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AudioSpeakerVerification

This repository contains the code for an Audio Speaker Verification API built using FastAPI, SpeechBrain, and Uvicorn. The API allows for the verification and matching of speakers from two different audio files, providing a similarity score and a boolean prediction indicating whether the two audio files are from the same speaker.

Features

  • Speaker Verification: Compares two audio files to determine if they are from the same speaker.
  • Pretrained Model: Utilizes the speechbrain/spkrec-ecapa-voxceleb model for accurate speaker recognition.
  • FastAPI: Provides a simple and efficient API interface.
  • CORS Support: Enabled CORS middleware to allow cross-origin requests.

Installation

To set up the API, follow these steps:

  1. Clone the repository:

    git clone https://github.com/your-username/AudioSpeakerVerification.git
cd AudioSpeakerVerification

  2. Install dependencies:

    Make sure you have Python 3.7+ installed, then install the required packages:

    pip install fastapi==0.111.0 speechbrain uvicorn

  3. Launch the API:

    Start the server with Uvicorn:

    uvicorn main:app --host 0.0.0.0 --port 5000
The API will be accessible at http://localhost:5000.