020-02-02-preview').ConnectionString
+    PiiRedactionSetting: PiiRedaction
+    SentimentAnalysisSetting: SentimentAnalysis
+    AudioInputContainer: AudioInputContainer
+    AzureServiceBus: listKeys(ServiceBusName_RootManageSharedAccessKey.id, '2017-04-01').primaryConnectionString
+    AzureSpeechServicesKey: '@Microsoft.KeyVault(VaultName=${KeyVaultName};SecretName=${AzureSpeechServicesKeySecretName})'
+    AzureWebJobsStorage: 'DefaultEndpointsProtocol=https;AccountName=${StorageAccountName};AccountKey=${listKeys(StorageAccount_resource.id,providers('Microsoft.Storage','storageAccounts').apiVersions[0]).keys[0].value};EndpointSuffix=${EndpointSuffix}'
+    AzureWebJobsDashboard: 'DefaultEndpointsProtocol=https;AccountName=${StorageAccountName};AccountKey=${listKeys(StorageAccount_resource.id,providers('Microsoft.Storage','storageAccounts').apiVersions[0]).keys[0].value};EndpointSuffix=${EndpointSuffix}'
+    CreateHtmlResultFile: CreateHtmlResultFile
+    DatabaseConnectionString: '@Microsoft.KeyVault(VaultName=${KeyVaultName};SecretName=${DatabaseConnectionStringSecretName})'
+    ErrorFilesOutputContainer: ErrorFilesOutputContainer
+    ErrorReportOutputContainer: ErrorReportOutputContainer
+    FetchTranscriptionServiceBusConnectionString: listKeys(
+      ServiceBusName_fetch_transcription_queue_FetchTranscription.id,
+      '2017-04-01'
+    ).primaryConnectionString
+    FUNCTIONS_EXTENSION_VERSION: '~4'
+    FUNCTIONS_WORKER_RUNTIME: 'dotnet-isolated'
+    HtmlResultOutputContainer: HtmlResultOutputContainer
+    InitialPollingDelayInMinutes: InitialPollingDelayInMinutes
+    MaxPollingDelayInMinutes: MaxPollingDelayInMinutes
+    JsonResultOutputContainer: JsonResultOutputContainer
+    RetryLimit: RetryLimit
+    StartTranscriptionServiceBusConnectionString: listKeys(
+      ServiceBusName_start_transcription_queue_StartTranscription.id,
+      '2017-04-01'
+    ).primaryConnectionString
+    TextAnalyticsKey: '@Microsoft.KeyVault(VaultName=${KeyVaultName};SecretName=${TextAnalyticsKeySecretName})'
+    TextAnalyticsEndpoint: TextAnalyticsEndpoint
+    UseSqlDatabase: UseSqlDatabase
+    WEBSITE_RUN_FROM_PACKAGE: FetchTranscriptionBinary
+    CreateConsolidatedOutputFiles: CreateConsolidatedOutputFiles
+    ConsolidatedFilesOutputContainer: ConsolidatedFilesOutputContainer
+    CreateAudioProcessedContainer: CreateAudioProcessedContainer
+    AudioProcessedContainer: AudioProcessedContainer
+    PiiCategories: PiiCategories
+    ConversationPiiCategories: ConversationPiiCategories
+    ConversationPiiInferenceSource: ConversationPiiInferenceSource
+    ConversationPiiSetting: ConversationPiiRedaction
+    ConversationSummarizationOptions: ConversationSummarizationOptions
+    CompletedServiceBusConnectionString: CompletedServiceBusConnectionString
+  }
+  dependsOn: [
+    KeyVault
+    KeyVaultName_AzureSpeechServicesKeySecret
+    KeyVaultName_TextAnalyticsKeySecret
+  ]
+}
+
+output StartTranscriptionFunctionId string = StartTranscriptionFunctionId
+output FetchTranscriptionFunctionId string = FetchTranscriptionFunctionId
diff --git a/samples/ingestion/ingestion-client/infra/main.json b/samples/ingestion/ingestion-client/infra/main.json
new file mode 100644
index 000000000..d30aa1b90
--- /dev/null
+++ b/samples/ingestion/ingestion-client/infra/main.json
@@ -0,0 +1,946 @@
+{
+  "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#",
+  "contentVersion": "1.0.0.0",
+  "metadata": {
+    "_generator": {
+      "name": "bicep",
+      "version": "0.28.1.47646",
+      "templateHash": "15609690940076556684"
+    }
+  },
+  "parameters": {
+    "StorageAccount": {
+      "type": "string",
+      "metadata": {
+        "description": "The name of the storage account. It must be unique across all existing storage account names in Azure, between 3 and 24 characters long, and can contain only lowercase letters and numbers."
