marella / ctransformers

Python bindings for the Transformer models implemented in C/C++ using GGML library.
MIT License
1.75k stars 137 forks source link

✨ Feature request: Add support for whsiper speech-to-text model 🎙️ #61

Open Yossef-Dawoad opened 11 months ago

Yossef-Dawoad commented 11 months ago

Hello 👋,

I am a user of c transformers, and I would like to request a feature to add support for the whisper speech-to-text model. Whisper is a state-of-the-art model that can transcribe speech with high accuracy and low latency, even in noisy environments. It is based on the wav2vec 2.0 framework and trained on a large-scale dataset of diverse speech samples. 🙌

I think adding whisper to the list of supported models would be beneficial for many users who need to process speech data in various domains and scenarios. There is a ggml compatible versions with the huggingface transformers library, and it's available on the huggingface hub: https://huggingface.co/ggerganov/whisper.cpp 🚀

I would appreciate it if you could consider this feature request and let me know if you have any questions or feedback. Thank you for your great work on c transformers and for your attention to this issue. 😊

Best regards, Yousef Dawoud.

Yossef-Dawoad commented 11 months ago

ultimately you can find more information about the model: