no code implementations • 29 Sep 2023 • Hongfei Xue, Qijie Shao, Kaixun Huang, Peikun Chen, Jie Liu, Lei Xie
Multilingual automatic speech recognition (ASR) systems have garnered attention for their potential to extend language coverage globally.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 23 May 2023 • Hongfei Xue, Qijie Shao, Peikun Chen, Pengcheng Guo, Lei Xie, Jie Liu
Different from UniSpeech, UniData2vec replaces the quantized discrete representations with continuous and contextual representations from a teacher model for phonetically-aware pre-training.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
1 code implementation • 26 Mar 2022 • Yan Ju, Shan Jia, Lipeng Ke, Hongfei Xue, Koki Nagano, Siwei Lyu
Specifically, we design a two-branch model to combine global spatial information from the whole image and local informative features from multiple patches selected by a novel patch selection module.