+      }
+    },
+    "Locale": {
+      "type": "string",
+      "defaultValue": "en-US | English (United States)",
+      "allowedValues": [
+        "ar-BH | Arabic (Bahrain)",
+        "ar-EG | Arabic (Egypt)",
+        "ar-SY | Arabic (Syria)",
+        "ca-ES | Catalan",
+        "da-DK | Danish (Denmark)",
+        "de-DE | German (Germany)",
+        "en-AU | English (Australia)",
+        "en-CA | English (Canada)",
+        "en-GB | English (United Kingdom)",
+        "en-IN | English (India)",
+        "en-NZ | English (New Zealand)",
+        "en-US | English (United States)",
+        "es-ES | Spanish (Spain)",
+        "es-MX | Spanish (Mexico)",
+        "fi-FI | Finnish (Finland)",
+        "fr-CA | French (Canada)",
+        "fr-FR | French (France)",
+        "gu-IN | Gujarati (Indian)",
+        "hi-IN | Hindi (India)",
+        "it-IT | Italian (Italy)",
+        "ja-JP | Japanese (Japan)",
+        "ko-KR | Korean (Korea)",
+        "mr-IN | Marathi (India)",
+        "nb-NO | Norwegian (Bokmål)",
+        "nl-NL | Dutch (Netherlands)",
+        "pl-PL | Polish (Poland)",
+        "pt-BR | Portuguese (Brazil)",
+        "pt-PT | Portuguese (Portugal)",
+        "ru-RU | Russian (Russia)",
+        "sv-SE | Swedish (Sweden)",
+        "ta-IN | Tamil (India)",
+        "te-IN | Telugu (India)",
+        "th-TH | Thai (Thailand)",
+        "tr-TR | Turkish (Turkey)",
+        "zh-CN | Chinese (Mandarin, simplified)",
+        "zh-HK | Chinese (Cantonese, Traditional)",
+        "zh-TW | Chinese (Taiwanese Mandarin)"
+      ]
+    },
+    "CustomModelId": {
+      "type": "string",
+      "defaultValue": "",
+      "metadata": {
+        "description": "The id of the custom model for transcription. If empty, the base model will be selected."
+      }
+    },
+    "AzureSpeechServicesKey": {
+      "type": "securestring",
+      "metadata": {
+        "description": "The key for the Azure Speech Services subscription."
+      }
+    },
+    "AzureSpeechServicesRegion": {
+      "type": "string",
+      "defaultValue": "westus",
+      "allowedValues": [
+        "centralus",
+        "eastus",
+        "eastus2",
+        "northcentralus",
+        "southcentralus",
+        "westcentralus",
+        "westus",
+        "westus2",
+        "canadacentral",
+        "brazilsouth",
+        "eastasia",
+        "southeastasia",
+        "australiaeast",
+        "centralindia",
+        "japaneast",
+        "japanwest",
+        "koreacentral",
+        "northeurope",
+        "westeurope",
+        "francecentral",
+        "uksouth",
+        "usgovarizona",
+        "usgovvirginia"
+      ],
+      "metadata": {
+        "description": "The region the Azure speech services subscription is associated with."
+      }
+    },
+    "CustomEndpoint": {
+      "type": "string",
+      "defaultValue": "",
+      "metadata": {
+        "description": "Enter the address of your private endpoint here (e.g. https://mycustomendpoint.cognitiveservices.azure.com/) if you are connecting with a private endpoint"
+      }
+    },
+    "StartTranscriptionFunctionTimeInterval": {
+      "type": "string",
+      "defaultValue": "0 */2 * * * *",
+      "metadata": {
+        "description": "The time interval for the timer trigger in the StartTranscription function (https://learn.microsoft.com/en-us/azure/azure-functions/functions-bindings-timer?tabs=python-v2%2Cisolated-process%2Cnodejs-v4&pivots=programming-language-csharp#ncrontab-expressions). The default value is every 2 minutes."
+      }
+    },
+    "ProfanityFilterMode": {
+      "type": "string",
+      "defaultValue": "None",
+      "allowedValues": [
+        "None",
+        "Removed",
+        "Tags",
+        "Masked"
+      ],
+      "metadata": {
+        "description": "The requested profanity filter mode."
+      }
+    },
+    "PunctuationMode": {
+      "type": "string",
+      "defaultValue": "DictatedAndAutomatic",
+      "allowedValues": [
+        "None",
+        "Dictated",
+        "Automatic",
+        "DictatedAndAutomatic"
+      ],
+      "metadata": {
+        "description": "The requested punctuation mode."
+      }
+    },
+    "AddDiarization": {
+      "type": "bool",
+      "defaultValue": false,
+      "metadata": {
+        "description": "A value indicating whether diarization (speaker separation) is requested."
+      }
+    },
+    "AddWordLevelTimestamps": {
+      "type": "bool",
+      "defaultValue": false,
+      "metadata": {
+        "description": "A value indicating whether word level timestamps are requested."
+      }
+    },
+    "TextAnalyticsKey": {
+      "type": "securestring",
+      "defaultValue": "",
+      "metadata": {
+        "description": "The key for the Text Analytics subscription."
+      }
+    },
+    "TextAnalyticsEndpoint": {
+      "type": "string",
+      "defaultValue": "",
+      "metadata": {
+        "description": "The endpoint the Text Analytics subscription is associated with (format should be like https://{resourceName}.cognitiveservices.azure.com or https://{region}.api.cognitive.microsoft.com or similar). If empty, no text analysis will be performed."
+      }
+    },
+    "SentimentAnalysis": {
+      "type": "string",
+      "defaultValue": "None",
+      "allowedValues": [
+        "None",
+        "UtteranceLevel",
+        "AudioLevel"
+      ],
+      "metadata": {
+        "description": "A value indicating whether sentiment analysis is requested (either per utterance or per audio). Will only be performed if a Text Analytics Key and Region is provided."
+      }
+    },
+    "PiiRedaction": {
+      "type": "string",
+      "defaultValue": "None",
+      "allowedValues": [
+        "None",
+        "UtteranceAndAudioLevel"
+      ],
+      "metadata": {
+        "description": "A value indicating whether personally identifiable information (PII) redaction is requested. Will only be performed if a Text Analytics Key and Region is provided."
+      }
+    },
+    "SqlAdministratorLogin": {
+      "type": "string",
+      "defaultValue": "",
+      "metadata": {
+        "description": "The administrator username of the SQL Server, which is used to gain insights of the audio with the provided PowerBI scripts. If it is left empty, no SQL server/database will be created."
