Voice Activity Detection Based on Complex Exponential Atomic Decomposition and Likelihood Ratio Test. - Shiwen Deng; Jiqing Han 001 (ICPR, 2010)

Robust statistical voice activity detection using a likelihood ratio sign test. - Shiwen Deng; Jiqing Han 001 (INTERSPEECH, 2010)

Compensation of signal with erasures via sparse representation into its significant subspace. - Shiwen Deng; Jiqing Han 001 (ISSPA, 2010)

A modified MAP criterion based on hidden Markov model for voice activity detecion. - Shiwen Deng; Jiqing Han 001; Tieran Zheng; Guibin Zheng (ICASSP, 2011)

Online Learning for Classification of Low-rank Representation Features and Its Applications in Audio Segment Classification - Ziqiang Shi; Jiqing Han 001; Tieran Zheng; Shiwen Deng (CoRR, 2011)

Voice activity detection based on conjugate subspace matching pursuit and likelihood ratio test. - Shiwen Deng; Jiqing Han 001 (EURASIP J. Audio Speech Music. Process., 2011)

A solution to residual noise in speech denoising with sparse representation. - Yongjun He 002; Jiqing Han 001; Shiwen Deng; Tieran Zheng; Guibin Zheng (ICASSP, 2012)

Low-rank Audio Signal Classification Under Soft Margin and Trace Norm Constraints. - Ziqiang Shi; Tieran Zheng; Jiqing Han 001; Shiwen Deng (INTERSPEECH, 2012)

Guarantees of Augmented Trace Norm Models in Tensor Recovery - Ziqiang Shi; Jiqing Han 001; Tieran Zheng; Shiwen Deng; Ji Li (CoRR, 2012)

Likelihood ratio sign test for voice activity detection. - Shiwen Deng; Jiqing Han 001 (IET Signal Process., 2012)

Case based reasoning solution to the problem of sustained learning in keyword spotting. - Tieran Zheng; Jiqing Han 001; Guibin Zheng; Shiwen Deng (ICASSP, 2013)

Statistical voice activity detection based on sparse representation over learned dictionary. - Shi-Wen Deng; Ji-Qing Han 001 (Digit. Signal Process., 2013)

Audio Segment Classification Using Online Learning Based Tensor Representation Feature Discrimination. - Ziqiang Shi; Jiqing Han 001; Tieran Zheng; Shiwen Deng (IEEE Trans. Speech Audio Process., 2013)

Robust minimum statistics project coefficients feature for acoustic environment recognition. - Shiwen Deng; Jiqing Han 001; Chaozhu Zhang; Tieran Zheng; Guibin Zheng (ICASSP, 2014)

Ramanujan subspace pursuit for signal periodic decomposition. - Shi-Wen Deng; Ji-Qing Han 001 (CoRR, 2015)

Abnormal Heart Sounds detection based on the Scaled Time-Frequency Representation and Feature Selection. - Wenjie Zhang; Shiwen Deng; Jiqing Han 001 (CinC, 2016)

Towards heart sound classification without segmentation via autocorrelation feature and diffusion maps. - Shi-Wen Deng; Ji-Qing Han 001 (Future Gener. Comput. Syst., 2016)

Sparse Decomposition for Signal Periodic Model Over Complex Exponential Dictionary. - Shiwen Deng; Jiqing Han 001 (IEEE Signal Process. Lett., 2016)

Signal Periodic Decomposition With Conjugate Subspaces. - Shi-Wen Deng; Ji-Qing Han 001 (IEEE Trans. Signal Process., 2016)

Heart sound classification based on scaled spectrogram and partial least squares regression. - Wenjie Zhang; Jiqing Han 001; Shiwen Deng (Biomed. Signal Process. Control., 2017)

Heart sound classification based on scaled spectrogram and tensor decomposition. - Wenjie Zhang; Jiqing Han 001; Shiwen Deng (Expert Syst. Appl., 2017)

A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification. - Hongwei Song; Jiqing Han 001; Shiwen Deng (INTERSPEECH, 2018)

Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition. - Liwen Zhang 001; Jiqing Han 001; Shiwen Deng (INTERSPEECH, 2018)

Adaptive overlapping-group sparse denoising for heart sound signals. - Shi-Wen Deng; Ji-Qing Han 001 (Biomed. Signal Process. Control., 2018)

Efficient general sparse denoising with non-convex sparse constraint and total variation regularization. - Shi-Wen Deng; Ji-Qing Han 001 (Digit. Signal Process., 2018)

Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events. - Hongwei Song; Jiqing Han 001; Shiwen Deng; Zhihao Du (INTERSPEECH, 2019)

Abnormal heart sound detection using temporal quasi-periodic features and long short-term memory without segmentation. - Wenjie Zhang; Jiqing Han 001; Shiwen Deng (Biomed. Signal Process. Control., 2019)

End-to-End Automatic Pronunciation Error Detection Based on Improved Hybrid CTC/Attention Architecture. - Long Zhang; Ziping Zhao 001; Chunmei Ma; Linlin Shan; Huazhi Sun; Lifen Jiang; Shiwen Deng; Chang Gao (Sensors, 2020)

Capturing Temporal Dependencies Through Future Prediction for CNN-Based Audio Classifiers. - Hongwei Song; Jiqing Han 001; Shiwen Deng; Zhihao Du (ICASSP, 2021)

Exploring Inter-Node Relations in CNNs for Environmental Sound Classification. - Hongwei Song; Shiwen Deng; Jiqing Han 001 (IEEE Signal Process. Lett., 2022)

Graph-Based Spectro-Temporal Dependency Modeling for Anti-Spoofing. - Feng Chen; Shiwen Deng; Tieran Zheng; Yongjun He 002; Jiqing Han 001 (ICASSP, 2023)

Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification. - Jianchen Li; Jiqing Han 001; Shiwen Deng; Tieran Zheng; Yongjun He 002; Guibin Zheng (INTERSPEECH, 2023)

First-Order Graph Trend Filtering for Sparse Hyperspectral Unmixing. - Fu-Xin Song; Shi-Wen Deng (IEEE Geosci. Remote. Sens. Lett., 2023)

Task-driven common subspace learning based semantic feature extraction for acoustic event recognition. - Qiuying Shi; Shiwen Deng; Jiqing Han 001 (Expert Syst. Appl., 2023)

Sound Activity-Aware Based Cross-Task Collaborative Training for Semi-Supervised Sound Event Detection. - Yadong Guan; Jiqing Han 001; Hongwei Song; Shiwen Deng; Guibin Zheng; Tieran Zheng; Yongjun He 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Mutual Incoherence and Relative Total Variation Regularizations for Blind Hyperspectral Unmixing. - Fu-Xin Song; Chao Kan; Shi-Wen Deng (IEEE Trans. Geosci. Remote. Sens., 2024)

Adaptive Improved GCNs and SAM Superpixels for Hyperspectral Image Classification. - Lei Wang; Wen-Sheng Zhu; Shi-Wen Deng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Joint Energy-Based Model for Semi-Supervised Respiratory Sound Classification: A Method of Insensitive to Distribution Mismatch. - Wenjie Song 003; Jiqing Han 001; Shiwen Deng; Tieran Zheng; Guibin Zheng; Yongjun He 002 (IEEE J. Biomed. Health Informatics, 2025)