49 citations · 86 across the 12 of their papers we have counts for
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cs.SD2022★ 6 cited
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training
Jisi Zhang, Catalin Zorila, Rama Doddipatla +1
In this paper, we explore an improved framework to train a monoaural neural enhancement model for robust speech recognition. The designed training framework extends the existing mi…
cs.SD2021★ 2 cited
Teacher-Student MixIT for Unsupervised and Semi-supervised Speech Separation
Jisi Zhang, Catalin Zorila, Rama Doddipatla +1
In this paper, we introduce a novel semi-supervised learning framework for end-to-end speech separation. The proposed method first uses mixtures of unseparated sources and the mixt…