Zheng-Hua Tan

Research output

Research output per year 2002 2015 2016 2017 2018 2021 2022 2023 2024 2025

• 133 Article in proceeding
• 94 Journal article
• 14 Conference article in Journal
• 8 Paper without publisher/journal
• 30 More
  • 7 Preprint
  • 5 Poster
  • 5 Editorial
  • 4 Anthology
  • 2 Book
  • 2 Book chapter
  • 2 Net publication - Internet publication
  • 1 Encyclopedia chapter
  • 1 Comment/debate
  • 1 Review article

Research output per year

Research output per year

Search results

• 2025

  Hearing-Loss Compensation Using Deep Neural Networks: A Framework and Results From a Listening Test

  Leer, P., Jensen, J., Carney, L. H., Tan, Z.-H., Østergaard, J. & Bramsløw, L., 2025, (E-pub ahead of print) In: IEEE Transactions on Audio, Speech and Language Processing. p. 1-15 15 p., 10858377.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Neural Network 100%
  • Hearing Impairment 100%
  • Sensation of Hearing 44%
  • Logopedics 33%
  • Speech Recognition 11%
• 2024

  Data-Driven Non-Intrusive Speech Intelligibility Prediction using Speech Presence Probability

  Pedersen, M., Jensen, S. H., Tan, Z.-H. & Jensen, J., 2024, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 32, p. 55-67 13 p., 10271546.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Non-intrusive 100%
  • Speech Intelligibility 100%
  • Speech Quality Prediction 100%
  • Speech Presence Probability 100%
  • Test Data 100%
  2 Citations (Scopus)

  9 Downloads (Pure)

• Extending battery life in CubeSats by charging current control utilizing a long short-term memory network for solar power predictions

  Knap, V., Bonvang, G. A. P., Fagerlund, F. R., Krøyer, S., Nguyen, K., Thorsager, M. & Tan, Z.-H., 30 Oct 2024, In: Journal of Power Sources. 618, 235164.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Solar Energy 100%
  • Battery Life 100%
  • CubeSat 100%
  • Long Short-Term Memory 100%
  • Battery (Electrochemical Energy Engineering) 100%
  2 Citations (Scopus)

• Generating Accurate and Diverse Audio Captions Through Variational Autoencoder Framework

  Zhang, Y., Du, R., Tan, Z. H., Wang, W. & Ma, Z., 2024, In: IEEE Signal Processing Letters. 31, p. 2520-2524 5 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Word Distribution 100%
  • Audio Caption 100%
  • Conditional Autoregressive Prior 50%
  • Clotho 50%
  • Global Constraints 50%
  1 Citation (Scopus)

• How to Train Your Ears: Auditory-Model Emulation for Large-Dynamic-Range Inputs and Mild-to-Severe Hearing Losses

  Leer, P., Jensen, J., Tan, Z.-H., Østergaard, J. & Bramsløw, L., 2024, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 32, p. 2006-2020 15 p., 10473115.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Signal Processing 100%
  • Neural Network 100%
  • Severe Hearing Loss 100%
  • Sound Intensity 33%
  • Sound Pressure 33%

• Investigating the Design Space of Diffusion Models for Speech Enhancement

  Gonzalez, P., Tan, Z.-H., Østergaard, J., Jensen, J., Alstrøm, T. S. & May, T., 2024, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 32, p. 4486-4500 15 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Speech Enhancement 100%
  • Design Space 100%
  • Diffusion Model 100%
  • Enhancement System 42%
  • Clear Speech 42%
  2 Citations (Scopus)

  3 Downloads (Pure)

• Joint Far- and Near-end Speech and Listening Enhancement with Minimum Processing

  Fuglsig, A. J., Tan, Z.-H., Bertelsen, L. S., Jensen, J., Lindof, J. C. & Østergaard, J., Aug 2024, In: IEEE Access. 12, p. 119983-120004 22 p., 10648686.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Near-end Listening Enhancement 100%
  • End-to-end Speech Enhancement 100%
  • Minimum Processing 100%
  • Noisy Environment 100%
  • Signal-to-Noise Ratio 100%
  10 Downloads (Pure)

• The Effect of Training Dataset Size on Discriminative and Diffusion-Based Speech Enhancement Systems

  Gonzalez, P., Tan, Z. H., Ostergaard, J., Jensen, J., Alstrom, T. S. & May, T., 23 Aug 2024, In: IEEE Signal Processing Letters. 31, p. 2225-2229 5 p., 10645209.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Speech Enhancement 100%
  • Training Dataset 100%
  • Metrics 40%
  • Data Diversity 33%
  • Performance Improvement 20%
  1 Citation (Scopus)

  6 Downloads (Pure)

• Utilization of acoustic signals with generative Gaussian and autoencoder modeling for condition-based maintenance of injection moulds

  Rønsch, G. Ø., Espejo, I. L., Michelsanti, D., Xie, Y., Popovski, P. & Tan, Z.-H., 2024, In: International Journal of Computer Integrated Manufacturing. 37, 4, p. 438-453 16 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Gaussians 100%
  • Acoustic Signal 100%
  • Autoencoder 100%
  • Injection Molding 100%
  • Test Time 66%
  2 Citations (Scopus)
• 2023

