DeLiang Wang

Orcid: 0000-0001-8195-6319

Affiliations:
  • Ohio State University, Columbus, USA


According to our database1, DeLiang Wang authored at least 346 papers between 1988 and 2024.

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

Awards

IEEE Fellow

IEEE Fellow 2004, "For contributions to advancing oscillatory correlation theory and its application to auditory and visual scene analysis.".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
A surge of submissions.
Neural Networks, January, 2024

Towards Decoupling Frontend Enhancement and Backend Recognition in Monaural Robust ASR.
CoRR, 2024

CrossNet: Leveraging Global, Cross-Band, Narrow-Band, and Positional Encoding for Single- and Multi-Channel Speaker Separation.
CoRR, 2024

Combined Generative and Predictive Modeling for Speech Super-resolution.
CoRR, 2024

2023
Deep MCANC: A deep learning approach to multi-channel active noise control.
Neural Networks, January, 2023

$F0$ Estimation and Voicing Detection With Cascade Architecture in Noisy Speech.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Low-Latency Active Noise Control Using Attentive Recurrent Network.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Attentive Training: A New Training Framework for Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2023

Another bumper year.
Neural Networks, 2023

Announcement of the Neural Networks Best Paper Award.
Neural Networks, 2023

Leveraging Laryngograph Data for Robust Voicing Detection in Speech.
CoRR, 2023

Multi-channel Conversational Speaker Separation via Neural Diarization.
CoRR, 2023

KalmanNet: A Learnable Kalman Filter for Acoustic Echo Cancellation.
CoRR, 2023

Cross-Domain Diffusion Based Speech Enhancement for Very Noisy Speech.
Proceedings of the IEEE International Conference on Acoustics, 2023

DATA2VEC-SG: Improving Self-Supervised Learning Representations for Speech Generation Tasks.
Proceedings of the IEEE International Conference on Acoustics, 2023

Multi-Resolution Location-Based Training for Multi-Channel Continuous Speech Separation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Neuralkalman: A Learnable Kalman Filter for Acoustic Echo Cancellation.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022
Neural Cascade Architecture for Multi-Channel Acoustic Echo Suppression.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Fusing Bone-Conduction and Air-Conduction Sensors for Complex-Domain Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Neural Cascade Architecture With Triple-Domain Loss for Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Neural Spectrospatial Filtering.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Multi-Channel Talker-Independent Speaker Separation Through Location-Based Training.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus Generalization.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Continual growth and a transition.
Neural Networks, 2022

A Conformer Based Acoustic Model for Robust Automatic Speech Recognition.
CoRR, 2022

Densely-connected Convolutional Recurrent Network for Fundamental Frequency Estimation in Noisy Speech.
Proceedings of the Interspeech 2022, 2022

Attentive Recurrent Network for Low-Latency Active Noise Control.
Proceedings of the Interspeech 2022, 2022

VoiceFixer: A Unified Framework for High-Fidelity Speech Restoration.
Proceedings of the Interspeech 2022, 2022

Neural Vocoder is All You Need for Speech Super-resolution.
Proceedings of the Interspeech 2022, 2022

Time-domain Ad-hoc Array Speech Enhancement Using a Triple-path Network.
Proceedings of the Interspeech 2022, 2022

Attentive Training: A New Training Framework for Talker-independent Speaker Extraction.
Proceedings of the Interspeech 2022, 2022

Neural Cascade Architecture for Joint Acoustic Echo and Noise Suppression.
Proceedings of the IEEE International Conference on Acoustics, 2022

Summary on the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2022

Attention-Based Fusion for Bone-Conducted and Air-Conducted Speech Enhancement in the Complex Domain.
Proceedings of the IEEE International Conference on Acoustics, 2022

Cross-Domain Speech Enhancement with a Neural Cascade Architecture.
Proceedings of the IEEE International Conference on Acoustics, 2022

Localization based Sequential Grouping for Continuous Speech Separation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2022

Location-Based Training for Multi-Channel Talker-Independent Speaker Separation.
Proceedings of the IEEE International Conference on Acoustics, 2022

Multichannel Speech Enhancement Without Beamforming.
Proceedings of the IEEE International Conference on Acoustics, 2022

