1.9k citations · 3.6k across the 72 of their papers we have counts for
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Recognizing Overlapped Speech in Meetings: A Multichannel Separation Approach Using Neural Networks
Takuya Yoshioka, Hakan Erdogan, Zhuo Chen +2
The goal of this work is to develop a meeting transcription system that can recognize speech even when utterances of different speakers are overlapped. While speech overlaps have b…
Developing Far-Field Speaker System Via Teacher-Student Learning
Jinyu Li, Rui Zhao, Zhuo Chen +4
In this study, we develop the keyword spotting (KWS) and acoustic model (AM) components in a far-field speaker system. Specifically, we use teacher-student (T/S) learning to adapt…
Speaker-Invariant Training via Adversarial Learning
Zhong Meng, Jinyu Li, Zhuo Chen +5
We propose a novel adversarial multi-task learning scheme, aiming at actively curtailing the inter-talker feature variability while maximizing its senone discriminability so as to…
Cracking the cocktail party problem by multi-beam deep attractor network
Zhuo Chen, Jinyu Li, Xiong Xiao +4
While recent progresses in neural network approaches to single-channel speech separation, or more generally the cocktail party problem, achieved significant improvement, their perf…