Tag: Automatic Speech Recognition
All the articles with the tag "Automatic Speech Recognition".
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Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition
This paper explores effective distillation of HuBERT for ASR by comparing student model structures, introducing a discriminative loss for improved low-resource performance, and proposing front-end distillation from waveform to Fbank features, achieving 17% parameter reduction and doubled inference speed with minor performance degradation.