no code implementations • 17 Sep 2022 • Ye Bai, Jie Li, Wenjing Han, Hao Ni, Kaituo Xu, Zhuo Zhang, Cheng Yi, Xiaorui Wang
Experimental results show that the proposed model achieves competitive performance with 1/3 of the parameters of the encoder, compared with the full-parameter model.
no code implementations • 17 Jan 2021 • Cheng Yi, Shiyu Zhou, Bo Xu
In this work, we fuse a pre-trained acoustic encoder (wav2vec2. 0) and a pre-trained linguistic encoder (BERT) into an end-to-end ASR model.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 22 Dec 2020 • Cheng Yi, Jianzhong Wang, Ning Cheng, Shiyu Zhou, Bo Xu
To verify its universality over languages, we apply pre-trained models to solve low-resource speech recognition tasks in various spoken languages.
no code implementations • 20 May 2020 • Linhao Dong, Cheng Yi, Jianzong Wang, Shiyu Zhou, Shuang Xu, Xueli Jia, Bo Xu
End-to-end models are gaining wider attention in the field of automatic speech recognition (ASR).
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1