https://github.com/ankushrathour/audiospeakerverification

AudioSpeakerVerification: FastAPI-based API for Speaker Matching and Verification using SpeechBrain. Compare and verify speaker identities from audio files.
https://github.com/ankushrathour/audiospeakerverification

api fastapi python3 speaker-verification speechbrain

Last synced: 7 days ago
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AudioSpeakerVerification: FastAPI-based API for Speaker Matching and Verification using SpeechBrain. Compare and verify speaker identities from audio files.

• Host: GitHub
• URL: https://github.com/ankushrathour/audiospeakerverification
• Owner: AnkushRathour
• License: gpl-3.0
• Created: 2024-08-10T08:25:38.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-10T08:34:00.000Z (3 months ago)
• Last Synced: 2024-08-10T09:37:11.671Z (3 months ago)
• Topics: api, fastapi, python3, speaker-verification, speechbrain
• Language: Python
• Homepage:
• Size: 17.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# 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:**

   ```bash

   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:

   ```bash

   pip install fastapi==0.111.0 speechbrain uvicorn

4. **Launch the API:**

   Start the server with Uvicorn:

   ```bash

   uvicorn main:app --host 0.0.0.0 --port 5000

   The API will be accessible at http://localhost:5000.