Fithubert
WebJul 1, 2024 · In this paper, we propose FitHuBERT, which makes thinner in dimension throughout almost all model components and deeper in layer compared to prior speech SSL distillation works. Moreover, we employ a time-reduction layer to speed up inference time and propose a method of hint-based distillation for less performance degradation. WebFrithubeorht (or Frithbert, Frithuberht, Latin: Frithubertus) (died 23 December AD 766) was an eighth century medieval Bishop of Hexham.. There are several theories as to why …
Fithubert
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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 ... 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 above methods have achieved a good model compression ratio, there is a lack of research on streaming ASR models.
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WebFitHuBERT. This repository is for supplementing the paper, "FitHuBERT: Going Thinner and Deeper for Knowledge Distillation of Speech Self-Supervised Learning", … http://www.lesromantiques.com/?l=33328/Gaelen-Foley/Au-coeur-de-l-hiver
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