• Fredrik Bajers Vej 7, B4-202

    9220 Aalborg Ø

    Danmark

20022022
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Publikationer 2002 2020

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Tidsskriftartikel
2020

rVAD: An unsupervised segment-based robust voice activity detection method

Tan, Z. H., Sarkar, A. K. & Dehak, N., 1 jan. 2020, I : Computer Speech and Language. 59, s. 1-21 21 s.

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Voice Activity Detection
Speech Signal
High Energy
Speech Enhancement
Speaker Verification
2019
2 Citationer (Scopus)

Adaptive protection combined with machine learning for microgrids

Lin, H., Sun, K., Tan, Z. H., Liu, C., Guerrero, J. M. & Vasquez, J. C., mar. 2019, I : IET Generation, Transmission and Distribution. 13, 6, s. 770-779 10 s.

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Learning systems
Adaptive algorithms
Support vector machines
Data mining
Automation

Deep-Learning-Based Audio-Visual Speech Enhancement in Presence of Lombard Effect

Michelsanti, D., Tan, Z-H., Sigurdsson, S. & Jensen, J., dec. 2019, I : Speech Communication. 115, s. 38-50 13 s.

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Speech Enhancement
Speech enhancement
learning
Speech intelligibility
Speech Intelligibility
36 Downloads (Pure)
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Fil
Speech intelligibility
Speech enhancement
intelligibility
Mean square error
augmentation
3 Downloads (Pure)

SketchSegNet+: An End-to-end Learning of RNN for Multi-Class Sketch Semantic Segmentation

Qi, Y. & Tan, Z., 18 jul. 2019, I : IEEE Access. 7, s. 102717-102726 10 s.

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Fil

The Importance of Context When Recommending TV Content: Dataset and Algorithms

Kristoffersen, M. S., Shepstone, S. E. & Tan, Z-H., 27 sep. 2019, I : I E E E Transactions on Multimedia.

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1 Downloads (Pure)

Time-Contrastive Learning Based Deep Bottleneck Features for Text-Dependent Speaker Verification

Sarkar, A. K., Tan, Z-H., Tang, H., Shon, S. & Glass, J., aug. 2019, I : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 8, s. 1267-1279 13 s., 8708955.

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learning
Speech recognition
Labels
speech recognition
Brain
2018
2 Citationer (Scopus)

A Perceptually Motivated LP Residual Estimator in Noisy and Reverberant Environments

Peng, R., Tan, Z-H., Li, X. & Zheng, C., feb. 2018, I : Speech Communication. 96, s. 129-141 13 s.

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Linear Prediction
Reverberation
Generalized Singular Value Decomposition
Singular value decomposition
Estimator

A Spatial Self-Similarity Based Feature Learning Method for Face Recognition under Varying Poses

Duan, X. & Tan, Z-H., 2018, I : Pattern Recognition Letters. 111, s. 109-116 8 s.

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Face recognition
Linear transformations
Experiments

Audio-based Granularity-adapted Emotion Classification

Shepstone, S. E., Tan, Z-H. & Jensen, S. H., 2018, I : IEEE Transactions on Affective Computing. 9, 2, s. 176-190 15 s.

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1 Citation (Scopus)

Bias-compensated informed sound source localization using relative transfer functions

Farmani, M., Pedersen, M. S., Tan, Z. H. & Jensen, J., 1 jul. 2018, I : IEEE/ACM Transactions on Audio Speech and Language Processing. 26, 7, s. 1271-1285 15 s.

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Microphones
microphones
estimators
transfer functions
Direction of arrival
68 Citationer (Scopus)

Decorrelation of Neutral Vector Variables: Theory and Applications

Ma, Z., Xue, J-H., Leijon, A., Tan, Z-H., Yang, Z. & Guo, J., jan. 2018, I : I E E E Transactions on Neural Networks and Learning Systems. 29, 1, s. 129-143 14 s.

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Principal component analysis
1 Citation (Scopus)

Guided spectrogram filtering for speech dereverberation

Zheng, C., Tan, Z. H., Peng, R. & Li, X., 1 maj 2018, I : Applied Acoustics. 134, s. 154-159 6 s.

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spectrograms
intelligibility
reverberation
smoothing
preserving
3 Citationer (Scopus)

Incorporating Pass-Phrase Dependent Background Models for Text-Dependent Speaker verification

Sarkar, A. K. & Tan, Z-H., 1 jan. 2018, I : Computer Speech and Language. 47, s. 259-271 13 s.

