• Fredrik Bajers Vej 7, B4-202

    9220 Aalborg Ø

    Denmark

20022022
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Research Output 2002 2020

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Journal article
2020

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

Tan, Z. H., Sarkar, A. K. & Dehak, N., 1 Jan 2020, In : Computer Speech and Language. 59, p. 1-21 21 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Voice Activity Detection
Speech Signal
High Energy
Speech Enhancement
Speaker Verification
2019
1 Citation (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, In : IET Generation, Transmission and Distribution. 13, 6, p. 770-779 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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., 2019, In : Speech Communication. 115, p. 38-50 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Speech Enhancement
Speech enhancement
learning
Speech intelligibility
Speech Intelligibility
25 Downloads (Pure)
Open Access
File
Speech intelligibility
Speech enhancement
intelligibility
Mean square error
augmentation
2 Downloads (Pure)

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

Qi, Y. & Tan, Z., 18 Jul 2019, In : IEEE Access. 7, p. 102717-102726 10 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File

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

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

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access

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, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 8, p. 1267-1279 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

A Perceptually Motivated LP Residual Estimator in Noisy and Reverberant Environments

Peng, R., Tan, Z-H., Li, X. & Zheng, C., Feb 2018, In : Speech Communication. 96, p. 129-141 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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, In : Pattern Recognition Letters. 111, p. 109-116 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Face recognition
Linear transformations
Experiments

Audio-based Granularity-adapted Emotion Classification

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

Research output: Contribution to journalJournal articleResearchpeer-review

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, In : IEEE/ACM Transactions on Audio Speech and Language Processing. 26, 7, p. 1271-1285 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Microphones
microphones
estimators
transfer functions
Direction of arrival
68 Citations (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, In : I E E E Transactions on Neural Networks and Learning Systems. 29, 1, p. 129-143 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Principal component analysis
1 Citation (Scopus)

Guided spectrogram filtering for speech dereverberation

Zheng, C., Tan, Z. H., Peng, R. & Li, X., 1 May 2018, In : Applied Acoustics. 134, p. 154-159 6 p.

Research output: Contribution to journalJournal articleResearchpeer-review

spectrograms
intelligibility
reverberation
smoothing
preserving
3 Citations (Scopus)

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

Sarkar, A. K. & Tan, Z-H., 1 Jan 2018, In : Computer Speech and Language. 47, p. 259-271 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Speaker Verification
Dependent
Model
Log-likelihood Ratio
Text
4 Citations (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, In : International Journal of Social Robotics. 10, 1, p. 5-19 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

Latent Dirichlet Mixture Model

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

Research output: Contribution to journalJournal articleResearchpeer-review

Cluster Analysis
Semantics
Learning
2 Citations (Scopus)
24 Downloads (Pure)

Nonintrusive Speech Intelligibility Prediction Using Convolutional Neural Networks

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

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Speech intelligibility
intelligibility
Neural networks
predictions
Speech processing
2 Citations (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, In : Speech Communication. 102, p. 1-13 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

5 Citations (Scopus)
26 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, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 26, 1, p. 44-56 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
throats
Microphones
microphones
attack
acceptability
17 Citations (Scopus)

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 Oct 2018, In : IEEE Transactions on Neural Networks and Learning Systems. 29, 10, p. 4633-4644 12 p., 8128906.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Classifiers
Acoustics
Speech synthesis
Filter banks
Deep neural networks
1 Citation (Scopus)
154 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, In : IEEE Transactions on Consumer Electronics. 64, 1, p. 11-18 8 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Collaborative filtering
Identification (control systems)
2017
18 Citations (Scopus)
159 Downloads (Pure)

DNN Filter Bank Cepstral Coefficients for Spoofing Detection

Yu, H., Tan, Z-H., Zhang, Y., Ma, Z. & Guo, J., 24 Mar 2017, In : IEEE Access. 5, p. 4779 - 4787 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Filter banks
Classifiers
Neural networks
Deep neural networks
Speech synthesis
2 Citations (Scopus)

Frame Selection for Robust Speaker Identification: A Hybrid Approach

Prasad, S., Tan, Z. H. & Prasad, R., Nov 2017, In : Wireless Personal Communications. 97, 1, p. 933-950 18 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Feature extraction
Signal to noise ratio
Statistical Models
11 Citations (Scopus)
229 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, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 3, p. 611-623

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
100 Citations (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, In : I E E E Transactions on Audio, Speech and Language Processing. 25, 10, p. 1901-1913 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