+      }
+    },
+    "SqlAdministratorLoginPassword": {
+      "type": "securestring",
+      "defaultValue": "",
+      "metadata": {
+        "description": "The administrator password of the SQL Server. If it is left empty, no SQL server/database will be created."
+      }
+    },
+    "DeploymentId": {
+      "type": "string",
+      "defaultValue": "[utcNow()]",
+      "metadata": {
+        "description": "Id that will be suffixed to all created resources to identify resources of a certain deployment. Leave as is to use timestamp as deployment id."
+      }
+    },
+    "CompletedServiceBusConnectionString": {
+      "type": "securestring",
+      "defaultValue": "",
+      "metadata": {
+        "description": "The connection string for the Service Bus Queue where you want to receive the notification of completion of the transcription for each audio file. If left empty, no completion notification will be sent."
+      }
+    }
+  },
+  "variables": {
+    "Version": "v2.1.5",
+    "AudioInputContainer": "audio-input",
+    "AudioProcessedContainer": "audio-processed",
+    "ErrorFilesOutputContainer": "audio-failed",
+    "JsonResultOutputContainer": "json-result-output",
+    "HtmlResultOutputContainer": "html-result-output",
+    "ErrorReportOutputContainer": "error-report",
+    "ConsolidatedFilesOutputContainer": "consolidated-files",
+    "CreateHtmlResultFile": false,
+    "CreateConsolidatedOutputFiles": false,
+    "TimerBasedExecution": true,
+    "CreateAudioProcessedContainer": true,
+    "IsByosEnabledSubscription": false,
+    "MessagesPerFunctionExecution": 1000,
+    "FilesPerTranscriptionJob": 100,
+    "RetryLimit": 4,
+    "InitialPollingDelayInMinutes": 2,
+    "MaxPollingDelayInMinutes": 180,
+    "InstanceId": "[parameters('DeploymentId')]",
+    "StorageAccountName": "[parameters('StorageAccount')]",
+    "UseSqlDatabase": "[and(not(equals(parameters('SqlAdministratorLogin'), '')), not(equals(parameters('SqlAdministratorLoginPassword'), '')))]",
+    "SqlServerName": "[format('sqlserver{0}', toLower(variables('InstanceId')))]",
+    "DatabaseName": "[format('Database-{0}', toLower(variables('InstanceId')))]",
+    "ServiceBusName": "[format('ServiceBus-{0}', variables('InstanceId'))]",
+    "AppInsightsName": "[format('AppInsights-{0}', variables('InstanceId'))]",
+    "KeyVaultName": "[format('KV-{0}', variables('InstanceId'))]",
+    "EventGridSystemTopicName": "[format('{0}-{1}', variables('StorageAccountName'), variables('InstanceId'))]",
+    "StartTranscriptionFunctionName": "[take(format('StartTranscriptionFunction-{0}', variables('InstanceId')), 60)]",
+    "StartTranscriptionFunctionId": "[resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName'))]",
+    "FetchTranscriptionFunctionName": "[take(format('FetchTranscriptionFunction-{0}', variables('InstanceId')), 60)]",
+    "FetchTranscriptionFunctionId": "[resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName'))]",
+    "AppServicePlanName": "[format('AppServicePlan-{0}', variables('InstanceId'))]",
+    "AzureSpeechServicesKeySecretName": "AzureSpeechServicesKey",
+    "TextAnalyticsKeySecretName": "TextAnalyticsKey",
+    "DatabaseConnectionStringSecretName": "DatabaseConnectionString",
+    "PiiCategories": "",
+    "ConversationPiiCategories": "",
+    "ConversationPiiRedaction": "None",
+    "ConversationPiiInferenceSource": "text",
+    "ConversationSummarizationOptions": "{\"Stratergy\":{\"Key\":\"Channel\",\"Mapping\":{\"0\":\"Agent\",\"1\":\"Customer\"},\"FallbackRole\":\"None\"},\"Aspects\":[\"Issue\",\"Resolution\",\"ChapterTitle\",\"Narrative\"],\"Enabled\":false,\"InputLengthLimit\":125000}",
+    "IsAzureGovDeployment": "[or(equals(parameters('AzureSpeechServicesRegion'), 'usgovarizona'), equals(parameters('AzureSpeechServicesRegion'), 'usgovvirginia'))]",
+    "AzureSpeechServicesEndpointUri": "[if(not(equals(parameters('CustomEndpoint'), '')), parameters('CustomEndpoint'), if(variables('IsAzureGovDeployment'), format('https://{0}.api.cognitive.microsoft.us/', parameters('AzureSpeechServicesRegion')), format('https://{0}.api.cognitive.microsoft.com/', parameters('AzureSpeechServicesRegion'))))]",
+    "EndpointSuffix": "[if(variables('IsAzureGovDeployment'), 'core.usgovcloudapi.net', 'core.windows.net')]",
+    "BinariesRoutePrefix": "https://github.com/Azure-Samples/cognitive-services-speech-sdk/releases/download/ingestion-",
+    "StartTranscriptionByTimerBinary": "[format('{0}{1}/StartTranscriptionByTimer.zip', variables('BinariesRoutePrefix'), variables('Version'))]",
+    "StartTranscriptionByServiceBusBinary": "[format('{0}{1}/StartTranscriptionByServiceBus.zip', variables('BinariesRoutePrefix'), variables('Version'))]",
+    "FetchTranscriptionBinary": "[format('{0}{1}/FetchTranscription.zip', variables('BinariesRoutePrefix'), variables('Version'))]"
+  },
+  "resources": [
+    {
+      "type": "Microsoft.Insights/components",
+      "apiVersion": "2020-02-02-preview",
+      "name": "[variables('AppInsightsName')]",
+      "location": "[resourceGroup().location]",
+      "tags": {
+        "applicationType": "web",
+        "applicationName": "TranscriptionInsights"
+      },
+      "kind": "web",
+      "properties": {
+        "Application_Type": "web"
+      }
+    },
+    {
+      "type": "Microsoft.ServiceBus/namespaces",
+      "apiVersion": "2018-01-01-preview",
+      "name": "[variables('ServiceBusName')]",
+      "location": "[resourceGroup().location]",
+      "sku": {
+        "name": "Standard",
+        "tier": "Standard"
+      },
+      "properties": {
+        "zoneRedundant": false
+      }
+    },
+    {
+      "type": "Microsoft.KeyVault/vaults",
+      "apiVersion": "2019-09-01",
