Merge pull request Significant-Gravitas#1718 from gucky92/transcribe_audio_huggingface

Transcribe audio using huggingface

Author: BillSchumacher

.env.template

@@ -93,6 +93,13 @@ IMAGE_PROVIDER=dalle
 # HUGGINGFACE_API_TOKEN - HuggingFace API token (Example: my-huggingface-api-token)
 HUGGINGFACE_API_TOKEN=your-huggingface-api-token
 
+################################################################################
+### AUDIO TO TEXT PROVIDER
+################################################################################
+
+### HUGGINGFACE
+HUGGINGFACE_AUDIO_TO_TEXT_MODEL=facebook/wav2vec2-base-960h
+
 ################################################################################
 ### GIT Provider for repository actions
 ################################################################################

autogpt/app.py

@@ -8,6 +8,7 @@
 from autogpt.commands.write_tests import write_tests
 from autogpt.config import Config
 from autogpt.commands.image_gen import generate_image
+from autogpt.commands.audio_text import read_audio_from_file
 from autogpt.commands.web_requests import scrape_links, scrape_text
 from autogpt.commands.execute_code import execute_python_file, execute_shell
 from autogpt.commands.file_operations import (
@@ -180,6 +181,8 @@ def execute_command(command_name: str, arguments):
                     " shell commands, EXECUTE_LOCAL_COMMANDS must be set to 'True' "
                     "in your config. Do not attempt to bypass the restriction."
                 )
+        elif command_name == "read_audio_from_file":
+            return read_audio_from_file(arguments["file"])
         elif command_name == "generate_image":
             return generate_image(arguments["prompt"])
         elif command_name == "send_tweet":

autogpt/commands/audio_text.py

@@ -0,0 +1,35 @@
+import requests
+import json
+
+from autogpt.config import Config
+from autogpt.commands.file_operations import safe_join
+
+cfg = Config()
+
+working_directory = "auto_gpt_workspace"
+
+
+def read_audio_from_file(audio_path):
+    audio_path = safe_join(working_directory, audio_path)
+    with open(audio_path, "rb") as audio_file:
+        audio = audio_file.read()
+    return read_audio(audio)
+
+
+def read_audio(audio):
+    model = cfg.huggingface_audio_to_text_model
+    api_url = f"https://api-inference.huggingface.co/models/{model}"
+    api_token = cfg.huggingface_api_token
+    headers = {"Authorization": f"Bearer {api_token}"}
+
+    if api_token is None:
+        raise ValueError("You need to set your Hugging Face API token in the config file.")
+
+    response = requests.post(
+        api_url,
+        headers=headers,
+        data=audio,
+    )
+
+    text = json.loads(response.content.decode("utf-8"))['text']
+    return "The audio says: " + text

autogpt/config/config.py

@@ -72,6 +72,9 @@ def __init__(self) -> None:
 
         self.image_provider = os.getenv("IMAGE_PROVIDER")
         self.huggingface_api_token = os.getenv("HUGGINGFACE_API_TOKEN")
+        self.huggingface_audio_to_text_model = os.getenv(
+            "HUGGINGFACE_AUDIO_TO_TEXT_MODEL"
+        )
 
         # User agent headers to use when browsing web
         # Some websites might just completely deny request with an error code if

autogpt/prompt.py

@@ -82,6 +82,7 @@ def get_prompt() -> str:
         ),
         ("Execute Python File", "execute_python_file", {"file": "<file>"}),
         ("Generate Image", "generate_image", {"prompt": "<prompt>"}),
+        ("Convert Audio to text", "read_audio_from_file", {"file": "<file>"}),
         ("Send Tweet", "send_tweet", {"text": "<text>"}),
 
     ]