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whisper-tiny vs whisper-base in a browser tab: word error rate, timing, transfer size and peak memory

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Zenodo2026-09-18 更新2026-10-01 收录
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Measurements of two quantised Whisper tiers (onnx-community/whisper-tiny and onnx-community/whisper-base) running client-side in a real Chrome window. Word error rate on eight clips across five acoustic conditions (229 reference words), wall-clock timing on byte-identical audio from 13 to 1610 seconds, per-file transfer size of the model as served, peak resident memory of the browser process tree, browser decodability of eight container formats, and a single-clip Mandarin character error rate at three normalization levels. The measurements were taken on clipquill.com, a page that runs the model in the visitor's own tab.

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Zenodo
创建时间:
2026-09-18
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