Zheng-Hua Tan
Orcid: 0000-0001-6856-8928
According to our database1,
Zheng-Hua Tan
authored at least 223 papers
between 2002 and 2024.
Collaborative distances:
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Bibliography
2024
Data-Driven Non-Intrusive Speech Intelligibility Prediction Using Speech Presence Probability.
IEEE ACM Trans. Audio Speech Lang. Process., 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Signal Process. Mag., November, 2023
On the deficiency of intelligibility metrics as proxies for subjective intelligibility.
Speech Commun., May, 2023
On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables.
IEEE Trans. Neural Networks Learn. Syst., April, 2023
IEEE ACM Trans. Audio Speech Lang. Process., 2023
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Self-supervised Pretraining for Robust Personalized Voice Activity Detection in Adverse Conditions.
CoRR, 2023
CoRR, 2023
Diffusion-Based Speech Enhancement in Matched and Mismatched Conditions Using a Heun-Based Sampler.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Explicit construction of the minimum error variance estimator for stochastic LTI-ss systems.
Autom., 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Improved Disentangled Speech Representations Using Contrastive Learning in Factorized Hierarchical Variational Autoencoder.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Multichannel Speech Enhancement With Own Voice-Based Interfering Speech Suppression for Hearing Assistive Devices.
IEEE ACM Trans. Audio Speech Lang. Process., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
PAC-Bayesian-Like Error Bound for a Class of Linear Time-Invariant Stochastic State-Space Models.
CoRR, 2022
Leveraging Domain Features for Detecting Adversarial Attacks Against Deep Speech Recognition in Noise.
CoRR, 2022
CoRR, 2022
On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verification.
CoRR, 2022
Training Data-Driven Speech Intelligibility Predictors on Heterogeneous Listening Test Data.
IEEE Access, 2022
IEEE Access, 2022
AoI and Throughput Optimization for Hybrid Traffic in Cellular Uplink Using Reinforcement Learning.
Proceedings of the 95th IEEE Vehicular Technology Conference, 2022
Floor Map Reconstruction Through Radio Sensing and Learning by a Large Intelligent Surface.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022
Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay.
Proceedings of the Interspeech 2022, 2022
Summary on the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge.
Proceedings of the IEEE International Conference on Acoustics, 2022
Joint Far- and Near-End Speech Intelligibility Enhancement Based on the Approximated Speech Intelligibility Index.
Proceedings of the IEEE International Conference on Acoustics, 2022
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars.
Proceedings of the 30th European Signal Processing Conference, 2022
2021
IEEE ACM Trans. Audio Speech Lang. Process., 2021
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Vocal Tract Length Perturbation for Text-Dependent Speaker Verification With Autoregressive Prediction Coding.
IEEE Signal Process. Lett., 2021
IEEE Open J. Commun. Soc., 2021
Self-segmentation of pass-phrase utterances for deep feature learning in text-dependent speaker verification.
Comput. Speech Lang., 2021
CoRR, 2021
Improvement of Noise-Robust Single-Channel Voice Activity Detection with Spatial Pre-processing.
CoRR, 2021
INTERSPEECH 2021 ConferencingSpeech Challenge: Towards Far-field Multi-Channel Speech Enhancement for Video Conferencing.
CoRR, 2021
Data Generation Using Pass-phrase-dependent Deep Auto-encoders for Text-Dependent Speaker Verification.
CoRR, 2021
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021
Proceedings of the IEEE Spoken Language Technology Workshop, 2021
Disentangled Speech Representation Learning Based on Factorized Hierarchical Variational Autoencoder with Self-Supervised Objective.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Compression of DNNs Using Magnitude Pruning and Nonlinear Information Bottleneck Training.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Joint Maximum Likelihood Estimation of Power Spectral Densities and Relative Acoustic Transfer Functions for Acoustic Beamforming.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
Conferencingspeech Challenge: Towards Far-Field Multi-Channel Speech Enhancement for Video Conferencing.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021
Proceedings of the 4th IEEE 5G World Forum, 2021
2020
IEEE Trans. Multim., 2020
IEEE Trans. Image Process., 2020
Online Multichannel Speech Enhancement Based on Recursive EM and DNN-Based Speech Presence Estimation.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Highlights From the Machine Learning for Signal Processing Technical Committee [In the Spotlight].