TPARN: Triple-Path Attentive Recurrent Network for Time-Domain Multichannel Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Towards Robust Speech Super-Resolution.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Speaker Separation Using Speaker Inventories and Estimated Speech.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Deep Learning Based Real-Time Speech Enhancement for Dual-Microphone Mobile Phones.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Towards Model Compression for Deep Learning Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Dense CNN With Self-Attention for Time-Domain Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Recurrent Neural Networks and Acoustic Features for Frame-Level Signal-to-Noise Ratio Estimation.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Deep ANC: A deep learning approach to active noise control.
Neural Networks, 2021

Maintaining the Publication Infrastructure in a Worldwide Pandemic.
Neural Networks, 2021

TADRN: Triple-Attentive Dual-Recurrent Network for Ad-hoc Array Multichannel Speech Enhancement.
CoRR, 2021

VoiceFixer: Toward General Speech Restoration With Neural Vocoder.
CoRR, 2021

Multi-Channel and Multi-Microphone Acoustic Echo Cancellation Using A Deep Learning Based Approach.
CoRR, 2021

A Deep Learning Approach to Multi-Channel and Multi-Microphone Acoustic Echo Cancellation.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

A Deep Learning Method to Multi-Channel Active Noise Control.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Complex Ratio Masking For Singing Voice Separation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Count And Separate: Incorporating Speaker Counting For Continuous Speaker Separation.
Proceedings of the IEEE International Conference on Acoustics, 2021

Real-Time Speech Enhancement for Mobile Communication Based on Dual-Channel Complex Spectral Mapping.
Proceedings of the IEEE International Conference on Acoustics, 2021

Compressing Deep Neural Networks for Efficient Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2021

Time-Domain Loss Modulation Based on Overlap Ratio for Monaural Conversational Speaker Separation.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Monaural Speech Dereverberation Using Temporal Convolutional Networks With Self Attention.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Complex Spectral Mapping for Single- and Multi-Channel Speech Enhancement and Robust ASR.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Deep Learning Based Target Cancellation for Speech Dereverberation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Bridging the Gap Between Monaural Speech Enhancement and Recognition With Distortion-Independent Acoustic Modeling.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Learning Complex Spectral Mapping With Gated Convolutional Recurrent Networks for Monaural Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Robust Speaker Recognition Based on Single-Channel and Multi-Channel Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

On Cross-Corpus Generalization of Deep Learning Based Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Causal Deep CASA for Monaural Talker-Independent Speaker Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

Announcement of the Neural Networks Best Paper Award.
Neural Networks, 2020

Dual-path Self-Attention RNN for Real-Time Speech Enhancement.
CoRR, 2020

Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speaker Separation.
CoRR, 2020

A Deep Learning Approach to Active Noise Control.
Proceedings of the Interspeech 2020, 2020

Frame-Level Signal-to-Noise Ratio Estimation Using Deep Learning.
Proceedings of the Interspeech 2020, 2020

Noisy-Reverberant Speech Enhancement Using DenseUNet with Time-Frequency Attention.
Proceedings of the Interspeech 2020, 2020

Learning Complex Spectral Mapping for Speech Enhancement with Improved Cross-Corpus Generalization.
Proceedings of the Interspeech 2020, 2020

Time-Frequency Loss for CNN Based Speech Super-Resolution.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-Microphone Complex Spectral Mapping for Speech Dereverberation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Improving Robustness of Deep Learning Based Monaural Speech Enhancement Against Processing Artifacts.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Deep Casa for Talker-independent Monaural Speech Separation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Talker-Independent Speaker Separation in Reverberant Conditions.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Densely Connected Neural Network with Dilated Convolutions for Real-Time Speech Enhancement in The Time Domain.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Two-Stage Deep Learning for Noisy-Reverberant Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Robust Speaker Localization Guided by Deep Learning-Based Time-Frequency Masking.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Combining Spectral and Spatial Features for Deep Learning Based Blind Speaker Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Gated Residual Networks With Dilated Convolutions for Monaural Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

