57 citations · 116 across the 15 of their papers we have counts for
4 papers · 1 filter
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding
Pan Zhou, Ruchao Fan, Wei Chen +1
Transformer has shown promising results in many sequence to sequence transformation tasks recently. It utilizes a number of feed-forward self-attention layers to replace the recurr…
Modality Attention for End-to-End Audio-visual Speech Recognition
Pan Zhou, Wenwen Yang, Wei Chen +2
Audio-visual speech recognition (AVSR) system is thought to be one of the most promising solutions for robust speech recognition, especially in noisy environment. In this paper, we…
An Online Attention-based Model for Speech Recognition
Ruchao Fan, Pan Zhou, Wei Chen +2
Attention-based end-to-end models such as Listen, Attend and Spell (LAS), simplify the whole pipeline of traditional automatic speech recognition (ASR) systems and become popular i…
Exploring RNN-Transducer for Chinese Speech Recognition
Senmao Wang, Pan Zhou, Wei Chen +2
End-to-end approaches have drawn much attention recently for significantly simplifying the construction of an automatic speech recognition (ASR) system. RNN transducer (RNN-T) is o…