1 code implementation • 7 Apr 2022 • Zhao You, Shulin Feng, Dan Su, Dong Yu
Recently, Conformer based CTC/AED model has become a mainstream architecture for ASR.
Ranked #2 on Speech Recognition on WenetSpeech
no code implementations • 23 Nov 2021 • Zhao You, Shulin Feng, Dan Su, Dong Yu
Mixture-of-experts based acoustic models with dynamic routing mechanisms have proved promising results for speech recognition.
no code implementations • 8 May 2021 • Liqiang He, Shulin Feng, Dan Su, Dong Yu
Extensive experiments show that: 1) Based on the proposed neural architecture, the neural networks with a medium latency of 550ms (millisecond) and a low latency of 190ms can be learned in the vanilla and revised operation space respectively.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
1 code implementation • 7 May 2021 • Zhao You, Shulin Feng, Dan Su, Dong Yu
Recently, Mixture of Experts (MoE) based Transformer has shown promising results in many domains.
no code implementations • 16 May 2019 • Jun Wang, Dan Su, Jie Chen, Shulin Feng, Dongpeng Ma, Na Li, Dong Yu
We propose a novel method which simultaneously models both the sequence discriminative training and the feature discriminative learning within a single network architecture, so that it can learn discriminative deep features in sequence training that obviates the need for presegmented training data.