40 citations · 89 across the 12 of their papers we have counts for
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eess.AS2021
Improving Streaming Transformer Based ASR Under a Framework of Self-supervised Learning
Songjun Cao, Yueteng Kang, Yanzhe Fu +4
Recently self-supervised learning has emerged as an effective approach to improve the performance of automatic speech recognition (ASR). Under such a framework, the neural network…
cs.SD2021★ 5 cited
Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-EndSpeech Recognition
Xiong Wang, Sining Sun, Lei Xie +1
End-to-end models are favored in automatic speech recognition (ASR) because of their simplified system structure and superior performance. Among these models, Transformer and Confo…
eess.AS2021★ 2 cited
Tiny Transducer: A Highly-efficient Speech Recognition Model on Edge Devices
Yuekai Zhang, Sining Sun, Long Ma
This paper proposes an extremely lightweight phone-based transducer model with a tiny decoding graph on edge devices. First, a phone synchronous decoding (PSD) algorithm based on b…