+      "name": "[variables('KeyVaultName')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "enabledForDeployment": "true",
+        "enabledForDiskEncryption": "false",
+        "enabledForTemplateDeployment": "false",
+        "tenantId": "[subscription().tenantId]",
+        "accessPolicies": [
+          {
+            "objectId": "[reference(resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName')), '2019-08-01', 'full').identity.principalId]",
+            "tenantId": "[reference(resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName')), '2019-08-01', 'full').identity.tenantId]",
+            "permissions": {
+              "secrets": [
+                "get",
+                "list"
+              ]
+            }
+          },
+          {
+            "objectId": "[reference(resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName')), '2019-08-01', 'full').identity.principalId]",
+            "tenantId": "[reference(resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName')), '2019-08-01', 'full').identity.tenantId]",
+            "permissions": {
+              "secrets": [
+                "get",
+                "list"
+              ]
+            }
+          }
+        ],
+        "sku": {
+          "name": "standard",
+          "family": "A"
+        },
+        "networkAcls": {
+          "defaultAction": "Allow",
+          "bypass": "AzureServices"
+        }
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName'))]",
+        "[resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.KeyVault/vaults/secrets",
+      "apiVersion": "2019-09-01",
+      "name": "[format('{0}/{1}', variables('KeyVaultName'), format('{0}', variables('AzureSpeechServicesKeySecretName')))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "value": "[parameters('AzureSpeechServicesKey')]"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.KeyVault/vaults', variables('KeyVaultName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.KeyVault/vaults/secrets",
+      "apiVersion": "2019-09-01",
+      "name": "[format('{0}/{1}', variables('KeyVaultName'), format('{0}', variables('TextAnalyticsKeySecretName')))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "value": "[if(empty(parameters('TextAnalyticsKey')), 'NULL', parameters('TextAnalyticsKey'))]"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.KeyVault/vaults', variables('KeyVaultName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.KeyVault/vaults/secrets",
+      "apiVersion": "2019-09-01",
+      "name": "[format('{0}/{1}', variables('KeyVaultName'), format('{0}', variables('DatabaseConnectionStringSecretName')))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "value": "[if(variables('UseSqlDatabase'), format('Server=tcp:{0},1433;Initial Catalog={1};Persist Security Info=False;User ID={2};Password={3};MultipleActiveResultSets=False;Encrypt=True;TrustServerCertificate=False;Connection Timeout=30;', reference(variables('SqlServerName'), '2014-04-01-preview').fullyQualifiedDomainName, variables('DatabaseName'), parameters('SqlAdministratorLogin'), parameters('SqlAdministratorLoginPassword')), 'NULL')]"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.KeyVault/vaults', variables('KeyVaultName'))]",
+        "[resourceId('Microsoft.Sql/servers', variables('SqlServerName'))]"
+      ]
+    },
+    {
+      "condition": "[variables('UseSqlDatabase')]",
+      "type": "Microsoft.Sql/servers",
+      "apiVersion": "2021-02-01-preview",
+      "name": "[variables('SqlServerName')]",
+      "location": "[resourceGroup().location]",
+      "tags": {
+        "displayName": "SqlServer"
+      },
+      "properties": {
+        "administratorLogin": "[parameters('SqlAdministratorLogin')]",
+        "administratorLoginPassword": "[parameters('SqlAdministratorLoginPassword')]",
+        "version": "12.0"
+      }
+    },
+    {
+      "condition": "[variables('UseSqlDatabase')]",
+      "type": "Microsoft.Sql/servers/databases",
+      "apiVersion": "2015-01-01",
+      "name": "[format('{0}/{1}', variables('SqlServerName'), format('{0}', variables('DatabaseName')))]",
+      "location": "[resourceGroup().location]",
+      "tags": {
+        "displayName": "Database"
+      },
+      "properties": {
+        "edition": "Basic",
+        "collation": "SQL_Latin1_General_CP1_CI_AS",
+        "requestedServiceObjectiveName": "Basic"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Sql/servers', variables('SqlServerName'))]"
+      ]
+    },
+    {
+      "condition": "[variables('UseSqlDatabase')]",
+      "type": "Microsoft.Sql/servers/databases/transparentDataEncryption",
+      "apiVersion": "2014-04-01-preview",
+      "name": "[format('{0}/{1}/{2}', variables('SqlServerName'), format('{0}', variables('DatabaseName')), 'current')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "status": "Enabled"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Sql/servers/databases', variables('SqlServerName'), format('{0}', variables('DatabaseName')))]"
+      ]
+    },
+    {
+      "condition": "[variables('UseSqlDatabase')]",
+      "type": "Microsoft.Sql/servers/auditingSettings",
+      "apiVersion": "2017-03-01-preview",
+      "name": "[format('{0}/{1}', variables('SqlServerName'), 'DefaultAuditingSettings')]",
+      "properties": {
+        "state": "Enabled",
+        "storageEndpoint": "[reference(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), '2018-03-01-preview').PrimaryEndpoints.Blob]",
+        "storageAccountAccessKey": "[listKeys(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), '2018-03-01-preview').keys[0].value]",
+        "storageAccountSubscriptionId": "[subscription().subscriptionId]",
+        "auditActionsAndGroups": null,
+        "isStorageSecondaryKeyInUse": false