IEEE Signal Process. Mag., 2020
Comput. Speech Lang., 2020
CoRR, 2020
Data augmentation enhanced speaker enrollment for text-dependent speaker verification.
CoRR, 2020
CoRR, 2020
Context-Aware Recommendations for Televisions Using Deep Embeddings with Relaxed N-Pairs Loss Objective.
CoRR, 2020
Proceedings of the Interspeech 2020, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Maximum Likelihood Estimation of the Interference-Plus-Noise Cross Power Spectral Density Matrix for Own Voice Retrieval.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
A Primer on Large Intelligent Surface (LIS) for Wireless Sensing in an Industrial Setting.
Proceedings of the Cognitive Radio-Oriented Wireless Networks, 2020
2019
Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification.
IEEE ACM Trans. Audio Speech Lang. Process., 2019
On the Relationship Between Short-Time Objective Intelligibility and Short-Time Spectral-Amplitude Mean-Square Error for Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2019
Speech Commun., 2019
SketchSegNet+: An End-to-End Learning of RNN for Multi-Class Sketch Semantic Segmentation.
IEEE Access, 2019
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the Interspeech 2019, 2019
On Training Targets and Objective Functions for Deep-learning-based Audio-visual Speech Enhancement.
Proceedings of the IEEE International Conference on Acoustics, 2019
Effects of Lombard Reflex on the Performance of Deep-learning-based Audio-visual Speech Enhancement Systems.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 2019
2018
Wireless Personal Communications: Machine Learning for Big Data Processing in Mobile Internet.
Wirel. Pers. Commun., 2018
Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features.
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Using Closed-Set Speaker Identification Score Confidence to Enhance Audio-Based Collaborative Filtering for Multiple Users.
IEEE Trans. Consumer Electron., 2018
IEEE ACM Trans. Audio Speech Lang. Process., 2018
Bias-Compensated Informed Sound Source Localization Using Relative Transfer Functions.
IEEE ACM Trans. Audio Speech Lang. Process., 2018
IEEE ACM Trans. Audio Speech Lang. Process., 2018
IEEE Trans. Affect. Comput., 2018
A perceptually motivated LP residual estimator in noisy and reverberant environments.
Speech Commun., 2018
Refinement and validation of the binaural short time objective intelligibility measure for spatially diverse conditions.
Speech Commun., 2018
A spatial self-similarity based feature learning method for face recognition under varying poses.
Pattern Recognit. Lett., 2018
Neurocomputing, 2018
Incorporating pass-phrase dependent background models for text-dependent speaker verification.
Comput. Speech Lang., 2018
On the Equivalence between Objective Intelligibility and Mean-Squared Error for Deep Neural Network based Speech Enhancement.
CoRR, 2018
A Parallel/Distributed Algorithmic Framework for Mining All Quantitative Association Rules.
CoRR, 2018
Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization, 2018
Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018
Public perception of android robots: Indications from an analysis of YouTube comments.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018
Proceedings of the Interspeech 2018, 2018
Monaural Speech Enhancement Using Deep Neural Networks by Maximizing a Short-Time Objective Intelligibility Measure.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
Wirel. Pers. Commun., 2017
Wirel. Pers. Commun., 2017
Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Speech Intelligibility Potential of General and Specialized Deep Neural Network Based Speech Enhancement Systems.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Informed Sound Source Localization Using Relative Transfer Functions for Hearing Aid Applications.
IEEE ACM Trans. Audio Speech Lang. Process., 2017
Time-Contrastive Learning Based Unsupervised DNN Feature Extraction for Speaker Verification.
CoRR, 2017
Multi-talker Speech Separation and Tracing with Permutation Invariant Training of Deep Recurrent Neural Networks.
CoRR, 2017
Joint separation and denoising of noisy multi-talker speech using recurrent neural networks and permutation invariant training.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
Proceedings of the Interspeech 2017, 2017
Improving Speaker Verification Performance in Presence of Spoofing Attacks Using Out-of-Domain Spoofed Data.
Proceedings of the Interspeech 2017, 2017
Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification.
