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cs.SD2018
An improved hybrid CTC-Attention model for speech recognition
Zhe Yuan, Zhuoran Lyu, Jiwei Li +1
Recently, end-to-end speech recognition with a hybrid model consisting of the connectionist temporal classification(CTC) and the attention encoder-decoder achieved state-of-the-art…
cs.SD2018
A novel pyramidal-FSMN architecture with lattice-free MMI for speech recognition
Xuerui Yang, Jiwei Li, Xi Zhou
Deep Feedforward Sequential Memory Network (DFSMN) has shown superior performance on speech recognition tasks. Based on this work, we propose a novel network architecture which int…