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Sql/servers', variables('SqlServerName'))]",
+        "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
+      ]
+    },
+    {
+      "condition": "[variables('UseSqlDatabase')]",
+      "type": "Microsoft.Sql/servers/firewallRules",
+      "apiVersion": "2014-04-01",
+      "name": "[format('{0}/{1}', variables('SqlServerName'), 'AllowAllMicrosoftAzureIps')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "endIpAddress": "0.0.0.0",
+        "startIpAddress": "0.0.0.0"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Sql/servers', variables('SqlServerName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.Storage/storageAccounts",
+      "apiVersion": "2019-06-01",
+      "name": "[variables('StorageAccountName')]",
+      "location": "[resourceGroup().location]",
+      "sku": {
+        "name": "Standard_GRS",
+        "tier": "Standard"
+      },
+      "kind": "StorageV2",
+      "properties": {
+        "networkAcls": {
+          "bypass": "AzureServices",
+          "virtualNetworkRules": [],
+          "ipRules": [],
+          "defaultAction": "Allow"
+        },
+        "supportsHttpsTrafficOnly": true,
+        "encryption": {
+          "services": {
+            "file": {
+              "keyType": "Account",
+              "enabled": true
+            },
+            "blob": {
+              "keyType": "Account",
+              "enabled": true
+            }
+          },
+          "keySource": "Microsoft.Storage"
+        },
+        "accessTier": "Hot"
+      }
+    },
+    {
+      "type": "Microsoft.ServiceBus/namespaces/AuthorizationRules",
+      "apiVersion": "2017-04-01",
+      "name": "[format('{0}/{1}', variables('ServiceBusName'), 'RootManageSharedAccessKey')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "rights": [
+          "Listen",
+          "Manage",
+          "Send"
+        ]
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.ServiceBus/namespaces', variables('ServiceBusName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.ServiceBus/namespaces/queues",
+      "apiVersion": "2017-04-01",
+      "name": "[format('{0}/{1}', variables('ServiceBusName'), 'start_transcription_queue')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "lockDuration": "PT4M",
+        "maxSizeInMegabytes": 5120,
+        "requiresDuplicateDetection": false,
+        "requiresSession": false,
+        "defaultMessageTimeToLive": "P10675199DT2H48M5.4775807S",
+        "deadLetteringOnMessageExpiration": false,
+        "enableBatchedOperations": false,
+        "duplicateDetectionHistoryTimeWindow": "PT10M",
+        "maxDeliveryCount": 1,
+        "status": "Active",
+        "autoDeleteOnIdle": "P10675199DT2H48M5.4775807S",
+        "enablePartitioning": false,
+        "enableExpress": false
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.ServiceBus/namespaces', variables('ServiceBusName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.ServiceBus/namespaces/queues",
+      "apiVersion": "2017-04-01",
+      "name": "[format('{0}/{1}', variables('ServiceBusName'), 'fetch_transcription_queue')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "lockDuration": "PT5M",
+        "maxSizeInMegabytes": 5120,
+        "requiresDuplicateDetection": false,
+        "requiresSession": false,
+        "defaultMessageTimeToLive": "P10675199DT2H48M5.4775807S",
+        "deadLetteringOnMessageExpiration": false,
+        "enableBatchedOperations": false,
+        "duplicateDetectionHistoryTimeWindow": "PT10M",
+        "maxDeliveryCount": 5,
+        "status": "Active",
+        "autoDeleteOnIdle": "P10675199DT2H48M5.4775807S",
+        "enablePartitioning": false,
+        "enableExpress": false
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.ServiceBus/namespaces', variables('ServiceBusName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.Storage/storageAccounts/blobServices",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}', variables('StorageAccountName'), 'default')]",
+      "location": "[resourceGroup().location]",
+      "sku": {
+        "name": "Standard_GRS"
+      },
+      "properties": {
+        "cors": {
+          "corsRules": []
+        },
+        "deleteRetentionPolicy": {
+          "enabled": false
+        }
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.Storage/storageAccounts/fileServices",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}', variables('StorageAccountName'), 'default')]",
+      "location": "[resourceGroup().location]",
+      "sku": {
+        "name": "Standard_GRS"
+      },
+      "properties": {
+        "cors": {
+          "corsRules": []
+        }
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.ServiceBus/namespaces/queues/authorizationRules",
+      "apiVersion": "2017-04-01",
+      "name": "[format('{0}/{1}/{2}', variables('ServiceBusName'), 'fetch_transcription_queue', 'FetchTranscription')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "rights": [
+          "Listen",
+          "Send"
+        ]
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.ServiceBus/namespaces/queues', variables('ServiceBusName'), 'fetch_transcription_queue')]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/AuthorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey')]"
+      ]
+    },
+    {
+      "type": "Microsoft.ServiceBus/namespaces/queues/authorizationRules",
+      "apiVersion": "2017-04-01",
+      "name": "[format('{0}/{1}/{2}', variables('ServiceBusName'), 'start_transcription_queue', 'StartTranscription')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "rights": [
+          "Listen",
+          "Send"
+        ]
