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---
license: mit
datasets:
- thennal/IMaSC
language:
- ml
- en
library_name: transformers
---
## Malwhisper-v1-small
This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) fine-tuned on [IMASc dataset](https://www.kaggle.com/datasets/thennal/imasc).
## About Dataset
IMaSC is a Malayalam text and speech corpus made available by ICFOSS for the purpose of developing speech technology for Malayalam, particularly text-to-speech. The corpus contains 34,473 text-audio pairs of Malayalam sentences spoken by 8 speakers, totalling in approximately 50 hours of audio.
## Training
- GPUs used: T4 - 16 GB
- Training Time: 14 hours
## Evaluation
The fine-tuned model on evaluating in the following dataset:
**In SMC Malayalam Speech Corpus dataset:**
WER - 73.56
CER - 17.82 |