788 citations · 2.9k across the 245 of their papers we have counts for
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Deep Long Short-Term Memory Adaptive Beamforming Networks For Multichannel Robust Speech Recognition
Zhong Meng, Shinji Watanabe, John R. Hershey +1
Far-field speech recognition in noisy and reverberant conditions remains a challenging problem despite recent deep learning breakthroughs. This problem is commonly addressed by acq…
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM
Takaaki Hori, Shinji Watanabe, Yu Zhang +1
We present a state-of-the-art end-to-end Automatic Speech Recognition (ASR) model. We learn to listen and write characters with a joint Connectionist Temporal Classification (CTC)…
Multichannel End-to-end Speech Recognition
Tsubasa Ochiai, Shinji Watanabe, Takaaki Hori +1
The field of speech recognition is in the midst of a paradigm shift: end-to-end neural networks are challenging the dominance of hidden Markov models as a core technology. Using an…