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Malwhisper-v1-small
smcproject/Malwhisper-v1-small
Malwhisper-v1-small is a automatic speech recognition model from smcproject. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as mit.
This model is a fine-tuned version of openai/whisper-small fine-tuned on IMASc dataset.
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- mit
- Model type
- whisper
- Access
- Public
- Created
- Oct 10, 2023
- Updated
- Mar 4, 2025
- SHA
- 2e836fd5
Datasets
Model card
From the Hugging Face model README
Malwhisper-v1-small
This model is a fine-tuned version of openai/whisper-small fine-tuned on IMASc dataset.
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
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- mit
- Languages
- ml, en
- Created
- Oct 10, 2023
- Updated
- Mar 4, 2025