Proceedings of the Interspeech 2017, 2017
Proceedings of the Interspeech 2017, 2017
On the Use of Band Importance Weighting in the Short-Time Objective Intelligibility Measure.
Proceedings of the Interspeech 2017, 2017
Weighted Score Based Fast Converging CO-training with Application to Audio-Visual Person Identification.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Permutation invariant training of deep models for speaker-independent multi-talker speech separation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
RedDots replayed: A new replay spoofing attack corpus for text-dependent speaker verification research.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Wirel. Pers. Commun., 2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
IEEE ACM Trans. Audio Speech Lang. Process., 2016
AMORE: design and implementation of a commercial-strength parallel hybrid movie recommendation engine.
Knowl. Inf. Syst., 2016
Neurocomputing, 2016
IEEE Access, 2016
Effect of multi-condition training and speech enhancement methods on spoofing detection.
Proceedings of the First International Workshop on Sensing, 2016
Proceedings of the First International Workshop on Sensing, 2016
Proceedings of the First International Workshop on Sensing, 2016
Projecting emotional speech into arousal-valence space using pairwise preference learning.
Proceedings of the First International Workshop on Sensing, 2016
Speech enhancement using Long Short-Term Memory based recurrent Neural Networks for noise robust Speaker Verification.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Further optimisations of constant Q cepstral processing for integrated utterance and text-dependent speaker verification.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Privacy protection performance of De-identified face images with and without background.
Proceedings of the 39th International Convention on Information and Communication Technology, 2016
Speaker-Dependent Dictionary-Based Speech Enhancement for Text-Dependent Speaker Verification.
Proceedings of the Interspeech 2016, 2016
Text Dependent Speaker Verification Using Un-Supervised HMM-UBM and Temporal GMM-UBM.
Proceedings of the Interspeech 2016, 2016
Robust Speaker Recognition with Combined Use of Acoustic and Throat Microphone Speech.
Proceedings of the Interspeech 2016, 2016
Integrated Spoofing Countermeasures and Automatic Speaker Verification: An Evaluation on ASVspoof 2015.
Proceedings of the Interspeech 2016, 2016
HAPPY Team Entry to NIST OpenSAD Challenge: A Fusion of Short-Term Unsupervised and Segment i-Vector Based Speech Activity Detectors.
Proceedings of the Interspeech 2016, 2016
Utterance Verification for Text-Dependent Speaker Recognition: A Comparative Assessment Using the RedDots Corpus.
Proceedings of the Interspeech 2016, 2016
Proceedings of the IECON 2016, 2016
Informed Direction of Arrival estimation using a spherical-head model for Hearing Aid applications.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
A method for predicting the intelligibility of noisy and non-linearly enhanced binaural speech.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 19th International Conference on Information Fusion, 2016
2015
Minimum Mean-Square Error Estimation of Mel-Frequency Cepstral Features-A Theoretically Consistent Approach.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Neurocomputing, 2015
Binary pattern flavored feature extractors for Facial Expression Recognition: An overview.
Proceedings of the 38th International Convention on Information and Communication Technology, 2015
Assessing the Potential Use of Eye-Tracking Triangulation for Evaluating the Usability of an Online Diabetes Exercise System.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015
A heuristic approach for a social robot to navigate to a person based on audio and range information.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015
Comparison of forced-alignment speech recognition and humans for generating reference VAD.
Proceedings of the INTERSPEECH 2015, 2015
A binaural short time objective intelligibility measure for noisy and enhanced speech.
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
A feature subtraction method for image based kinship verification under uncontrolled environments.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
On the influence of microphone array geometry on HRTF-based Sound Source Localization.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Maximum likelihood approach to "informed" Sound Source Localization for Hearing Aid applications.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015
A discriminative approach for speaker selection in speaker de-identification systems.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Wirel. Pers. Commun., 2014
Predictive Distribution of the Dirichlet Mixture Model by Local Variational Inference.
J. Signal Process. Syst., 2014
IEEE Trans. Multim., 2014
IEEE Intell. Syst., 2014
Joint variable frame rate and length analysis for speech recognition under adverse conditions.
Comput. Electr. Eng., 2014
Improving Robustness Against Environmental Sounds for Directing Attention of Social Robots.