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Speaker Verification
Dependent
Model
Log-likelihood Ratio
Text
5 Citationer (Scopus)

iSocioBot; A Multimodal Interactive Social Robot

Tan, Z-H., Thomsen, N. B., Duan, X., Vlachos, E., Shepstone, S. E., Rasmussen, M. H. & Højvang, J. L., 1 jan. 2018, I : International Journal of Social Robotics. 10, 1, s. 5-19 15 s.

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Robots
Face recognition
Robotics
Speech synthesis
Speech recognition
4 Citationer (Scopus)

Latent Dirichlet Mixture Model

Chien, J-T., Lee, C-H. & Tan, Z-H., 2018, I : Neurocomputing. 278, s. 12-22 11 s.

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Cluster Analysis
Semantics
Learning
2 Citationer (Scopus)
37 Downloads (Pure)

Nonintrusive Speech Intelligibility Prediction Using Convolutional Neural Networks

Heidemann Andersen, A., Haan, J. M. D., Tan, Z-H. & Jensen, J., okt. 2018, I : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 26, 10, s. 1925-1939 15 s.

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Speech intelligibility
intelligibility
Neural networks
predictions
Speech processing
2 Citationer (Scopus)

Refinement and validation of the binaural short time objective intelligibility measure for spatially diverse conditions

Heidemann Andersen, A., de Haan, J. M., Tan, Z-H. & Jensen, J., sep. 2018, I : Speech Communication. 102, s. 1-13 13 s.

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5 Citationer (Scopus)
36 Downloads (Pure)

Robust Voice Liveness Detection and Speaker Verification Using Throat Microphones

Sahidullah, M., Thomsen, D. A. L., Hautamaki, R. G., Kinnunen, T., Tan, Z-H., Parts, R. & Pitkänen, M., 2018, I : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 26, 1, s. 44-56 13 s.

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throats
Microphones
microphones
attack
acceptability
17 Citationer (Scopus)
11 Downloads (Pure)

Spoofing Detection in Automatic Speaker Verification Systems Using DNN Classifiers and Dynamic Acoustic Features

Yu, H., Tan, Z. H., Ma, Z., Martin, R. & Guo, J., 1 okt. 2018, I : IEEE Transactions on Neural Networks and Learning Systems. 29, 10, s. 4633-4644 12 s., 8128906.

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Fil
Classifiers
Acoustics
Speech synthesis
Filter banks
Deep neural networks
1 Citation (Scopus)
167 Downloads (Pure)

Using Closed-Set Speaker Identification Score Confidence to Enhance Audio-Based Collaborative Filtering for Multiple Users

Shepstone, S. E., Tan, Z-H. & Kristoffersen, M. S., 2018, I : IEEE Transactions on Consumer Electronics. 64, 1, s. 11-18 8 s.

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Fil
Collaborative filtering
Identification (control systems)
2017
18 Citationer (Scopus)
177 Downloads (Pure)

DNN Filter Bank Cepstral Coefficients for Spoofing Detection

Yu, H., Tan, Z-H., Zhang, Y., Ma, Z. & Guo, J., 24 mar. 2017, I : IEEE Access. 5, s. 4779 - 4787 9 s.

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Åben adgang
Fil
Filter banks
Classifiers
Neural networks
Deep neural networks
Speech synthesis
2 Citationer (Scopus)

Frame Selection for Robust Speaker Identification: A Hybrid Approach

Prasad, S., Tan, Z. H. & Prasad, R., nov. 2017, I : Wireless Personal Communications. 97, 1, s. 933-950 18 s.

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Feature extraction
Signal to noise ratio
Statistical Models
12 Citationer (Scopus)
240 Downloads (Pure)

Informed Sound Source Localization Using Relative Transfer Functions for Hearing Aid Applications

Farmani, M., Pedersen, M. S., Tan, Z-H. & Jensen, J., 2017, I : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 3, s. 611-623

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Åben adgang
Fil
100 Citationer (Scopus)

Multitalker Speech Separation With Utterance-Level Permutation Invariant Training of Deep Recurrent Neural Networks

Kolbæk, M., Yu, D., Tan, Z-H. & Jensen, J., 13 jul. 2017, I : I E E E Transactions on Audio, Speech and Language Processing. 25, 10, s. 1901-1913 13 s.