A New Framework for CNN-Based Speech Enhancement in the Time Domain.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Divide and Conquer: A Deep CASA Approach to Talker-Independent Monaural Speaker Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Deep Learning for Talker-Dependent Reverberant Speaker Separation: An Empirical Study.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Deep Learning for Joint Acoustic Echo and Noise Cancellation with Nonlinear Distortions.
Proceedings of the Interspeech 2019, 2019

Enhanced Spectral Features for Distortion-Independent Acoustic Modeling.
Proceedings of the Interspeech 2019, 2019

Deep Learning Based Multi-Channel Speaker Recognition in Noisy and Reverberant Environments.
Proceedings of the Interspeech 2019, 2019

Robust Sparse Multichannel Active Noise Control.
Proceedings of the IEEE International Conference on Acoustics, 2019

Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective.
Proceedings of the IEEE International Conference on Acoustics, 2019

Real-time Speech Enhancement Using an Efficient Convolutional Recurrent Network for Dual-microphone Mobile Phones in Close-talk Scenarios.
Proceedings of the IEEE International Conference on Acoustics, 2019

Complex Spectral Mapping with a Convolutional Recurrent Network for Monaural Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2019

Exploring Deep Complex Networks for Complex Spectrogram Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2019

TCNN: Temporal Convolutional Neural Network for Real-time Speech Enhancement in the Time Domain.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Supervised Speech Separation Based on Deep Learning: An Overview.
IEEE ACM Trans. Audio Speech Lang. Process., 2018

Fostering deep learning and beyond.
Neural Networks, 2018

Time-Frequency Masking Based Online Speech Enhancement with Multi-Channel Data Using Convolutional Neural Networks.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios.
Proceedings of the Interspeech 2018, 2018

Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks.
Proceedings of the Interspeech 2018, 2018

All-Neural Multi-Channel Speech Enhancement.
Proceedings of the Interspeech 2018, 2018

Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation.
Proceedings of the Interspeech 2018, 2018

End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction.
Proceedings of the Interspeech 2018, 2018

A Two-Stage Approach to Noisy Cochannel Speech Separation with Gated Residual Networks.
Proceedings of the Interspeech 2018, 2018

A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement.
Proceedings of the Interspeech 2018, 2018

A New Framework for Supervised Speech Enhancement in the Time Domain.
Proceedings of the Interspeech 2018, 2018

Late Reverberation Suppression Using Recurrent Neural Networks with Long Short-Term Memory.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

On Spatial Features for Supervised Speech Separation and its Application to Beamforming and Robust ASR.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Mask Weighted Stft Ratios for Relative Transfer Function Estimation and ITS Application to Robust ASR.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Filter-and-Convolve: A Cnn Based Multichannel Complex Concatenation Acoustic Model.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Utterance-Wise Recurrent Dropout and Iterative Speaker Adaptation for Robust Monaural Speech Recognition.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Gated Residual Networks with Dilated Convolutions for Supervised Speech Separation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

On Adversarial Training and Loss Functions for Speech Enhancement.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Permutation Invariant Training for Speaker-Independent Multi-Pitch Tracking.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Casa Approach to Deep Learning Based Speaker-Independent Co-Channel Speech Separation.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Recurrent Neural Networks for Cochannel Speech Separation in Reverberant Environments.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Deep Learning Based Binaural Speech Separation in Reverberant Environments.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Time-Frequency Masking in the Complex Domain for Speech Dereverberation and Denoising.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Features for Masking-Based Monaural Speech Separation in Reverberant Conditions.
IEEE ACM Trans. Audio Speech Lang. Process., 2017

Promoting Further Developments of Neural Networks.
Neural Networks, 2017

Binaural Reverberant Speech Separation Based on Deep Neural Networks.
Proceedings of the Interspeech 2017, 2017

A two-stage algorithm for noisy and reverberant speech enhancement.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A speech enhancement algorithm by iterating single- and multi-microphone processing and its application to robust ASR.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Speech dereverberation and denoising using complex ratio masks.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Unsupervised speaker adaptation of batch normalized acoustic models for robust ASR.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Recurrent deep stacking networks for supervised speech separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Time and frequency domain long short-term memory for noise robust pitch tracking.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Robust speaker recognition based on DNN/i-vectors and speech separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
A Deep Ensemble Learning Method for Monaural Speech Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Boosting Contextual Information for Deep Neural Network Based Voice Activity Detection.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Complex Ratio Masking for Monaural Speech Separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

