4 citations · 6 across the 7 of their papers we have counts for
7 papers
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…
Noisy Disentanglement with Tri-stage Training for Noise-Robust Speech Recognition
Shuangyuan Chen, Shuang Wei, Dongxing Xu +1
To enhance the performance of end-to-end (E2E) speech recognition systems in noisy or low signal-to-noise ratio (SNR) conditions, this paper introduces NoisyD-CT, a novel tri-stage…
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…
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…
ICSD: An Open-source Dataset for Infant Cry and Snoring Detection
Qingyu Liu, Longfei Song, Dongxing Xu +1
The detection and analysis of infant cry and snoring events are crucial tasks within the field of audio signal processing. While existing datasets for general sound event detection…
Autoencoder with Group-based Decoder and Multi-task Optimization for Anomalous Sound Detection
Yifan Zhou, Dongxing Xu, Haoran Wei +1
In industry, machine anomalous sound detection (ASD) is in great demand. However, collecting enough abnormal samples is difficult due to the high cost, which boosts the rapid devel…
UNISOUND System for VoxCeleb Speaker Recognition Challenge 2023
Yu Zheng, Yajun Zhang, Chuanying Niu +3
This report describes the UNISOUND submission for Track1 and Track2 of VoxCeleb Speaker Recognition Challenge 2023 (VoxSRC 2023). We submit the same system on Track 1 and Track 2,…