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.ServiceBus/namespaces/AuthorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey')]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/queues', variables('ServiceBusName'), 'start_transcription_queue')]"
+      ]
+    },
+    {
+      "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}/{2}', variables('StorageAccountName'), 'default', variables('AudioInputContainer'))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "publicAccess": "None"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}/{2}', variables('StorageAccountName'), 'default', variables('JsonResultOutputContainer'))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "publicAccess": "None"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "condition": "[variables('CreateConsolidatedOutputFiles')]",
+      "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}/{2}', variables('StorageAccountName'), 'default', variables('ConsolidatedFilesOutputContainer'))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "publicAccess": "None"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "condition": "[variables('CreateAudioProcessedContainer')]",
+      "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}/{2}', variables('StorageAccountName'), 'default', variables('AudioProcessedContainer'))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "publicAccess": "None"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "condition": "[variables('CreateHtmlResultFile')]",
+      "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}/{2}', variables('StorageAccountName'), 'default', variables('HtmlResultOutputContainer'))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "publicAccess": "None"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}/{2}', variables('StorageAccountName'), 'default', variables('ErrorReportOutputContainer'))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "publicAccess": "None"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "type": "Microsoft.Storage/storageAccounts/blobServices/containers",
+      "apiVersion": "2019-06-01",
+      "name": "[format('{0}/{1}/{2}', variables('StorageAccountName'), 'default', variables('ErrorFilesOutputContainer'))]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "publicAccess": "None"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "type": "Microsoft.EventGrid/systemTopics",
+      "apiVersion": "2020-04-01-preview",
+      "name": "[variables('EventGridSystemTopicName')]",
+      "location": "[resourceGroup().location]",
+      "properties": {
+        "source": "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]",
+        "topicType": "Microsoft.Storage.StorageAccounts"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]",
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "type": "Microsoft.EventGrid/systemTopics/eventSubscriptions",
+      "apiVersion": "2020-04-01-preview",
+      "name": "[format('{0}/{1}', variables('EventGridSystemTopicName'), 'BlobCreatedEvent')]",
+      "properties": {
+        "destination": {
+          "endpointType": "ServiceBusQueue",
+          "properties": {
+            "resourceId": "[format('/subscriptions/{0}/resourceGroups/{1}/providers/Microsoft.ServiceBus/namespaces/{2}/queues/start_transcription_queue', subscription().subscriptionId, resourceGroup().name, variables('ServiceBusName'))]"
+          }
+        },
+        "filter": {
+          "includedEventTypes": [
+            "Microsoft.Storage.BlobCreated"
+          ],
+          "advancedFilters": [
+            {
+              "operatorType": "StringBeginsWith",
+              "key": "Subject",
+              "values": [
+                "[format('/blobServices/default/containers/{0}/blobs', variables('AudioInputContainer'))]"
+              ]
+            },
+            {
+              "operatorType": "StringContains",
+              "key": "data.api",
+              "values": [
+                "FlushWithClose",
+                "PutBlob",
+                "PutBlockList",
+                "CopyBlob"
+              ]
+            }
+          ]
+        },
+        "labels": [],
+        "eventDeliverySchema": "EventGridSchema"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.EventGrid/systemTopics', variables('EventGridSystemTopicName'))]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/queues', variables('ServiceBusName'), 'start_transcription_queue')]",
+        "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]",
+        "[resourceId('Microsoft.Storage/storageAccounts/blobServices', variables('StorageAccountName'), 'default')]"
+      ]
+    },
+    {
+      "type": "Microsoft.Web/serverfarms",
+      "apiVersion": "2018-02-01",
+      "name": "[variables('AppServicePlanName')]",
+      "kind": "app",
+      "location": "[resourceGroup().location]",
+      "properties": {},
+      "sku": {
+        "name": "EP1"
+      }
+    },
+    {
+      "type": "Microsoft.Web/sites",
+      "apiVersion": "2020-09-01",
+      "name": "[variables('StartTranscriptionFunctionName')]",
+      "location": "[resourceGroup().location]",
+      "kind": "functionapp",
+      "properties": {
+        "serverFarmId": "[resourceId('Microsoft.Web/serverfarms', variables('AppServicePlanName'))]",
+        "httpsOnly": "true",
+        "siteConfig": {
+          "netFrameworkVersion": "v8.0"
+        }
+      },
+      "identity": {
+        "type": "SystemAssigned"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Web/serverfarms', variables('AppServicePlanName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.Web/sites/config",
+      "apiVersion": "2020-09-01",
+      "name": "[format('{0}/{1}', variables('StartTranscriptionFunctionName'), 'AppSettings')]",
+      "location": "[resourceGroup().location]",
+      "tags": {
+        "displayName": "WebAppSettings"