A Joint Training Framework for Robust Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Noise perturbation for supervised speech separation.
Speech Commun., 2016

State of Neural Networks Is Strong.
Neural Networks, 2016

A Feature Study for Masking-Based Reverberant Speech Separation.
Proceedings of the Interspeech 2016, 2016

Long Short-Term Memory for Speaker Generalization in Supervised Speech Separation.
Proceedings of the Interspeech 2016, 2016

DNN-based enhancement of noisy and reverberant speech.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Complex ratio masking for joint enhancement of magnitude and phase.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Phoneme-specific speech separation.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Robust speech recognition from ratio masks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Robust pitch tracking in noisy speech using speaker-dependent deep neural networks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Factorization-Based Texture Segmentation.
IEEE Trans. Image Process., 2015

Cochannel Speaker Identification in Anechoic and Reverberant Conditions.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Improving Robustness of Deep Neural Network Acoustic Models via Speech Separation and Joint Adaptive Training.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Learning Spectral Mapping for Speech Dereverberation and Denoising.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Multi-resolution stacking for speech separation based on boosted DNN.
Proceedings of the INTERSPEECH 2015, 2015

Joint training of speech separation, filterbank and acoustic model for robust automatic speech recognition.
Proceedings of the INTERSPEECH 2015, 2015

Speaker-dependent multipitch tracking using deep neural networks.
Proceedings of the INTERSPEECH 2015, 2015

Deep neural network based spectral feature mapping for robust speech recognition.
Proceedings of the INTERSPEECH 2015, 2015

Deep neural networks for cochannel speaker identification.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Deep neural networks for estimating speech model activations.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A deep neural network for time-domain signal reconstruction.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Noise Perturbation Improves Supervised Speech Separation.
Proceedings of the Latent Variable Analysis and Signal Separation, 2015

2014
Remote Sensing Image Segmentation by Combining Spectral and Texture Features.
IEEE Trans. Geosci. Remote. Sens., 2014

Robust Speaker Identification in Noisy and Reverberant Conditions.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

On training targets for supervised speech separation.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Investigation of Speech Separation as a Front-End for Noise Robust Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Binaural classification for reverberant speech segregation using deep neural networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Neural network based pitch tracking in very noisy speech.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

A feature study for classification-based speech separation at low signal-to-noise ratios.
IEEE ACM Trans. Audio Speech Lang. Process., 2014

Boosted deep neural networks and multi-resolution cochleagram features for voice activity detection.
Proceedings of the INTERSPEECH 2014, 2014

Binaural deep neural network classification for reverberant speech segregation.
Proceedings of the INTERSPEECH 2014, 2014

A two-stage approach for improving the perceptual quality of separated speech.
Proceedings of the IEEE International Conference on Acoustics, 2014

A structure-preserving training target for supervised speech separation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Joint noise adaptive training for robust automatic speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

Learning spectral mapping for speech dereverberation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Neural networks for supervised pitch tracking in noise.
Proceedings of the IEEE International Conference on Acoustics, 2014

A feature study for classification-based speech separation at very low signal-to-noise ratio.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Binaural Detection, Localization, and Segregation in Reverberant Environments Based on Joint Pitch and Azimuth Cues.
IEEE Trans. Speech Audio Process., 2013

Towards Scaling Up Classification-Based Speech Separation.
IEEE Trans. Speech Audio Process., 2013

Exploring Monaural Features for Classification-Based Speech Segregation.
IEEE Trans. Speech Audio Process., 2013

An Unsupervised Approach to Cochannel Speech Separation.
IEEE Trans. Speech Audio Process., 2013

A Direct Masking Approach to Robust ASR.
IEEE Trans. Speech Audio Process., 2013

Towards Generalizing Classification Based Speech Separation.
IEEE Trans. Speech Audio Process., 2013

Special issue on advanced theory and methodology in intelligent computing: Selected papers from the Seventh International Conference on Intelligent Computing (ICIC 2011).
Neurocomputing, 2013

