Cross-Individual Obstructive Obstructive Apnea Detection in Snoring Signals Using Hybrid Deep Neural Networks. - Xu Lin; Yun Lu 004; Heng Li 013; Yukun Qian; Lianyu Zhou; Mingjiang Wang (ACAI, 2022)

FB-MSTCN: A Full-Band Single-Channel Speech Enhancement Method Based on Multi-Scale Temporal Convolutional Network. - Zehua Zhang; Lu Zhang 055; Xuyi Zhuang; Yukun Qian; Heng Li 013; Mingjiang Wang (ICASSP, 2022)

Coarse-Grained Attention Fusion With Joint Training Framework for Complex Speech Enhancement and End-to-End Speech Recognition. - Xuyi Zhuang; Lu Zhang; Zehua Zhang; Yukun Qian; Mingjiang Wang (INTERSPEECH, 2022)

Contactless sleep apnea detection in snoring signals using hybrid deep neural networks targeted for embedded hardware platform with real-time applications. - Xu Lin; Hanrong Cheng; Yun Lu 004; Huaiwen Luo; Heng Li 013; Yukun Qian; Lianyu Zhou; Lu Zhang 055; Mingjiang Wang (Biomed. Signal Process. Control., 2022)

Half-Temporal and Half-Frequency Attention U2Net for Speech Signal Improvement. - Zehua Zhang; Shiyun Xu; Xuyi Zhuang; Yukun Qian; Lianyu Zhou; Mingjiang Wang (ICASSP, 2023)

Automatic Speech Recognition Transformer with Global Contextual Information Decoder. - Yukun Qian; Xuyi Zhuang; Mingjiang Wang (INTERSPEECH, 2023)

Lightweight Dynamic Sparse Transformer for Monaural Speech Enhancement. - Zehua Zhang; Xuyi Zhuang; Yukun Qian; Mingjiang Wang (INTERSPEECH, 2024)

Supervised Attention Multi-Scale Temporal Convolutional Network for monaural speech enhancement. - Zehua Zhang; Lu Zhang 055; Xuyi Zhuang; Yukun Qian; Mingjiang Wang (EURASIP J. Audio Speech Music. Process., 2024)

SVQ-MAE: an efficient speech pre-training framework with constrained computational resources. - Xuyi Zhuang; Yukun Qian; Mingjiang Wang (EURASIP J. Audio Speech Music. Process., 2024)

CSMT: Combining Snoring and Metadata-based Text for Sleep Apnea Severity Classification. - Heng Li 013; Yukun Qian; Yun Lu 004; Mingjiang Wang (ICASSP, 2025)

A Novel Compressive Compound Word Encoding and Independent Word Attention for Symbolic Music Generation. - Lianyu Zhou; Liang Yin; Yukun Qian (ICASSP, 2025)

Joint Training Framework for Accent and Speech Recognition Based on Conformer Low-Rank Adaptation. - Xuyi Zhuang; Yukun Qian; Shiyun Xu; Mingjiang Wang (ICASSP, 2025)

SF-AN: A lightweight shuffle Fourier attention network for multi-channel speech enhancement. - Shiyun Xu; Yinghan Cao; Zehua Zhang; Yukun Qian; Changjun He; Mingjiang Wang (Speech Commun., 2025)

Hypformer: A Fast Hypothesis-Driven Rescoring Speech Recognition Framework. - Xuyi Zhuang; Yukun Qian; Mingjiang Wang (IEEE Signal Process. Lett., 2025)

D2PPO: Diffusion Policy Policy Optimization with Dispersive Loss. - Guowei Zou; Weibing Li; Hejun Wu; Yukun Qian; Yuhang Wang; Haitao Wang (CoRR, 2025)

Head information bottleneck (HIB): leveraging information bottleneck for efficient transformer head attribution and pruning. - Yukun Qian; Xuyi Zhuang; Mingjiang Wang (EURASIP J. Audio Speech Music. Process., 2025)

MLAT: a multi-level attention transformer capturing multi-level information in compound word encoding for symbolic music generation. - Lianyu Zhou; Liang Yin; Yukun Qian; Mingjiang Wang (EURASIP J. Audio Speech Music. Process., 2025)