35 citations · 57 across the 4 of their papers we have counts for
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cs.CL2018★ 21 cited
Sequence Discriminative Training for Deep Learning based Acoustic Keyword Spotting
Zhehuai Chen, Yanmin Qian, Kai Yu
Speech recognition is a sequence prediction problem. Besides employing various deep learning approaches for framelevel classification, sequence-level discriminative training has be…
cs.CL2018★ 1 cited
On Modular Training of Neural Acoustics-to-Word Model for LVCSR
Zhehuai Chen, Qi Liu, Hao Li +1
End-to-end (E2E) automatic speech recognition (ASR) systems directly map acoustics to words using a unified model. Previous works mostly focus on E2E training a single model which…
cs.CL2017★ 35 cited
Progressive Joint Modeling in Unsupervised Single-channel Overlapped Speech Recognition
Zhehuai Chen, Jasha Droppo, Jinyu Li +1
Unsupervised single-channel overlapped speech recognition is one of the hardest problems in automatic speech recognition (ASR). Permutation invariant training (PIT) is a state of t…