An iterative model-based approach to cochannel speech separation.
EURASIP J. Audio Speech Music. Process., 2013

Keynote addresses: From auditory masking to binary classification: Machine learning for speech separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Keynote addresses: From auditory masking to binary classification: Machine learning for speech separation.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

Analyzing noise robustness of MFCC and GFCC features in speaker identification.
Proceedings of the IEEE International Conference on Acoustics, 2013

A sparse representation approach for perceptual quality improvement of separated speech.
Proceedings of the IEEE International Conference on Acoustics, 2013

Feature denoising for speech separation in unknown noisy environments.
Proceedings of the IEEE International Conference on Acoustics, 2013

Ideal ratio mask estimation using deep neural networks for robust speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2013

Coupling binary masking and robust ASR.
Proceedings of the IEEE International Conference on Acoustics, 2013

Learning invariant features for speech separation.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
CASA-Based Robust Speaker Identification.
IEEE Trans. Speech Audio Process., 2012

Binaural Localization of Multiple Sources in Reverberant and Noisy Environments.
IEEE Trans. Speech Audio Process., 2012

A CASA-Based System for Long-Term SNR Estimation.
IEEE Trans. Speech Audio Process., 2012

A Tandem Algorithm for Singing Pitch Extraction and Voice Separation From Music Accompaniment.
IEEE Trans. Speech Audio Process., 2012

Image segmentation using local spectral histograms and linear regression.
Pattern Recognit. Lett., 2012

Loss of a Co-Editor-in-Chief and friend.
Neural Networks, 2012

Expedited review process.
Neural Networks, 2012

Cocktail Party Processing via Structured Prediction.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Boosting Classification Based Speech Separation Using Temporal Dynamics.
Proceedings of the INTERSPEECH 2012, 2012

Acoustic Features for Classification Based Speech Separation.
Proceedings of the INTERSPEECH 2012, 2012

On the Role of Binary Mask Pattern in Automatic Speech Recognition.
Proceedings of the INTERSPEECH 2012, 2012

Binaural speech segregation based on pitch and azimuth tracking.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

SVM-based separation of unvoiced-voiced speech in cochannel conditions.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

On generalization of classification based speech separation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Computational Auditory Scene Analysis and Automatic Speech Recognition.
Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012

2011
LEGION-Based Automatic Road Extraction From Satellite Imagery.
IEEE Trans. Geosci. Remote. Sens., 2011

Reverberant Speech Segregation Based on Multipitch Tracking and Classification.
IEEE Trans. Speech Audio Process., 2011

HMM-Based Multipitch Tracking for Noisy and Reverberant Speech.
IEEE Trans. Speech Audio Process., 2011

Unvoiced Speech Segregation From Nonspeech Interference via CASA and Spectral Subtraction.
IEEE Trans. Speech Audio Process., 2011

A multistage approach to blind separation of convolutive speech mixtures.
Speech Commun., 2011

Selecting salient objects in real scenes: An oscillatory correlation model.
Neural Networks, 2011

An excellent year and a transition.
Neural Networks, 2011

Image segmentation based on local spectral histograms and linear regression.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Robust speaker identification using a CASA front-end.
Proceedings of the IEEE International Conference on Acoustics, 2011

Directionality-based speech enhancement for hearing aids.
Proceedings of the IEEE International Conference on Acoustics, 2011

Robust speech recognition using multiple prior models for speech reconstruction.
Proceedings of the IEEE International Conference on Acoustics, 2011

On the use of ideal binary masks for improving phonetic classification.
Proceedings of the IEEE International Conference on Acoustics, 2011

An approach to sequential grouping in cochannel speech.
Proceedings of the IEEE International Conference on Acoustics, 2011

A trend estimation algorithm for singing pitch detection in musical recordings.
Proceedings of the IEEE International Conference on Acoustics, 2011

An SVM based classification approach to speech separation.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Sequential Organization of Speech in Reverberant Environments by Integrating Monaural Grouping and Binaural Localization.
IEEE Trans. Speech Audio Process., 2010

A Tandem Algorithm for Pitch Estimation and Voiced Speech Segregation.
IEEE Trans. Speech Audio Process., 2010

