3 papers
cs.SD2023
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…
cs.SD2023
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…
math.OC2023
Monotone Splitting SQP Algorithms for Two-block Nonconvex Optimization Problems with General Linear Constraints and Applications
Jinbao Jian, Guodong Ma, Xiao Xu +1
In this work, based on the ideas of alternating direction method with multipliers (ADMM) and sequential quadratic programming (SQP), as well as Armijo line search technology, monot…