Shiwen Deng

Orcid: 0000-0001-8964-3165

According to our database1, Shiwen Deng authored at least 33 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Task-driven common subspace learning based semantic feature extraction for acoustic event recognition.
Expert Syst. Appl., December, 2023

First-Order Graph Trend Filtering for Sparse Hyperspectral Unmixing.
IEEE Geosci. Remote. Sens. Lett., 2023

Graph-Based Spectro-Temporal Dependency Modeling for Anti-Spoofing.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Exploring Inter-Node Relations in CNNs for Environmental Sound Classification.
IEEE Signal Process. Lett., 2022

2021
Capturing Temporal Dependencies Through Future Prediction for CNN-Based Audio Classifiers.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
End-to-End Automatic Pronunciation Error Detection Based on Improved Hybrid CTC/Attention Architecture.
Sensors, 2020

2019
Abnormal heart sound detection using temporal quasi-periodic features and long short-term memory without segmentation.
Biomed. Signal Process. Control., 2019

Acoustic Scene Classification by Implicitly Identifying Distinct Sound Events.
Proceedings of the Interspeech 2019, 2019

2018
Efficient general sparse denoising with non-convex sparse constraint and total variation regularization.
Digit. Signal Process., 2018

Adaptive overlapping-group sparse denoising for heart sound signals.
Biomed. Signal Process. Control., 2018

Unsupervised Temporal Feature Learning Based on Sparse Coding Embedded BoAW for Acoustic Event Recognition.
Proceedings of the Interspeech 2018, 2018

A Compact and Discriminative Feature Based on Auditory Summary Statistics for Acoustic Scene Classification.
Proceedings of the Interspeech 2018, 2018

2017
Heart sound classification based on scaled spectrogram and tensor decomposition.
Expert Syst. Appl., 2017

Heart sound classification based on scaled spectrogram and partial least squares regression.
Biomed. Signal Process. Control., 2017

2016
Signal Periodic Decomposition With Conjugate Subspaces.
IEEE Trans. Signal Process., 2016

Sparse Decomposition for Signal Periodic Model Over Complex Exponential Dictionary.
IEEE Signal Process. Lett., 2016

Towards heart sound classification without segmentation via autocorrelation feature and diffusion maps.
Future Gener. Comput. Syst., 2016

Abnormal Heart Sounds detection based on the Scaled Time-Frequency Representation and Feature Selection.
Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015
Ramanujan subspace pursuit for signal periodic decomposition.
CoRR, 2015

2014
Robust minimum statistics project coefficients feature for acoustic environment recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Audio Segment Classification Using Online Learning Based Tensor Representation Feature Discrimination.
IEEE Trans. Speech Audio Process., 2013

Statistical voice activity detection based on sparse representation over learned dictionary.
Digit. Signal Process., 2013

Case based reasoning solution to the problem of sustained learning in keyword spotting.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Likelihood ratio sign test for voice activity detection.
IET Signal Process., 2012

Guarantees of Augmented Trace Norm Models in Tensor Recovery
CoRR, 2012

Low-rank Audio Signal Classification Under Soft Margin and Trace Norm Constraints.
Proceedings of the INTERSPEECH 2012, 2012

A solution to residual noise in speech denoising with sparse representation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Voice activity detection based on conjugate subspace matching pursuit and likelihood ratio test.
EURASIP J. Audio Speech Music. Process., 2011

Online Learning for Classification of Low-rank Representation Features and Its Applications in Audio Segment Classification
CoRR, 2011

A modified MAP criterion based on hidden Markov model for voice activity detecion.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Compensation of signal with erasures via sparse representation into its significant subspace.
Proceedings of the 10th International Conference on Information Sciences, 2010

Robust statistical voice activity detection using a likelihood ratio sign test.
Proceedings of the INTERSPEECH 2010, 2010

Voice Activity Detection Based on Complex Exponential Atomic Decomposition and Likelihood Ratio Test.
Proceedings of the 20th International Conference on Pattern Recognition, 2010


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