Proceedings of the Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction, 2014
Proceedings of the Artificial Intelligence Applications and Innovations, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Audio-based age and gender identification to enhance the recommendation of TV content.
IEEE Trans. Consumer Electron., 2013
Inf. Process. Manag., 2013
Multi-frame rate based multiple-model training for robust speaker identification of disguised voice.
Proceedings of the 16th International Symposium on Wireless Personal Multimedia Communications, 2013
Proceedings of the 2013 Visual Communications and Image Processing, 2013
Fusing eye-gaze and speech recognition for tracking in an automatic reading tutor - a step in the right direction?
Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2013
Demographic recommendation by means of group profile elicitation using speaker age and gender recognition.
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
IEEE Trans. Speech Audio Process., 2012
Guest Editors' Introduction to the Special Issue on "New Trends in Signal Processing and Biomedical Engineering".
Comput. Electr. Eng., 2012
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012
PubSearch - A Hierarchical Heuristic Scheme for Ranking Academic Search Results.
Proceedings of the ICPRAM 2012, 2012
2011
IEEE Trans. Speech Audio Process., 2011
Feature selection strategy for classification of single-trial EEG elicited by motor imagery.
Proceedings of the 14th International Symposium on Wireless Personal Multimedia Communications, 2011
Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2011
Combining acoustic and language model miscue detection methods for adult dyslexic read speech.
Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2011
Command & control: Information merging, selective visualization and decision support for emergency handling.
Proceedings of the 8th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2011
Mobile video annotation for enhanced rich media communication during emergency handling.
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Multi-Sensor Voice Activity Detection Based on Multiple Observation Hypothesis Testing.
Proceedings of the INTERSPEECH 2011, 2011
Sinusoidal Approach for the Single-Channel Speech Separation and Recognition Challenge.
Proceedings of the INTERSPEECH 2011, 2011
2010
Low-Complexity Variable Frame Rate Analysis for Speech Recognition and Voice Activity Detection.
IEEE J. Sel. Top. Signal Process., 2010
Introduction to the Issue on Speech Processing for Natural Interaction With Intelligent Environments.
IEEE J. Sel. Top. Signal Process., 2010
Proceedings of the INTERSPEECH 2010, 2010
Signal-to-Signal Ratio Independent Speaker Identification for Co-channel Speech Signals.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
High-accuracy, low-complexity voice activity detection based on a posteriori SNR weighted energy.
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the INTERSPEECH 2009, 2009
2008
IEEE Signal Process. Lett., 2008
A posteriori SNR weighted energy based variable frame rate analysis for speech recognition.
Proceedings of the INTERSPEECH 2008, 2008
Proceedings of the Mobile Multimedia Processing: Fundamentals, 2008
2007
IEEE Trans. Speech Audio Process., 2007
Exploiting Temporal Correlation of Speech for Error Robust and Bandwidth Flexible Distributed Speech Recognition.
IEEE Trans. Speech Audio Process., 2007
2006
Fuzzy Metagraph and Its Combination with the Indexing Approach in Rule-Based Systems.
IEEE Trans. Knowl. Data Eng., 2006
Robust speech recognition over mobile networks using combined weighted viterbi decoding and subvector based error concealment.
Proceedings of the INTERSPEECH 2006, 2006
Robust Speech Recognition From Noise-Type Based Feature Compensation and Model Interpolation in a Multiple Model Framework.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Speech Commun., 2005
Adaptive Multi-Frame-Rate Scheme for Distributed Speech Recognition Based on a Half Frame-Rate Front-End.
Proceedings of the IEEE 7th Workshop on Multimedia Signal Processing, 2005
Robust speech recognition based on noise and SNR classification - a multiple-model framework.
Proceedings of the INTERSPEECH 2005, 2005
Proceedings of the INTERSPEECH 2005, 2005
2004
Spectral subtraction with full-wave rectification and likelihood controlled instantaneous noise estimation for robust speech recognition.
Proceedings of the INTERSPEECH 2004, 2004
Proceedings of the INTERSPEECH 2004, 2004
A subvector-based error concealment algorithm for speech recognition over mobile networks.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
OOV-detection and channel error protection for distributed speech recognition over wireless networks.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002