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LAE-ST-MoE: Boosted Language-Aware Encoder Using Speech Translation Auxiliary Task for E2E Code-switching ASR
Guodong Ma, Wenxuan Wang, Yuke Li +3
Recently, to mitigate the confusion between different languages in code-switching (CS) automatic speech recognition (ASR), the conditionally factorized models, such as the language…
Language-Routing Mixture of Experts for Multilingual and Code-Switching Speech Recognition
Wenxuan Wang, Guodong Ma, Yuke Li +1
Multilingual speech recognition for both monolingual and code-switching speech is a challenging task. Recently, based on the Mixture of Experts (MoE), many works have made good pro…
Enhancing the Unified Streaming and Non-streaming Model with Contrastive Learning
Yuting Yang, Yuke Li, Binbin Du
The unified streaming and non-streaming speech recognition model has achieved great success due to its comprehensive capabilities. In this paper, we propose to improve the accuracy…
The System Description of dun_oscar team for The ICPR MSR Challenge
Binbin Du, Rui Deng, Yingxin Zhang
This paper introduces the system submitted by dun_oscar team for the ICPR MSR Challenge. Three subsystems for task1-task3 are descripted respectively. In task1, we develop a visual…