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53 Citationer (Scopus)
1 Citation (Scopus)

Visual Detection of Events of Interest from Urban Activity

Astaras, S., Pnevmatikakis, A. & Tan, Z. H., nov. 2017, I : Wireless Personal Communications. 97, 2, s. 1877-1888 12 s.

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Cameras
2016
6 Citationer (Scopus)

AMORE: Design & Implementation of a Commercial-Strength Parallel Hybrid Movie Recommendation Engine

Christou, I. T., Amolochitis, E. & Tan, Z-H., jun. 2016, I : Knowledge and Information Systems. 47, 3, s. 671-696 26 s.

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Recommender systems
Collaborative filtering
Video on demand
Lenses
Profitability
8 Citationer (Scopus)

Improved Gaussian Mixture Models for Adaptive Foreground Segmentation

Katsarakis, N., Pnevmatikakis, A., Tan, Z-H. & Prasad, R., apr. 2016, I : Wireless Personal Communications. 87, 3, s. 629-643 14 s.

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Gaussian distribution
Tuning
Pixels

Multiple Frame Rates for Feature Extraction and Reliable Frame Selection at the Decision for Speaker Identification Under Voice Disguise

Prasad, S., Tan, Z-H. & Prasad, R., 2016, I : Journal of Communication, Navigation, Sensing and Services. 2016, 1, s. 29-44 003.

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Åben adgang
13 Citationer (Scopus)
191 Downloads (Pure)

Predicting the Intelligibility of Noisy and Nonlinearly Processed Binaural Speech

Heidemann Andersen, A., de Haan, J. M., Tan, Z-H. & Jensen, J., 16 jul. 2016, I : I E E E Transactions on Audio, Speech and Language Processing. 24, 11, s. 1908 - 1920 13 s.

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Åben adgang
Fil
15 Citationer (Scopus)
130 Downloads (Pure)

Text-Independent Speaker Identification Using the Histogram Transform Model

Ma, Z., Yu, H., Tan, Z-H. & Guo, J., 2016, I : IEEE Access. 4, s. 9733-9739 6 s., 7803586.

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Fil
Probability density function
Identification (control systems)
Mathematical transformations
Statistical Models
7 Citationer (Scopus)

Total Variability Modeling using Source-specific Priors

Shepstone, S. E., Lee, K. A., Li, H., Tan, Z-H. & Jensen, S. H., mar. 2016, I : I E E E Transactions on Audio, Speech and Language Processing. 24, 3, s. 504-517 14 s.

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Factor analysis
factor analysis
synchronism
matrices
divergence
14 Citationer (Scopus)

Using theatre to study interaction with care robots

Jochum, E. A., Vlachos, E., Christoffersen, A., Grindsted Nielsen, S., Hameed, I. & Tan, Z-H., 30 jun. 2016, I : International Journal of Social Robotics. 8, 4, s. 457-470

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2015
18 Citationer (Scopus)

Estimation of Residential Heat Pump Consumption for Flexibility Market Applications

Kouzelis, K., Tan, Z-H., Bak-Jensen, B., Pillai, J. R. & Ritchie, E., jul. 2015, I : I E E E Transactions on Smart Grid. 6, 4, s. 1852 - 1864 13 s.

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Pumps
Learning systems
Energy utilization
Statistics
Hot Temperature
23 Citationer (Scopus)

Feature Selection for Neutral Vector in EEG Signal Classification

Ma, Z., Tan, Z-H. & Guo, J., 2015, I : Neurocomputing. 174, Part B, s. 937-945

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14 Citationer (Scopus)

Im2Sketch: Sketch Generation by Unconflicted Perceptual Grouping

Qi, Y., Guo, J., Song, Y-Z., Xiang, T., Zhang, H. & Tan, Z-H., okt. 2015, I : Neurocomputing. 165, s. 338–349

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13 Citationer (Scopus)

Minimum Mean-Square Error Estimation of Mel-Frequency Cepstral Features: A Theoretically Consistent Approach

Jensen, J. & Tan, Z-H., jan. 2015, I : I E E E Transactions on Audio, Speech and Language Processing. 23, 1, s. 186 - 197