Robust speech recognition by integrating speech separation and hypothesis testing.
Speech Commun., 2010

A computational auditory scene analysis system for speech segregation and robust speech recognition.
Comput. Speech Lang., 2010

Combining monaural and binaural evidence for reverberant speech segregation.
Proceedings of the INTERSPEECH 2010, 2010

Unsupervised sequential organization for cochannel speech separation.
Proceedings of the INTERSPEECH 2010, 2010

Unvoiced speech segregation based on CASA and spectral subtraction.
Proceedings of the INTERSPEECH 2010, 2010

Integrating monaural and binaural analysis for localizing multiple reverberant sound sources.
Proceedings of the IEEE International Conference on Acoustics, 2010

A multipitch tracking algorithm for noisy and reverberant speech.
Proceedings of the IEEE International Conference on Acoustics, 2010

Speech intelligibility of ideal binary masked mixtures.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
Monaural Musical Sound Separation Based on Pitch and Common Amplitude Modulation.
IEEE Trans. Speech Audio Process., 2009

A Supervised Learning Approach to Monaural Segregation of Reverberant Speech.
IEEE Trans. Speech Audio Process., 2009

Sequential organization of speech in computational auditory scene analysis.
Speech Commun., 2009

On the optimality of ideal binary time-frequency masks.
Speech Commun., 2009

Musical Sound Separation Based on Binary Time-Frequency Masking.
EURASIP J. Audio Speech Music. Process., 2009

Automatic road extraction from satellite imagery using LEGION networks.
Proceedings of the International Joint Conference on Neural Networks, 2009

An oscillatory correlation model of object-based attention.
Proceedings of the International Joint Conference on Neural Networks, 2009

On the role of localization cues in binaural segregation of reverberant speech.
Proceedings of the IEEE International Conference on Acoustics, 2009

An auditory-based feature for robust speech recognition.
Proceedings of the IEEE International Conference on Acoustics, 2009

Learning to maximize signal-to-noise ratio for reverberant speech segregation.
Proceedings of the IEEE International Conference on Acoustics, 2009

A multistage approach for blind separation of convolutive speech mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2009

Incorporating spectral subtraction and noise type for unvoiced speech segregation.
Proceedings of the IEEE International Conference on Acoustics, 2009

2008
Two-Microphone Separation of Speech Mixtures.
IEEE Trans. Neural Networks, 2008

Binaural Tracking of Multiple Moving Sources.
IEEE Trans. Speech Audio Process., 2008

Cocktail Party Processing.
Proceedings of the Computational Intelligence: Research Frontiers, 2008

Resolving Overlapping Harmonics for Monaural Musical Sound Separation using Fundamental Frequency and Common Amplitude Modulation.
Proceedings of the ISMIR 2008, 2008

Preliminary intelligibility tests of a monaural speech segregation system.
Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 2008

Robust speaker identification using auditory features and computational auditory scene analysis.
Proceedings of the IEEE International Conference on Acoustics, 2008

Musical Sound Separation Using Pitch-Based Labeling and Binary Time-Frequency Masking.
Proceedings of the IEEE International Conference on Acoustics, 2008

2007
Computational Scene Analysis.
Proceedings of the Challenges for Computational Intelligence, 2007

Transforming Binary Uncertainties for Robust Speech Recognition.
IEEE Trans. Speech Audio Process., 2007

Separation of Singing Voice From Music Accompaniment for Monaural Recordings.
IEEE Trans. Speech Audio Process., 2007

Auditory Segmentation Based on Onset and Offset Analysis.
IEEE Trans. Speech Audio Process., 2007

Exploiting Uncertainties for Binaural Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007

Incorporating Auditory Feature Uncertainties in Robust Speaker Identification.
Proceedings of the IEEE International Conference on Acoustics, 2007

Pitch Detection in Polyphonic Music using Instrument Tone Models.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
A two-stage algorithm for one-microphone reverberant speech enhancement.
IEEE Trans. Speech Audio Process., 2006

Model-based sequential organization in cochannel speech.
IEEE Trans. Speech Audio Process., 2006

Binary and ratio time-frequency masks for robust speech recognition.
Speech Commun., 2006

