Dynamic int8 quantization via Quanto on Whisper-small reduces size by 57% and improves WER on LibriSpeech test sets compared to the unquantized baseline.
First, the evaluation was restricted toLibriSpeech, which does not capture the full range of noise profiles, accents, and spontaneous speech found in real-world scenarios
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Quantizing Whisper-small: How design choices affect ASR performance
Dynamic int8 quantization via Quanto on Whisper-small reduces size by 57% and improves WER on LibriSpeech test sets compared to the unquantized baseline.