Fine-Tuning-Whisper

Fine tuned Whisper ASR by using Open CV Hindi Dataset

Framework versions

1. Transformers 4.26.0.dev0
2. Pytorch 1.13.0+cu116
3. Datasets 2.8.0
4. Tokenizers 0.13.2

Deployment of the above setup can be found here at Huggingface: https://huggingface.co/spaces/Ranjit/Ranjit-whisper-small-hi

The model prepared here is a fine-tuned version of openai/whisper-small model on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:

Loss: 0.4292
Wer: 32.0452

More details about the model can be found here.