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efficient-speech/lite-whisper-large-v3-fast

sourceHugging Faceapache-2.0updated 3mo agoView on Hugging Face
3likes1.2kdownloads
Model Card

Model Card for Lite-Whisper large-v3-fast

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Lite-Whisper is a compressed version of OpenAI Whisper with LiteASR. See our GitHub repository and paper for details. The paper is also available on Hugging Face: Link to Hugging Face Paper Page

Benchmark Results

Following is the average word error rate (WER) evaluated on the ESB datasets:\

ModelAverage WER (↓)Encoder SizeDecoder Size
whisper-large-v310.1635M907M
lite-whisper-large-v3-acc10.1429M907M
lite-whisper-large-v310.2377M907M
lite-whisper-large-v3-fast11.3308M907M
&nbsp;&nbsp;&nbsp;&nbsp;
whisper-large-v3-turbo10.1635M172M
lite-whisper-large-v3-turbo-acc10.2421M172M
lite-whisper-large-v3-turbo12.6374M172M
lite-whisper-large-v3-turbo-fast20.1313M172M
&nbsp;&nbsp;&nbsp;&nbsp;
whisper-medium14.8306M457M