+      },
+      "properties": {
+        "AddDiarization": "[parameters('AddDiarization')]",
+        "AddWordLevelTimestamps": "[parameters('AddWordLevelTimestamps')]",
+        "APPLICATIONINSIGHTS_CONNECTION_STRING": "[reference(resourceId('Microsoft.Insights/components', variables('AppInsightsName')), '2020-02-02-preview').ConnectionString]",
+        "AudioInputContainer": "[variables('AudioInputContainer')]",
+        "AzureServiceBus": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/AuthorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey'), '2017-04-01').primaryConnectionString]",
+        "AzureSpeechServicesKey": "[format('@Microsoft.KeyVault(VaultName={0};SecretName={1})', variables('KeyVaultName'), variables('AzureSpeechServicesKeySecretName'))]",
+        "AzureSpeechServicesRegion": "[parameters('AzureSpeechServicesRegion')]",
+        "AzureWebJobsStorage": "[format('DefaultEndpointsProtocol=https;AccountName={0};AccountKey={1};EndpointSuffix={2}', variables('StorageAccountName'), listKeys(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), providers('Microsoft.Storage', 'storageAccounts').apiVersions[0]).keys[0].value, variables('EndpointSuffix'))]",
+        "AzureWebJobsDashboard": "[format('DefaultEndpointsProtocol=https;AccountName={0};AccountKey={1};EndpointSuffix={2}', variables('StorageAccountName'), listKeys(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), providers('Microsoft.Storage', 'storageAccounts').apiVersions[0]).keys[0].value, variables('EndpointSuffix'))]",
+        "CustomModelId": "[parameters('CustomModelId')]",
+        "ErrorFilesOutputContainer": "[variables('ErrorFilesOutputContainer')]",
+        "ErrorReportOutputContainer": "[variables('ErrorReportOutputContainer')]",
+        "FetchTranscriptionServiceBusConnectionString": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'fetch_transcription_queue', 'FetchTranscription'), '2017-04-01').primaryConnectionString]",
+        "FilesPerTranscriptionJob": "[variables('FilesPerTranscriptionJob')]",
+        "FUNCTIONS_EXTENSION_VERSION": "~4",
+        "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
+        "AzureSpeechServicesEndpointUri": "[variables('AzureSpeechServicesEndpointUri')]",
+        "InitialPollingDelayInMinutes": "[variables('InitialPollingDelayInMinutes')]",
+        "IsAzureGovDeployment": "[variables('IsAzureGovDeployment')]",
+        "IsByosEnabledSubscription": "[variables('IsByosEnabledSubscription')]",
+        "MaxPollingDelayInMinutes": "[variables('MaxPollingDelayInMinutes')]",
+        "Locale": "[parameters('Locale')]",
+        "MessagesPerFunctionExecution": "[variables('MessagesPerFunctionExecution')]",
+        "StartTranscriptionFunctionTimeInterval": "[parameters('StartTranscriptionFunctionTimeInterval')]",
+        "ProfanityFilterMode": "[parameters('ProfanityFilterMode')]",
+        "PunctuationMode": "[parameters('PunctuationMode')]",
+        "RetryLimit": "[variables('RetryLimit')]",
+        "StartTranscriptionServiceBusConnectionString": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'start_transcription_queue', 'StartTranscription'), '2017-04-01').primaryConnectionString]",
+        "WEBSITE_RUN_FROM_PACKAGE": "[if(variables('TimerBasedExecution'), variables('StartTranscriptionByTimerBinary'), variables('StartTranscriptionByServiceBusBinary'))]"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Insights/components', variables('AppInsightsName'))]",
+        "[resourceId('Microsoft.KeyVault/vaults', variables('KeyVaultName'))]",
+        "[resourceId('Microsoft.KeyVault/vaults/secrets', variables('KeyVaultName'), format('{0}', variables('AzureSpeechServicesKeySecretName')))]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'fetch_transcription_queue', 'FetchTranscription')]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/AuthorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey')]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'start_transcription_queue', 'StartTranscription')]",
+        "[resourceId('Microsoft.Web/sites', variables('StartTranscriptionFunctionName'))]",
+        "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.Web/sites",
+      "apiVersion": "2020-09-01",
+      "name": "[variables('FetchTranscriptionFunctionName')]",
+      "location": "[resourceGroup().location]",
+      "kind": "functionapp",
+      "properties": {
+        "serverFarmId": "[resourceId('Microsoft.Web/serverfarms', variables('AppServicePlanName'))]",
+        "httpsOnly": "true",
+        "siteConfig": {
+          "netFrameworkVersion": "v8.0"
+        }
+      },
+      "identity": {
+        "type": "SystemAssigned"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Web/serverfarms', variables('AppServicePlanName'))]"
+      ]
+    },
+    {
+      "type": "Microsoft.Web/sites/config",
+      "apiVersion": "2020-09-01",
+      "name": "[format('{0}/{1}', variables('FetchTranscriptionFunctionName'), 'AppSettings')]",
+      "location": "[resourceGroup().location]",
+      "tags": {
+        "displayName": "WebAppSettings"
+      },
+      "properties": {
+        "APPLICATIONINSIGHTS_CONNECTION_STRING": "[reference(resourceId('Microsoft.Insights/components', variables('AppInsightsName')), '2020-02-02-preview').ConnectionString]",
+        "PiiRedactionSetting": "[parameters('PiiRedaction')]",
+        "SentimentAnalysisSetting": "[parameters('SentimentAnalysis')]",
+        "AudioInputContainer": "[variables('AudioInputContainer')]",
+        "AzureServiceBus": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/AuthorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey'), '2017-04-01').primaryConnectionString]",
