Underdetermined source separation using time-frequency masks and an adaptive combined Gaussian-Student's t probabilistic model. - Yang Sun 003; Waqas Rafique; Jonathon A. Chambers; Syed Mohsen Naqvi (ICASSP, 2017)

Monaural source separation based on adaptive discriminative criterion in neural networks. - Yang Sun 003; Lei Zhu 009; Jonathon A. Chambers; Syed Mohsen Naqvi (DSP, 2017)

Enhanced Time-Frequency Masking by Using Neural Networks for Monaural Source Separation in Reverberant Room Environments. - Yang Sun 003; Wenwu Wang 001; Jonathon A. Chambers; Syed Mohsen Naqvi (EUSIPCO, 2018)

Geometric Information Based Monaural Speech Separation Using Deep Neural Network. - Yang Xian; Yang Sun 003; Jonathon A. Chambers; Syed Mohsen Naqvi (ICASSP, 2018)

Monaural Source Separation Based on Sequentially Trained LSTMs in Real Room Environments. - Yi Li 047; Yang Sun 003; Syed Mohsen Naqvi (EUSIPCO, 2019)

PSD and Signal Approximation-LSTM Based Speech Enhancement. - Yi Li 047; Yang Sun 003; Syed Mohsen Naqvi (ICSPCS, 2019)

Single-Channel Speech Enhancement with Sequentially Trained DNN System. - Yang Sun 003; Yang Xian; Wenwu Wang 001; Syed Mohsen Naqvi (ICSPCS, 2019)

Monaural Speech Enhancement Based On Two Stage Long Short-Term Memory Networks. - Yang Xian; Yang Sun 003; Wenwu Wang 001; Syed Mohsen Naqvi (ICSPCS, 2019)

Monaural Source Separation in Complex Domain With Long Short-Term Memory Neural Network. - Yang Sun 003; Yang Xian; Wenwu Wang 001; Syed Mohsen Naqvi (IEEE J. Sel. Top. Signal Process., 2019)

Two-Stage Monaural Source Separation in Reverberant Room Environments Using Deep Neural Networks. - Yang Sun 003; Wenwu Wang 001; Jonathon A. Chambers; Syed Mohsen Naqvi (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

Multi-Scale Residual Convolutional Encoder Decoder with Bidirectional Long Short-Term Memory for Single Channel Speech Enhancement. - Yang Xian; Yang Sun 003; Wenwu Wang 001; Syed Mohsen Naqvi (EUSIPCO, 2020)

Single-channel dereverberation and denoising based on lower band trained SA-LSTMs. - Yi Li 047; Yang Sun 003; Syed Mohsen Naqvi (IET Signal Process., 2020)

U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement. - Yi Li 047; Yang Sun 003; Syed Mohsen Naqvi (CoRR, 2021)

Self-Supervised Learning based Monaural Speech Enhancement with Complex-Cycle-Consistent. - Yi Li 047; Yang Sun 003; Syed Mohsen Naqvi (CoRR, 2021)

Self-Supervised Learning based Monaural Speech Enhancement with Multi-Task Pre-Training. - Yi Li 047; Yang Sun 003; Syed Mohsen Naqvi (CoRR, 2021)

A Multi-Scale Feature Recalibration Network for End-to-End Single Channel Speech Enhancement. - Yang Xian; Yang Sun 003; Wenwu Wang 001; Syed Mohsen Naqvi (IEEE J. Sel. Top. Signal Process., 2021)

Convolutional fusion network for monaural speech enhancement. - Yang Xian; Yang Sun 003; Wenwu Wang 001; Syed Mohsen Naqvi (Neural Networks, 2021)

Privacy Preserving Multi-class Fall Classification Based on Cascaded Learning And Noisy Labels Handling. - Leiyu Xie; Yang Sun 003; Jonathon A. Chambers; Syed Mohsen Naqvi (FUSION, 2022)

Self-Supervised Learning and Multi-Task Pre-Training Based Single-Channel Acoustic Denoising. - Yi Li 047; Yang Sun 003; Syed Mohsen Naqvi (MFI, 2022)

Feature Learning and Ensemble Pre-Tasks Based Self-Supervised Speech Denoising and Dereverberation. - Yi Li 047; Shuanglin Li; Yang Sun 003; Syed Mohsen Naqvi (CoRR, 2022)

Two-stage Fall Events Classification with Human Skeleton Data. - Leiyu Xie; Yang Sun 003; Jonathon A. Chambers; Syed Mohsen Naqvi (CoRR, 2022)

Domain Adaptation and Autoencoder-Based Unsupervised Speech Enhancement. - Yi Li 047; Yang Sun 003; Kirill V. Horoshenkov; Syed Mohsen Naqvi (IEEE Trans. Artif. Intell., 2022)

Enhancing ADHD Detection Using Diva Interview-Based Audio Signals and A Two-Stream Network. - Shuanglin Li; Yang Sun 003; Rajesh Nair; Syed Mohsen Naqvi (IPCCC, 2023)

Multi-task Cooperative Learning via Searching for Flat Minima. - Fuping Wu; Le Zhang 005; Yang Sun 003; Yuanhan Mo; Thomas E. Nichols; Bartlomiej W. Papiez (ISIC/Care-AI/MedAGI/DeCaF@MICCAI, 2023)

Learning with Noisy Labels for Human Fall Events Classification: Joint Cooperative Training with Trinity Networks. - Leiyu Xie; Yang Sun 003; Syed Mohsen Naqvi (CoRR, 2023)

U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement. - Yi Li 047; Yang Sun 003; Wenwu Wang 001; Syed Mohsen Naqvi (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis. - Jian-Qing Zheng; Yuanhan Mo; Yang Sun 003; Jiahua Li; Fuping Wu; Ziyang Wang; Tonia Vincent; Bartlomiej W. Papiez (CoRR, 2024)

MT-CooL: Multi-Task Cooperative Learning via Flat Minima Searching. - Fuping Wu; Le Zhang 005; Yang Sun 003; Yuanhan Mo; Thomas E. Nichols; Bartlomiej W. Papiez (IEEE Trans. Medical Imaging, 2025)