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Shiwen Deng
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Journal Articles
- 2024
- [j17]Fu-Xin Song
, Chao Kan
, Shi-Wen Deng
:
Mutual Incoherence and Relative Total Variation Regularizations for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - 2023
- [j16]Qiuying Shi
, Shiwen Deng
, Jiqing Han
:
Task-driven common subspace learning based semantic feature extraction for acoustic event recognition. Expert Syst. Appl. 234: 121045 (2023) - [j15]Fu-Xin Song
, Shi-Wen Deng
:
First-Order Graph Trend Filtering for Sparse Hyperspectral Unmixing. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - 2022
- [j14]Hongwei Song
, Shiwen Deng
, Jiqing Han
:
Exploring Inter-Node Relations in CNNs for Environmental Sound Classification. IEEE Signal Process. Lett. 29: 154-158 (2022) - 2020
- [j13]Long Zhang
, Ziping Zhao, Chunmei Ma, Linlin Shan, Huazhi Sun, Lifen Jiang, Shiwen Deng, Chang Gao:
End-to-End Automatic Pronunciation Error Detection Based on Improved Hybrid CTC/Attention Architecture. Sensors 20(7): 1809 (2020) - 2019
- [j12]Wenjie Zhang
, Jiqing Han, Shiwen Deng
:
Abnormal heart sound detection using temporal quasi-periodic features and long short-term memory without segmentation. Biomed. Signal Process. Control. 53 (2019) - 2018
- [j11]Shi-Wen Deng, Ji-Qing Han:
Adaptive overlapping-group sparse denoising for heart sound signals. Biomed. Signal Process. Control. 40: 49-57 (2018) - [j10]Shi-Wen Deng
, Ji-Qing Han:
Efficient general sparse denoising with non-convex sparse constraint and total variation regularization. Digit. Signal Process. 78: 259-264 (2018) - 2017
- [j9]Wenjie Zhang
, Jiqing Han, Shiwen Deng:
Heart sound classification based on scaled spectrogram and partial least squares regression. Biomed. Signal Process. Control. 32: 20-28 (2017) - [j8]Wenjie Zhang
, Jiqing Han, Shiwen Deng:
Heart sound classification based on scaled spectrogram and tensor decomposition. Expert Syst. Appl. 84: 220-231 (2017) - 2016
- [j7]Shi-Wen Deng, Ji-Qing Han:
Towards heart sound classification without segmentation via autocorrelation feature and diffusion maps. Future Gener. Comput. Syst. 60: 13-21 (2016) - [j6]Shiwen Deng
, Jiqing Han:
Sparse Decomposition for Signal Periodic Model Over Complex Exponential Dictionary. IEEE Signal Process. Lett. 23(12): 1858-1861 (2016) - [j5]Shi-Wen Deng, Ji-Qing Han:
Signal Periodic Decomposition With Conjugate Subspaces. IEEE Trans. Signal Process. 64(22): 5981-5992 (2016) - 2013
- [j4]Shi-Wen Deng, Ji-Qing Han:
Statistical voice activity detection based on sparse representation over learned dictionary. Digit. Signal Process. 23(4): 1228-1232 (2013) - [j3]Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng:
Audio Segment Classification Using Online Learning Based Tensor Representation Feature Discrimination. IEEE Trans. Speech Audio Process. 21(1): 184-194 (2013) - 2012
- [j2]Shiwen Deng, Jiqing Han:
Likelihood ratio sign test for voice activity detection. IET Signal Process. 6(4): 306-312 (2012) - 2011
- [j1]Shiwen Deng, Jiqing Han:
Voice activity detection based on conjugate subspace matching pursuit and likelihood ratio test. EURASIP J. Audio Speech Music. Process. 2011: 12 (2011)
Conference and Workshop Papers
- 2023
- [c15]Feng Chen, Shiwen Deng, Tieran Zheng, Yongjun He, Jiqing Han:
Graph-Based Spectro-Temporal Dependency Modeling for Anti-Spoofing. ICASSP 2023: 1-5 - [c14]Jianchen Li
, Jiqing Han, Shiwen Deng, Tieran Zheng, Yongjun He, Guibin Zheng:
Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification. INTERSPEECH 2023: 3147-3151 - 2021
- [c13]Hongwei Song, Jiqing Han, Shiwen Deng, Zhihao Du:
Capturing Temporal Dependencies Through Future Prediction for CNN-Based Audio Classifiers. ICASSP 2021: 101-105 - 2019
- [c12]Hongwei Song
, Jiqing Han, Shiwen Deng, Zhihao Du:
Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events. INTERSPEECH 2019: 3860-3864 - 2018
- [c11]Liwen Zhang
, Jiqing Han, Shiwen Deng:
Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition. INTERSPEECH 2018: 3284-3288 - [c10]Hongwei Song
, Jiqing Han, Shiwen Deng:
A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification. INTERSPEECH 2018: 3294-3298 - 2016
- [c9]Wenjie Zhang, Shiwen Deng, Jiqing Han:
Abnormal Heart Sounds detection based on the Scaled Time-Frequency Representation and Feature Selection. CinC 2016 - 2014
- [c8]Shiwen Deng, Jiqing Han, Chaozhu Zhang, Tieran Zheng, Guibin Zheng:
Robust minimum statistics project coefficients feature for acoustic environment recognition. ICASSP 2014: 8232-8236 - 2013
- [c7]Tieran Zheng, Jiqing Han, Guibin Zheng, Shiwen Deng:
Case based reasoning solution to the problem of sustained learning in keyword spotting. ICASSP 2013: 8570-8574 - 2012
- [c6]Yongjun He, Jiqing Han, Shiwen Deng, Tieran Zheng, Guibin Zheng:
A solution to residual noise in speech denoising with sparse representation. ICASSP 2012: 4653-4656 - [c5]Ziqiang Shi, Tieran Zheng, Jiqing Han, Shiwen Deng:
Low-rank Audio Signal Classification Under Soft Margin and Trace Norm Constraints. INTERSPEECH 2012: 1736-1739 - 2011
- [c4]Shiwen Deng, Jiqing Han, Tieran Zheng, Guibin Zheng:
A modified MAP criterion based on hidden Markov model for voice activity detecion. ICASSP 2011: 5220-5223 - 2010
- [c3]Shiwen Deng, Jiqing Han:
Voice Activity Detection Based on Complex Exponential Atomic Decomposition and Likelihood Ratio Test. ICPR 2010: 89-92 - [c2]Shiwen Deng, Jiqing Han:
Robust statistical voice activity detection using a likelihood ratio sign test. INTERSPEECH 2010: 3126-3129 - [c1]Shiwen Deng, Jiqing Han:
Compensation of signal with erasures via sparse representation into its significant subspace. ISSPA 2010: 247-250
Informal and Other Publications
- 2019
- [i6]Hongwei Song, Jiqing Han, Shiwen Deng, Zhihao Du:
Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events. CoRR abs/1904.05204 (2019) - [i5]Hongwei Song, Jiqing Han, Shiwen Deng:
A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification. CoRR abs/1904.05243 (2019) - 2016
- [i4]Shi-Wen Deng, Ji-Qing Han:
Signal periodic decomposition with conjugate subspaces. CoRR abs/1602.03979 (2016) - 2015
- [i3]Shi-Wen Deng, Ji-Qing Han:
Ramanujan subspace pursuit for signal periodic decomposition. CoRR abs/1512.08112 (2015) - 2012
- [i2]Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng, Ji Li:
Guarantees of Augmented Trace Norm Models in Tensor Recovery. CoRR abs/1207.5326 (2012) - 2011
- [i1]Ziqiang Shi, Jiqing Han, Tieran Zheng, Shiwen Deng:
Online Learning for Classification of Low-rank Representation Features and Its Applications in Audio Segment Classification. CoRR abs/1112.4243 (2011)
Coauthor Index
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