lite-whisper-small huggingface.co api & efficient-speech lite-whisper-small github AI Model

Introduction of lite-whisper-small

Model Details of lite-whisper-small

Lite-Whisper is a compressed version of OpenAI Whisper with LiteASR. See our GitHub repository and paper for details.

Benchmark Results

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

Model	Average WER (↓)	Encoder Size	Decoder Size
whisper-tiny	22.01	7.63M	29.55M
lite-whisper-tiny-acc	22.97	7.41M	29.55M
lite-whisper-tiny	23.95	7.00M	29.55M
lite-whisper-tiny-fast	27.09	6.48M	29.55M

whisper-base	17.67	19.82M	52.00M
lite-whisper-base-acc	19.07	18.64M	52.00M
lite-whisper-base	19.71	17.44M	52.00M
lite-whisper-base-fast	23.05	16.07M	52.00M

whisper-small	15.89	87.00M	153.58M
lite-whisper-small-acc	15.37	76.99M	153.58M
lite-whisper-small	14.96	70.16M	153.58M
lite-whisper-small-fast	14.92	63.11M	153.58M

whisper-medium	15.12	305.68M	456.64M
lite-whisper-medium-acc	13.46	269.93M	456.64M
lite-whisper-medium	14.50	239.99M	456.64M
lite-whisper-medium-fast	14.52	215.31M	456.64M

Citation

If you use LiteASR in your research, please cite the following paper:

@misc{kamahori2025liteasrefficientautomaticspeech,
      title={LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation}, 
      author={Keisuke Kamahori and Jungo Kasai and Noriyuki Kojima and Baris Kasikci},
      year={2025},
      eprint={2502.20583},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2502.20583}, 
}

Runs of efficient-speech lite-whisper-small on huggingface.co

Total runs

24-hour runs

3-day runs

-1

7-day runs

30-day runs

More Information About lite-whisper-small huggingface.co Model

More lite-whisper-small license Visit here:

https://choosealicense.com/licenses/apache-2.0

lite-whisper-small huggingface.co

lite-whisper-small huggingface.co is an AI model on huggingface.co that provides lite-whisper-small's model effect (), which can be used instantly with this efficient-speech lite-whisper-small model. huggingface.co supports a free trial of the lite-whisper-small model, and also provides paid use of the lite-whisper-small. Support call lite-whisper-small model through api, including Node.js, Python, http.

lite-whisper-small huggingface.co Url

https://huggingface.co/efficient-speech/lite-whisper-small

efficient-speech lite-whisper-small online free

lite-whisper-small huggingface.co is an online trial and call api platform, which integrates lite-whisper-small's modeling effects, including api services, and provides a free online trial of lite-whisper-small, you can try lite-whisper-small online for free by clicking the link below.

efficient-speech lite-whisper-small online free url in huggingface.co:

https://huggingface.co/efficient-speech/lite-whisper-small

lite-whisper-small install

lite-whisper-small is an open source model from GitHub that offers a free installation service, and any user can find lite-whisper-small on GitHub to install. At the same time, huggingface.co provides the effect of lite-whisper-small install, users can directly use lite-whisper-small installed effect in huggingface.co for debugging and trial. It also supports api for free installation.