Xiaodong Li
Orcid: 0000-0002-4170-0076Affiliations:
- Chinese Academy of Science, Institute of Acoustics, Beijing, China (PhD 1995)
According to our database1,
Xiaodong Li
authored at least 73 papers
between 2006 and 2024.
Collaborative distances:
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Bibliography
2024
TaBE: Decoupling spatial and spectral processing with Taylor's unfolding method in the beamspace domain for multi-channel speech enhancement.
Inf. Fusion, January, 2024
2023
Parallel processing of distributed beamforming and multichannel linear prediction for speech denoising and deverberation in wireless acoustic sensor networks.
EURASIP J. Audio Speech Music. Process., December, 2023
IEEE ACM Trans. Audio Speech Lang. Process., 2023
2022
Filtering and Refining: A Collaborative-Style Framework for Single-Channel Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Symmetry, 2022
Analysis of trade-offs between magnitude and phase estimation in loss functions for speech denoising and dereverberation.
Speech Commun., 2022
Multitarget Tracking Based on Dynamic Bayesian Network With Reparameterized Approximate Variational Inference.
IEEE Internet Things J., 2022
Wideband Multitarget Tracking Based on Dynamic Bayesian Network Learning in an Acoustic Sensor Array Network.
IEEE Internet Things J., 2022
Digit. Signal Process., 2022
CoRR, 2022
TaylorBeamixer: Learning Taylor-Inspired All-Neural Multi-Channel Speech Enhancement from Beam-Space Dictionary Perspective.
CoRR, 2022
A deep complex network with multi-frame filtering for stereophonic acoustic echo cancellation.
CoRR, 2022
Fully Automatic Balance between Directivity Factor and White Noise Gain for Large-scale Microphone Arrays in Diffuse Noise Fields.
Proceedings of the Interspeech 2022, 2022
Bifurcation and Reunion: A Loss-Guided Two-Stage Approach for Monaural Speech Dereverberation.
Proceedings of the Interspeech 2022, 2022
TaylorBeamformer: Learning All-Neural Beamformer for Multi-Channel Speech Enhancement from Taylor's Approximation Theory.
Proceedings of the Interspeech 2022, 2022
A deep complex multi-frame filtering network for stereophonic acoustic echo cancellation.
Proceedings of the Interspeech 2022, 2022
Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Embedding and Beamforming: All-Neural Causal Beamformer for Multichannel Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Corrigendum to 'Finite data performance analysis of one-bit MVDR and phase-only MVDR' [Signal Processing 183 (2021) Article 108018].
Signal Process., 2021
Signal Process., 2021
Distributed node-specific block-diagonal LCMV beamforming in wireless acoustic sensor networks.
Signal Process., 2021
EURASIP J. Audio Speech Music. Process., 2021
Low-complexity artificial noise suppression methods for deep learning-based speech enhancement algorithms.
EURASIP J. Audio Speech Music. Process., 2021
EmotionBox: a music-element-driven emotional music generation system using Recurrent Neural Network.
CoRR, 2021
Noise-robust blind reverberation time estimation using noise-aware time-frequency masking.
CoRR, 2021
Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement.
CoRR, 2021
Acoustic Echo Cancellation Using Deep Complex Neural Network with Nonlinear Magnitude Compression and Phase Information.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Know Your Enemy, Know Yourself: A Unified Two-Stage Framework for Speech Enhancement.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
ICASSP 2021 Acoustic Echo Cancellation Challenge: Integrated Adaptive Echo Cancellation with Time Alignment and Deep Learning-Based Residual Echo Plus Noise Suppression.
Proceedings of the IEEE International Conference on Acoustics, 2021
ICASSP 2021 Deep Noise Suppression Challenge: Decoupling Magnitude and Phase Optimization with a Two-Stage Deep Network.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
A Robust Maximum Likelihood Distortionless Response Beamformer based on a Complex Generalized Gaussian Distribution.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021
2020
Signal Process., 2020
Two Heads Are Better Than One: A Two-Stage Approach for Monaural Noise Reduction in the Complex Domain.
CoRR, 2020
Distributed Node-Specific Block-Diagonal LCMV Beamforming in Wireless Acoustic Sensor Networks.
CoRR, 2020
Dynamic Attention Based Generative Adversarial Network with Phase Post-Processing for Speech Enhancement.
CoRR, 2020
The IOA System for Deep Noise Suppression Challenge using a Framework Combining Dynamic Attention and Recursive Learning.
CoRR, 2020
Generalization of Machine Learning for Problem Reduction: A Case Study on Travelling Salesman Problems.
CoRR, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2020
2019
A Supervised Speech enhancement Approach with Residual Noise Control for Voice Communication.
CoRR, 2019
Convolutional Recurrent Neural Network Based Progressive Learning for Monaural Speech Enhancement.
CoRR, 2019
2018
IEEE Trans. Mob. Comput., 2018
Statistical Analysis of the Multichannel Wiener Filter Using a Bivariate Normal Distribution for Sample Covariance Matrices.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
A perceptually motivated LP residual estimator in noisy and reverberant environments.
Speech Commun., 2018
Long-range speech acquirement and enhancement with dual-point laser Doppler vibrometers.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018
An efficient and robust speech dereverberation method using spherical microphone array.
Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018
2017
Robust Adaptive Beamforming Using Noise Reduction Preprocessing-Based Fully Automatic Diagonal Loading and Steering Vector Estimation.
IEEE Access, 2017
2016
Analysis of Additional Stable Gain by Frequency Shifting for Acoustic Feedback Suppression using Statistical Room Acoustics.
IEEE Signal Process. Lett., 2016
Statistical analysis and improvement of coherent-to-diffuse power ratio estimators for dereverberation.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016
2015
Binaural coherent-to-diffuse-ratio estimation for dereverberation using an ITD model.
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015
Bandwidth extension for speech acquired by laser Doppler vibrometer with an auxiliary microphone.
Proceedings of the 10th International Conference on Information, 2015
2014
On Generalized Auto-Spectral Coherence Function and Its Applications to Signal Detection.
IEEE Signal Process. Lett., 2014
A Constrained MMSE LP Residual Estimator for Speech Dereverberation in Noisy Environments.
IEEE Signal Process. Lett., 2014
Statistical analysis of temporal coherence function and its application in howling detection.
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
2013
A Statistical Analysis of Two-Channel Post-Filter Estimators in Isotropic Noise Fields.
IEEE Trans. Speech Audio Process., 2013
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
A modified power-level-difference-based noise reduction for dual-microphone headsets.
Proceedings of the 9th International Conference on Information, 2013
2011
Signal Process., 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Robustness analysis of time-domain and frequency-domain adaptive null-forming schemes.
Proceedings of the 8th International Conference on Information, 2011
2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
IEEE Signal Process. Lett., 2009
2008
Signal Process., 2008
2006
Feature Extraction Using Histogram Entropies of Euclidean Distances for Vehicle Classification.
Proceedings of the Computational Intelligence and Security, International Conference, 2006