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cs.CL2026
A Language-Agnostic Hierarchical LoRA-MoE Architecture for CTC-based Multilingual ASR
Yuang Zheng, Dongxu Chen, Yuxiang Mei +3
Large-scale multilingual ASR (mASR) models such as Whisper achieve strong performance but incur high computational and latency costs, limiting their deployment on resource-constrai…
cs.CL2025
SHNU Multilingual Conversational Speech Recognition System for INTERSPEECH 2025 MLC-SLM Challenge
Yuxiang Mei, Yuang Zheng, Dongxing Xu +1
This paper describes SHNU multilingual conversational speech recognition system (SHNU-mASR, team name-"maybe"), submitted to Track 1 of the INTERSPEECH 2025 MLC-SLM Challenge. Our…