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| 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 |
@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},
}