WebDownload the LibriSpeech dataset. Modify the configuration file in /data/conf/. The configuration file fithubert.yaml contains all the settings for reproducing FitHuBERT. Set … WebFitHuBERT [19] explored a strategy of applying KD directly to the pre-trained teacher model, which reduced the model to 23.8% in size and 35.9% in inference time compared to HuBERT. Although the ...
FitHuBERT
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WebDec 22, 2024 · This paper proposes FitHuBERT, which makes thinner in dimension throughout almost all model components and deeper in layer compared to prior speech SSL distillation works and employs a time-reduction layer to speed up inference time and proposes a method of hint-based distillation for less performance degradation. Expand WebJul 1, 2024 · FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning Papers With Code Implemented in one code library. … ray-ban customer service