3 papers
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…
eess.AS2025
Revisiting SSL for sound event detection: complementary fusion and adaptive post-processing
Hanfang Cui, Longfei Song, Li Li +2
Self-supervised learning (SSL) models offer powerful representations for sound event detection (SED), yet their synergistic potential remains underexplored. This study systematical…