+        "AzureSpeechServicesKey": "[format('@Microsoft.KeyVault(VaultName={0};SecretName={1})', variables('KeyVaultName'), variables('AzureSpeechServicesKeySecretName'))]",
+        "AzureWebJobsStorage": "[format('DefaultEndpointsProtocol=https;AccountName={0};AccountKey={1};EndpointSuffix={2}', variables('StorageAccountName'), listKeys(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), providers('Microsoft.Storage', 'storageAccounts').apiVersions[0]).keys[0].value, variables('EndpointSuffix'))]",
+        "AzureWebJobsDashboard": "[format('DefaultEndpointsProtocol=https;AccountName={0};AccountKey={1};EndpointSuffix={2}', variables('StorageAccountName'), listKeys(resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName')), providers('Microsoft.Storage', 'storageAccounts').apiVersions[0]).keys[0].value, variables('EndpointSuffix'))]",
+        "CreateHtmlResultFile": "[variables('CreateHtmlResultFile')]",
+        "DatabaseConnectionString": "[format('@Microsoft.KeyVault(VaultName={0};SecretName={1})', variables('KeyVaultName'), variables('DatabaseConnectionStringSecretName'))]",
+        "ErrorFilesOutputContainer": "[variables('ErrorFilesOutputContainer')]",
+        "ErrorReportOutputContainer": "[variables('ErrorReportOutputContainer')]",
+        "FetchTranscriptionServiceBusConnectionString": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'fetch_transcription_queue', 'FetchTranscription'), '2017-04-01').primaryConnectionString]",
+        "FUNCTIONS_EXTENSION_VERSION": "~4",
+        "FUNCTIONS_WORKER_RUNTIME": "dotnet-isolated",
+        "HtmlResultOutputContainer": "[variables('HtmlResultOutputContainer')]",
+        "InitialPollingDelayInMinutes": "[variables('InitialPollingDelayInMinutes')]",
+        "MaxPollingDelayInMinutes": "[variables('MaxPollingDelayInMinutes')]",
+        "JsonResultOutputContainer": "[variables('JsonResultOutputContainer')]",
+        "RetryLimit": "[variables('RetryLimit')]",
+        "StartTranscriptionServiceBusConnectionString": "[listKeys(resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'start_transcription_queue', 'StartTranscription'), '2017-04-01').primaryConnectionString]",
+        "TextAnalyticsKey": "[format('@Microsoft.KeyVault(VaultName={0};SecretName={1})', variables('KeyVaultName'), variables('TextAnalyticsKeySecretName'))]",
+        "TextAnalyticsEndpoint": "[parameters('TextAnalyticsEndpoint')]",
+        "UseSqlDatabase": "[variables('UseSqlDatabase')]",
+        "WEBSITE_RUN_FROM_PACKAGE": "[variables('FetchTranscriptionBinary')]",
+        "CreateConsolidatedOutputFiles": "[variables('CreateConsolidatedOutputFiles')]",
+        "ConsolidatedFilesOutputContainer": "[variables('ConsolidatedFilesOutputContainer')]",
+        "CreateAudioProcessedContainer": "[variables('CreateAudioProcessedContainer')]",
+        "AudioProcessedContainer": "[variables('AudioProcessedContainer')]",
+        "PiiCategories": "[variables('PiiCategories')]",
+        "ConversationPiiCategories": "[variables('ConversationPiiCategories')]",
+        "ConversationPiiInferenceSource": "[variables('ConversationPiiInferenceSource')]",
+        "ConversationPiiSetting": "[variables('ConversationPiiRedaction')]",
+        "ConversationSummarizationOptions": "[variables('ConversationSummarizationOptions')]",
+        "CompletedServiceBusConnectionString": "[parameters('CompletedServiceBusConnectionString')]"
+      },
+      "dependsOn": [
+        "[resourceId('Microsoft.Insights/components', variables('AppInsightsName'))]",
+        "[resourceId('Microsoft.Web/sites', variables('FetchTranscriptionFunctionName'))]",
+        "[resourceId('Microsoft.KeyVault/vaults', variables('KeyVaultName'))]",
+        "[resourceId('Microsoft.KeyVault/vaults/secrets', variables('KeyVaultName'), format('{0}', variables('AzureSpeechServicesKeySecretName')))]",
+        "[resourceId('Microsoft.KeyVault/vaults/secrets', variables('KeyVaultName'), format('{0}', variables('TextAnalyticsKeySecretName')))]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'fetch_transcription_queue', 'FetchTranscription')]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/AuthorizationRules', variables('ServiceBusName'), 'RootManageSharedAccessKey')]",
+        "[resourceId('Microsoft.ServiceBus/namespaces/queues/authorizationRules', variables('ServiceBusName'), 'start_transcription_queue', 'StartTranscription')]",
+        "[resourceId('Microsoft.Storage/storageAccounts', variables('StorageAccountName'))]"
+      ]
+    }
+  ],
+  "outputs": {
+    "StartTranscriptionFunctionId": {
+      "type": "string",
+      "value": "[variables('StartTranscriptionFunctionId')]"
+    },
+    "FetchTranscriptionFunctionId": {
+      "type": "string",
+      "value": "[variables('FetchTranscriptionFunctionId')]"
+    }
+  }
+}
\ No newline at end of file
diff --git a/samples/ingestion/ingestion-client/scripts/generate_arm_templates.sh b/samples/ingestion/ingestion-client/scripts/generate_arm_templates.sh
new file mode 100755
index 000000000..4741924ed
--- /dev/null
+++ b/samples/ingestion/ingestion-client/scripts/generate_arm_templates.sh
@@ -0,0 +1,29 @@
+#!/usr/bin/env bash
+
+set -e
+
+az bicep version 2>/dev/null || az bicep install
+
+TEMPLATES=()
+FILES=()
+
+for ARG in "$@"; do
+    # If the argument is supplied with "-f", then it is a template file that needs to be built
+    if [[ $ARG == -f=* ]]; then
+        TEMPLATES+=("${ARG#-f=}")
+    else
+    # Otherwise, it is a file that has been edited
+        az bicep format -f "$ARG" &
+        FILES+=($ARG)
+    fi
+done
+
+wait
+
+git add "${FILES[@]}"
+
+# Build the templates
+for TEMPLATE in "${TEMPLATES[@]}"; do
+    az bicep build -f "$TEMPLATE"
+    git add "${TEMPLATE%.bicep}.json" # Change the extension from .bicep to .json
+done
\ No newline at end of file