LEGION: locally excitatory globally inhibitory oscillator networks.
Scholarpedia, 2006

Singing Voice Separation from Monaural Recordings.
Proceedings of the ISMIR 2006, 2006

A computational auditory scene analysis system for robust speech recognition.
Proceedings of the INTERSPEECH 2006, 2006

Unvoiced Speech Segregation.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

A Supervised Learning Approach to Uncertainty Decoding for Robust Speech Recognition.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Robust Speaker Recognition Using Binary Time-Frequency Masks.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Speech Recognition in Multisource Reverberant Environments with Binaural Inputs.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Separating Underdetermined Convolutive Speech Mixtures.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

Cocktail Party Processing.
Proceedings of the Advances in Artificial Intelligence, 2006

2005
The time dimension for scene analysis.
IEEE Trans. Neural Networks, 2005

A schema-based model for phonemic restoration.
Speech Commun., 2005

Modeling the perception of multitalker speech.
Proceedings of the INTERSPEECH 2005, 2005

A pitch-based model for separation of reverberant speech.
Proceedings of the INTERSPEECH 2005, 2005

A Two-Stage Algorithm for Enhancement of Reverberant Speech.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Detecting pitch of singing voice in polyphonic audio.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Separation of Fricatives and Affricates.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

On Ideal Binary Mask As the Computational Goal of Auditory Scene Analysis.
Proceedings of the Speech Separation by Humans and Machines, 2005

2004
Monaural speech segregation based on pitch tracking and amplitude modulation.
IEEE Trans. Neural Networks, 2004

Synchronization rates in classes of relaxation oscillators.
IEEE Trans. Neural Networks, 2004

A binaural processor for missing data speech recognition in the presence of noise and small-room reverberation.
Speech Commun., 2004

Model-based sequential organization for cochannel speaker identification.
Proceedings of the INTERSPEECH 2004, 2004

Auditory segmentation based on event detection.
Proceedings of the ISCA Tutorial and Research Workshop on Statistical and Perceptual Audio Processing, 2004

Binaural sound segregation for multisource reverberant environments.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Texture classification using spectral histograms.
IEEE Trans. Image Process., 2003

A multipitch tracking algorithm for noisy speech.
IEEE Trans. Speech Audio Process., 2003

Welcome to the special issue: the best of the best.
Neural Networks, 2003

Intrinsic generalization analysis of low dimensional representations.
Neural Networks, 2003

Segregation of stop consonants from acoustic interference.
Proceedings of the NNSP 2003, 2003

A Classification-based Cocktail-party Processor.
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003

Schema-based modeling of phonemic restoration.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

A one-microphone algorithm for reverberant speech enhancement.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Co-channel speaker identification using usable speech extraction based on multi-pitch tracking.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Separation of stop consonants.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002
Scene analysis by integrating primitive segmentation and associative memory.
IEEE Trans. Syst. Man Cybern. Part B, 2002

A dynamically coupled neural oscillator network for image segmentation.
Neural Networks, 2002

Monaural Speech Separation.
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

A multi-pitch tracking algorithm for noisy speech.
Proceedings of the IEEE International Conference on Acoustics, 2002

Location-based sound segregation.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Perceiving geometric patterns: from spirals to inside-outside relations.
IEEE Trans. Neural Networks, 2001

Texture segmentation using Gaussian-Markov random fields and neural oscillator networks.
IEEE Trans. Neural Networks, 2001

Extraction of hydrographic regions from remote sensing images using an oscillator network with weight adaptation.
IEEE Trans. Geosci. Remote. Sens., 2001

A comparison of auditory and blind separation techniques for speech segregation.
IEEE Trans. Speech Audio Process., 2001

Synchronization in Relaxation Oscillator Networks with Conduction Delays.
Neural Comput., 2001

Unsupervised Learning: Foundations of Neural Computation.
AI Mag., 2001

Anticipation Model for Sequential Learning of Complex Sequences.
Proceedings of the Sequence Learning - Paradigms, Algorithms, and Applications, 2001

Image segmentation using local spectral histograms.
Proceedings of the 2001 International Conference on Image Processing, 2001