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Mean square error
Error analysis
coefficients
Speech recognition
speech recognition
2014
4 Citationer (Scopus)

Combination of multiple measurement cues for visual face tracking

Katsarakis, N., Pnevmatikakis, A., Tan, Z-H. & Prasad, R., 2014, I : Wireless Personal Communications. 78, 3, s. 1789-1810

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Color matching
Electric fuses
Sensors
Object detection
8 Citationer (Scopus)

Implementing a Commercial-Strength Parallel Hybrid Movie Recommendation Engine

Amolochitis, E., Christou, I. T. & Tan, Z-H., 2014, I : I E E E Intelligent Systems. 29, 2, s. 92-96

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Video on demand
Recommender systems
Profitability
4 Citationer (Scopus)

Joint variable frame rate and length analysis for speech recognition under adverse conditions

Tan, Z-H. & Kraljevski, I., okt. 2014, I : Computers & Electrical Engineering. 40, 7, s. 2139-2149

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Speech recognition
Signal to noise ratio
4 Citationer (Scopus)

Predictive Distribution of the Dirichlet Mixture Model by the Local Variational Inference Method

Ma, Z., Leijon, A., Tan, Z-H. & Gao, S., 2014, I : Journal of Signal Processing Systems. 74, 3, s. 359-374

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Predictive Distribution
Mixture Model
Dirichlet
Upper bound
Posterior distribution
13 Citationer (Scopus)

Using Audio-Derived Affective Offset to Enhance TV Recommendation

Shepstone, S. E., Tan, Z-H. & Jensen, S. H., 10 jul. 2014, I : I E E E Transactions on Multimedia. 16, 7, s. 1999-2010 12 s.

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Parameterization
2013
12 Citationer (Scopus)

A Heuristic Hierarchical Scheme for Academic Search and Retrieval

Amolochitis, E., Christou, I. T., Tan, Z-H. & Prasad, R., 2013, I : Information Processing & Management. 49, 6, s. 1326-1343 18 s.

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Search engines
heuristics
search engine
Digital libraries
ranking
9 Citationer (Scopus)

Audio-based Age and Gender Identification to Enhance the Recommendation of TV Content

Shepstone, S. E., Tan, Z-H. & Jensen, S. H., aug. 2013, I : I E E E Transactions on Consumer Electronics. 59, 3, s. 721 - 729

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Classifiers
3 Citationer (Scopus)

Exploring super-gaussianity towards robust information-theoretical time delay estimation

Petsatodis, T., Talantzis, F., Boukis, C., Tan, Z-H. & Prasad, R., 2013, I : The Journal of the Acoustical Society of America. 133, 3, s. 1515-1524 10 s.

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time lag
normal density functions
encapsulating
reverberation
background noise
2012
27 Citationer (Scopus)
494 Downloads (Pure)

A Joint Approach for Single-Channel Speaker Identification and Speech Separation

Mowlaee, P., Saeidi, R., Christensen, M. G., Tan, Z-H., Kinnunen, T., Franti, P. & Jensen, S. H., nov. 2012, I : I E E E Transactions on Audio, Speech and Language Processing. 20, 9, s. 2586 - 2601 16 s.

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Åben adgang
Fil
speech recognition
Speech recognition
Speech intelligibility
intelligibility
estimators
25 Citationer (Scopus)

Identity based Encryption and Biometric Authentication Scheme for Secure Data Access in Cloud Computing

Cheng, H., Rong, C., Tan, Z-H. & Zeng, Q., apr. 2012, I : Chinese Journal of Electronics. 21, 2, s. 254-259 6 s.

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Identity-based Encryption
Biometrics
Cloud computing
Cloud Computing
Authentication
2011
21 Citationer (Scopus)

Convex Combination of Multiple Statistical Models with Application to VAD

Petsatodis, T., Boukis, C., Talantzis, F., Tan, Z-H. & Prasad, R., nov. 2011, I : I E E E Transactions on Audio, Speech and Language Processing. 19, 8, s. 2314-2327

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Detectors
detectors
reverberation
statistical distributions
microphones
4 Citationer (Scopus)

Technology-enabled social learning: a review

Petreski, H., Tsekeridou, S., Giannaka, E., Prasad, N. R., Prasad, R. & Tan, Z-H., 2011, I : International Journal of Knowledge and Learning. 7, 3/4, s. 253-270

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