Zobrazeno 1 - 10
of 181
pro vyhledávání: '"Zhang, Tian-hao"'
Improving Zero-Shot Chinese-English Code-Switching ASR with kNN-CTC and Gated Monolingual Datastores
Autor:
Zhou, Jiaming, Zhao, Shiwan, Wang, Hui, Zhang, Tian-Hao, Sun, Haoqin, Wang, Xuechen, Qin, Yong
The kNN-CTC model has proven to be effective for monolingual automatic speech recognition (ASR). However, its direct application to multilingual scenarios like code-switching, presents challenges. Although there is potential for performance improveme
Externí odkaz:
http://arxiv.org/abs/2406.03814
RNN-T models are widely used in ASR, which rely on the RNN-T loss to achieve length alignment between input audio and target sequence. However, the implementation complexity and the alignment-based optimization target of RNN-T loss lead to computatio
Externí odkaz:
http://arxiv.org/abs/2307.14132
Autor:
Lai, Zhi-Hao, Zhang, Tian-Hao, Liu, Qi, Qian, Xinyuan, Wei, Li-Fang, Chen, Song-Lu, Chen, Feng, Yin, Xu-Cheng
The local and global features are both essential for automatic speech recognition (ASR). Many recent methods have verified that simply combining local and global features can further promote ASR performance. However, these methods pay less attention
Externí odkaz:
http://arxiv.org/abs/2305.16342
Autor:
Zhang, Tian-Hao, Qin, Hai-Bo, Lai, Zhi-Hao, Chen, Song-Lu, Liu, Qi, Chen, Feng, Qian, Xinyuan, Yin, Xu-Cheng
Attention-based encoder-decoder (AED) models have shown impressive performance in ASR. However, most existing AED methods neglect to simultaneously leverage both acoustic and semantic features in decoder, which is crucial for generating more accurate
Externí odkaz:
http://arxiv.org/abs/2305.14049
Autor:
Liang, Zu-Long1,2 (AUTHOR) liangzulong@ioz.ac.cn, Zhang, Tian-Hao1,2 (AUTHOR) shanezth@126.com, Muinde, Jacob1,2 (AUTHOR) mulwa.muinde@ioz.ac.cn, Fan, Wei-Li1,2 (AUTHOR) 15110637937@163.com, Dong, Ze-Qun1,2 (AUTHOR) ncuskdongzequn@163.com, Wu, Feng-Ming1,2 (AUTHOR) huangzz@ioz.ac.cn, Huang, Zheng-Zhong1,2 (AUTHOR), Ge, Si-Qin1,2 (AUTHOR) wufengming@ioz.ac.cn
Publikováno v:
Insects (2075-4450). Jul2024, Vol. 15 Issue 7, p532. 17p.
Publikováno v:
In Journal of Building Engineering 1 August 2024 90
Non-autoregressive (NAR) transformer models have been studied intensively in automatic speech recognition (ASR), and a substantial part of NAR transformer models is to use the casual mask to limit token dependencies. However, the casual mask is desig
Externí odkaz:
http://arxiv.org/abs/2109.06684
Publikováno v:
In Pattern Recognition Letters March 2024 179:158-164
Autor:
Tan, Xiao-xiang, Dai, Hong-yu, Yao, Juan, Wang, Jia-jia, Dai, Yu-chen, Zhang, Tian-hao, Qiu, Li-li, Sun, Jie
Publikováno v:
In Behavioural Brain Research 29 February 2024 459
Autor:
Zuo, Jing, Zhang, Tian-Hao, Peng, Cheng, Xu, Bin-Jie, Dai, Ou, Lu, Yan, Zhou, Qin-Mei, Xiong, Liang
Publikováno v:
In Journal of Ethnopharmacology 30 January 2024 319 Part 3