2000
Weight adaptation and oscillatory correlation for image segmentation.
IEEE Trans. Neural Networks Learn. Syst., 2000

Motion segmentation based on motion/brightness integration and oscillatory correlation.
IEEE Trans. Neural Networks Learn. Syst., 2000

Boundary detection by contextual non-linear smoothing.
Pattern Recognit., 2000

On Connectedness: A Solution Based on Oscillatory Correlation.
Neural Comput., 2000

An Oscillatory Correlation Model of Human Motion Perception.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999
Separation of speech from interfering sounds based on oscillatory correlation.
IEEE Trans. Neural Networks, 1999

Range image segmentation using a relaxation oscillator network.
IEEE Trans. Neural Networks, 1999

Segmentation of Medical Images Using LEGION.
IEEE Trans. Medical Imaging, 1999

Object selection based on oscillatory correlation.
Neural Networks, 1999

Synchrony and Desynchrony in Integrate-and-Fire Oscillators.
Neural Comput., 1999

Perceptual Organization Based on Temporal Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

An Oscillatory Correlation Frame work for Computational Auditory Scene Analysis.
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999

A boundary-pair representation for perception modeling.
Proceedings of the International Joint Conference Neural Networks, 1999

Image segmentation based on motion/luminance integration and oscillatory correlation.
Proceedings of the International Joint Conference Neural Networks, 1999

The separation of speech from interfering sounds: an oscillatory correlation approach.
Proceedings of the International Joint Conference Neural Networks, 1999

Image segmentation based on a dynamically coupled neural oscillator network.
Proceedings of the International Joint Conference Neural Networks, 1999

1998
Fast numerical integration of relaxation oscillator networks based on singular limit solutions.
IEEE Trans. Neural Networks, 1998

Perceiving without Learning: From Spirals to Inside/Outside Relations.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Oriented Statistical Nonlinear Smoothing Filter.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
Modelling the perceptual segregation of double vowels with a network of neural oscillators.
Neural Networks, 1997

Image Segmentation Based on Oscillatory Correlation.
Neural Comput., 1997

Range image segmentation using an oscillatory network.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Texture segmentation using Gaussian Markov random fields and LEGION.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Relaxation oscillator networks with time delays.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

Modelling the perceptual separation of concurrent vowels with a network of neural oscillators.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1996
Incremental learning of complex temporal patterns.
IEEE Trans. Neural Networks, 1996

Synchronization and desynchronization in a network of locally coupled Wilson-Cowan oscillators.
IEEE Trans. Neural Networks, 1996

On Temporal Generalization of Simple Recurrent Networks.
Neural Networks, 1996

Primitive Auditory Segregation Based on Oscillatory Correlation.
Cogn. Sci., 1996

A neural model of sequential memory.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Image segmentation by neural oscillator networks.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Loose synchrony in relaxation oscillator networks with time delays.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995
Anticipation-based temporal pattern generation.
IEEE Trans. Syst. Man Cybern., 1995

Locally excitatory globally inhibitory oscillator networks.
IEEE Trans. Neural Networks, 1995

Emergent synchrony in locally coupled neural oscillators.
IEEE Trans. Neural Networks, 1995

1994
Modeling neural mechanisms of vertebrate habituation: Locus specificity and pattern discrimination.
J. Comput. Neurosci., 1994

Synchrony and Desynchrony in Neural Oscillator Networks.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

An oscillation model of auditory stream segregation.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Timing and chunking in processing temporal order.
IEEE Trans. Syst. Man Cybern., 1993

Pattern Recognition: Neural Networks in Perspective.
IEEE Expert, 1993

A Neural Model of Synaptic Plasticity Underlying Short-term and Long-term Habituation.
Adapt. Behav., 1993

1992
Modeling the dishabituation hierarchy: The role of the primordial hippocampus.
Biol. Cybern., 1992

1990
SLONN: A Simulation Language for modeling of Neural Networks.
Simul., 1990

Pattern Segmentation in Associative Memory.
Neural Comput., 1990

Mechanisms of pattern discrimination in the toad's visual system.
Proceedings of the IJCNN 1990, 1990

1988
Three neural models which process temporal information.
Neural Networks, 1988


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