https://github.com/huuquyet/phowhisper-next

Demo using PhoWhisper models of VinAI built with Transformers.js + Next.js
https://github.com/huuquyet/phowhisper-next

nextjs onnx-models phowhisper speech-recognition transformersjs vietnamese vinai whisper

Last synced: 30 days ago
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Demo using PhoWhisper models of VinAI built with Transformers.js + Next.js

• Host: GitHub
• URL: https://github.com/huuquyet/phowhisper-next
• Owner: huuquyet
• Created: 2024-04-08T05:46:59.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-04-19T02:30:40.000Z (7 months ago)
• Last Synced: 2024-04-21T13:58:18.713Z (7 months ago)
• Topics: nextjs, onnx-models, phowhisper, speech-recognition, transformersjs, vietnamese, vinai, whisper
• Language: TypeScript
• Homepage: https://hf.co/spaces/huuquyet/PhoWhisper-next
• Size: 1.53 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
[![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-2.1-4baaaa.svg)](.github/CODE_OF_CONDUCT.md)

# PhoWhisper Web

ML-powered speech recognition for Vietnamese directly in your browser! Built with [🤗 Transformers.js](https://github.com/xenova/transformers.js) + [Next.js](https://nextjs.org/).

Using [🤗 PhoWhisper](https://github.com/VinAIResearch/PhoWhisper) models:

- [PhoWhisper-tiny](https://hf.co/vinai/PhoWhisper-tiny/) converted to [ONNX model](https://hf.co/huuquyet/PhoWhisper-tiny)

- [PhoWhisper-base](https://hf.co/vinai/PhoWhisper-base/) converted to [ONNX model](https://hf.co/huuquyet/PhoWhisper-base)

- [PhoWhisper-small](https://hf.co/vinai/PhoWhisper-small/) converted to [ONNX model](https://hf.co/huuquyet/PhoWhisper-small)

- [PhoWhisper-medium](https://hf.co/vinai/PhoWhisper-medium/) converted to [ONNX model](https://hf.co/huuquyet/PhoWhisper-medium)

- [PhoWhisper-large](https://hf.co/vinai/PhoWhisper-large/) converted to [ONNX model](https://hf.co/huuquyet/PhoWhisper-large)

Check out the demo sites:



  

    

    

    

  



 or [Vercel app](https://pho-whisper-next.vercel.app/).

https://github.com/xenova/whisper-web/assets/26504141/fb170d84-9678-41b5-9248-a112ecc74c27

## Running locally

1. Clone the repo and install dependencies with [bun](https://bun.sh):

  ```bash

  git clone https://github.com/huuquyet/PhoWhisper-next.git

  cd PhoWhisper-next

  bun install

  ```

2. Run the development server:

  ```bash

  bun dev

  ```

  > Firefox users need to change the `dom.workers.modules.enabled` setting in `about:config` to `true` to enable Web Workers.

  > Check out [this issue](https://github.com/xenova/whisper-web/issues/8) for more details.

3. Open the link (e.g., [http://localhost:3000/](http://localhost:3000/)) in your browser.

## Acknowledgement

- [Whisper-web](https://github.com/xenova/whisper-web)

- [PhoWhisper](https://github.com/VinAIResearch/PhoWhisper)

- [Transformers.js](https://github.com/xenova/transformers.js)

- [Next.js](https://nextjs.org)