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personal-whisper-small.en-model
fractalego/personal-whisper-small.en-model
personal-whisper-small.en-model is a automatic speech recognition model from fractalego. Use it when you need speech turned into text. It is set up for transformers.
Personal speech to text model -----------------------------
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- Model type
- whisper
- Access
- Public
- Created
- Nov 6, 2022
- Updated
- Nov 9, 2022
- SHA
- 671fdaac
Model card
From the Hugging Face model README
Personal speech to text model
Speech to Text models often do not understand my accent, so I fine tuned this one from "openai/whisper-small.en" using about 1000 recordings of my voice, comprising of about 2h of recordings. The system goes from ~10% WER to 6% WER. A larger model would perform better but I need speed.
Do not download unless you have exactly my accent (North-East Italy).
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- Created
- Nov 6, 2022
- Updated
- Nov 9, 2022