514 citations · 537 across the 11 of their papers we have counts for
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eess.AS2024
Estimating the Completeness of Discrete Speech Units
Sung-Lin Yeh, Hao Tang
Representing speech with discrete units has been widely used in speech codec and speech generation. However, there are several unverified claims about self-supervised discrete unit…
cs.LG2024★ 3 cited
Open-Source Conversational AI with SpeechBrain 1.0
Mirco Ravanelli, Titouan Parcollet, Adel Moumen +30
SpeechBrain is an open-source Conversational AI toolkit based on PyTorch, focused particularly on speech processing tasks such as speech recognition, speech enhancement, speaker re…
eess.AS2024
Revisiting Self-supervised Learning of Speech Representation from a Mutual Information Perspective
Alexander H. Liu, Sung-Lin Yeh, James Glass
Existing studies on self-supervised speech representation learning have focused on developing new training methods and applying pre-trained models for different applications. Howev…