Incorporating Multi-Target in Multi-Stage Speech Enhancement Model for Better Generalization. - Lu Zhang 055; Mingjiang Wang; Andong Li; Zehua Zhang; Xuyi Zhuang (APSIPA ASC, 2021)

Deep Interaction between Masking and Mapping Targets for Single-Channel Speech Enhancement. - Lu Zhang 055; Mingjiang Wang; Zehua Zhang; Xuyi Zhuang (CoRR, 2021)

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)

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)

Two-Stage UNet with Multi-Axis Gated Multilayer Perceptron for Monaural Noisy-Reverberant Speech Enhancement. - Zehua Zhang; Shiyun Xu; Xuyi Zhuang; Lianyu Zhou; Heng Li 013; 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)

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

Af-CAN: Multimodal Emotion Recognition Method Based on Situational Attention Mechanism. - Xue Zhang; Mingjiang Wang; Xiao Zeng; Xuyi Zhuang (IEEE Access, 2025)

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