52 Citations (Scopus)
1 Citation (Scopus)

Visual Detection of Events of Interest from Urban Activity

Astaras, S., Pnevmatikakis, A. & Tan, Z. H., Nov 2017, In : Wireless Personal Communications. 97, 2, p. 1877-1888 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Cameras
2016
6 Citations (Scopus)

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

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

Research output: Contribution to journalJournal articleResearchpeer-review

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

Improved Gaussian Mixture Models for Adaptive Foreground Segmentation

Katsarakis, N., Pnevmatikakis, A., Tan, Z-H. & Prasad, R., Apr 2016, In : Wireless Personal Communications. 87, 3, p. 629-643 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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, In : Journal of Communication, Navigation, Sensing and Services. 2016, 1, p. 29-44 003.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
13 Citations (Scopus)
183 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, In : I E E E Transactions on Audio, Speech and Language Processing. 24, 11, p. 1908 - 1920 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
15 Citations (Scopus)
121 Downloads (Pure)

Text-Independent Speaker Identification Using the Histogram Transform Model

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

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Probability density function
Identification (control systems)
Mathematical transformations
Statistical Models
7 Citations (Scopus)

Total Variability Modeling using Source-specific Priors

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

Research output: Contribution to journalJournal articleResearchpeer-review

Factor analysis
factor analysis
synchronism
matrices
divergence
13 Citations (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, In : International Journal of Social Robotics. 8, 4, p. 457-470

Research output: Contribution to journalJournal articleResearchpeer-review

2015
18 Citations (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, In : I E E E Transactions on Smart Grid. 6, 4, p. 1852 - 1864 13 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

Feature Selection for Neutral Vector in EEG Signal Classification

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

Research output: Contribution to journalJournal articleResearchpeer-review

14 Citations (Scopus)

Im2Sketch: Sketch Generation by Unconflicted Perceptual Grouping

Qi, Y., Guo, J., Song, Y-Z., Xiang, T., Zhang, H. & Tan, Z-H., Oct 2015, In : Neurocomputing. 165, p. 338–349

Research output: Contribution to journalJournal articleResearchpeer-review

13 Citations (Scopus)

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

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

Research output: Contribution to journalJournal articleResearchpeer-review

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

Combination of multiple measurement cues for visual face tracking

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

Research output: Contribution to journalJournal articleResearchpeer-review

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

Implementing a Commercial-Strength Parallel Hybrid Movie Recommendation Engine

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

Research output: Contribution to journalJournal articleResearchpeer-review

Video on demand
Recommender systems
Profitability
4 Citations (Scopus)

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

Tan, Z-H. & Kraljevski, I., Oct 2014, In : Computers & Electrical Engineering. 40, 7, p. 2139-2149

Research output: Contribution to journalJournal articleResearchpeer-review

Speech recognition
Signal to noise ratio
4 Citations (Scopus)

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

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

Research output: Contribution to journalJournal articleResearchpeer-review

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

Using Audio-Derived Affective Offset to Enhance TV Recommendation

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

Research output: Contribution to journalJournal articleResearchpeer-review

Parameterization
2013
12 Citations (Scopus)

A Heuristic Hierarchical Scheme for Academic Search and Retrieval

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

Research output: Contribution to journalJournal articleResearchpeer-review

Search engines
heuristics
search engine
Digital libraries
ranking
9 Citations (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, In : I E E E Transactions on Consumer Electronics. 59, 3, p. 721 - 729

Research output: Contribution to journalJournal articleResearchpeer-review

Classifiers
2 Citations (Scopus)

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

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

Research output: Contribution to journalJournal articleResearchpeer-review

time lag
normal density functions
encapsulating
reverberation
background noise
2012
27 Citations (Scopus)
486 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, In : I E E E Transactions on Audio, Speech and Language Processing. 20, 9, p. 2586 - 2601 16 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
speech recognition
Speech recognition
Speech intelligibility
intelligibility
estimators
25 Citations (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, In : Chinese Journal of Electronics. 21, 2, p. 254-259 6 p.

Research output: Contribution to journalJournal articleResearchpeer-review

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

Convex Combination of Multiple Statistical Models with Application to VAD

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

Research output: Contribution to journalJournal articleResearchpeer-review

Detectors
detectors
reverberation
statistical distributions
microphones
4 Citations (Scopus)

Technology-enabled social learning: a review

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

Research output: Contribution to journalJournal articleResearchpeer-review