  ACTUAL: Audio Captioning With Caption Feature Space Regularization

  Zhang, Y., Yu, H., Du, R., Tan, Z. H., Wang, W., Ma, Z. & Dong, Y., 2023, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 31, p. 2643-2657 15 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Feature Space 100%
  • Regularization 100%
  • Audio Captioning 100%
  • Space Regularization 100%
  • Process Optimization 25%
  7 Citations (Scopus)

• A Dual-Polarized Reconfigurable Reflectarray with A Thin Liquid Crystal Layer and 2D Beam Scanning

  Aghabeyki, P., Cai, Y., Deng, G., Tan, Z.-H. & Zhang, S., 1 Apr 2023, In: I E E E Transactions on Antennas and Propagation. 71, 4, p. 3282-3293 12 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • 2-D Beam Scanning 100%
  • Liquid Crystal Layer 100%
  • Reconfigurable Reflectarray 100%
  • Reflectarray 100%
  • Liquid Crystal 100%
  30 Citations (Scopus)

  530 Downloads (Pure)

• Data Science Education: The Signal Processing Perspective [SP Education]

  Gannot, S., Tan, Z. H., Haardt, M., Chen, N. F., Wai, H. T., Tashev, I., Kellermann, W. & Dauwels, J., 1 Nov 2023, In: IEEE Signal Processing Magazine. 40, 7, p. 89-93 5 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Signal Processing Education 100%
  • Data Science Education 100%
  • Multisensor Processing 33%
  1 Citation (Scopus)

• Explicit construction of the minimum error variance estimator for stochastic LTI-ss systems

  Eringis, D., Leth, J., Tan, Z. H., Wisniewski, R. & Petreczky, M., Jul 2023, In: Automatica. 153, 111018.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Variance Estimator 100%
  • Minimum Error 100%
  • Explicit Constructions 100%
  • Error Variance 100%
  • System Output 100%
  1 Citation (Scopus)

  43 Downloads (Pure)

• Leveraging Domain Features for Detecting Adversarial Attacks Against Deep Speech Recognition in Noise

  Nielsen, C. H. & Tan, Z. H., 2023, In: IEEE Open Journal of Signal Processing. 4, p. 179-187 9 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Speech Recognition System 100%
  • Speech Recognition 100%
  • Adversarial Machine Learning 100%
  • Domain Feature 100%
  • Filter Bank 66%
  13 Downloads (Pure)

• Minimum Processing Near-End Listening Enhancement

  Fuglsig, A. J., Jensen, J., Tan, Z. H., Bertelsen, L. S., Lindof, J. C. & Ostergaard, J., 5 Jun 2023, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 31, p. 2233-2245 13 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Near-end Listening Enhancement 100%
  • Minimum Processing 100%
  • Speech Intelligibility 80%
  • Speech Quality 80%
  • Speech Signal 40%
  5 Citations (Scopus)

  138 Downloads (Pure)

• On the Comparisons of Decorrelation Approaches for Non-Gaussian Neutral Vector Variables

  Ma, Z., Lu, X., Xie, J., Yang, Z., Xue, J.-H., Tan, Z.-H., Xiao, B. & Guo, J., Apr 2023, In: I E E E Transactions on Neural Networks and Learning Systems. 34, 4, p. 1823-1837 15 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Gaussians 100%
  • Component Analysis 100%
  • Decorrelation 100%
  • Independent Component Analysis 100%
  • Principal Components 100%
  5 Citations (Scopus)

  185 Downloads (Pure)

• On the Deficiency of Intelligibility Metrics as Proxies for Subjective Intelligibility

  Espejo, I. L., Edraki, A., Chan, W.-Y., Tan, Z.-H. & Jensen, J., May 2023, In: Speech Communication. 150, p. 9-22 14 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Speech Enhancement 100%
  • Neural Network 66%
  • Training Model 33%
  • Convolutional Neural Network 33%
  10 Citations (Scopus)

  75 Downloads (Pure)

• On Training Targets and Activation Functions for Deep Representation Learning in Text-Dependent Speaker Verification

  Sarkar, A. K. & Tan, Z. H., Sept 2023, In: Acoustics. 5, 3, p. 693-713 21 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Loss Function 100%
  • Activation Function 100%
  • Linear Unit 75%
  • Gaussians 50%
  • Error Rate 50%
  2 Citations (Scopus)

  29 Downloads (Pure)
• 2022

  Advanced Dropout: A Model-free Methodology for Bayesian Dropout Optimization

  Xie, J., Ma, Z., Lei, J., Zhang, G., Xue, J.-H., Tan, Z.-H. & Guo, J., 1 Sept 2022, In: I E E E Transactions on Pattern Analysis and Machine Intelligence. 44, 9, p. 4605-4625 21 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • World Application 50%
  • Network Inference 50%
  • Computer Vision 50%
  • Generation Rate 50%
  42 Citations (Scopus)

  102 Downloads (Pure)

• IVAE-GAN: Identifiable VAE-GAN Models for Latent Representation Learning

  Dideriksen, B. U., Derosche, K. & Tan, Z. H., 2022, In: IEEE Access. 10, p. 48405-48418 14 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Generative Adversarial Networks 100%
  • Autoencoder 100%
  • Representation Learning 100%
  • Deep Learning 100%
  • Unsupervised Learning 100%
  1 Citation (Scopus)

  89 Downloads (Pure)

• Multichannel Speech Enhancement with Own Voice-Based Interfering Speech Suppression for Hearing Assistive Devices

  Hoang, P., De Haan, J. M., Tan, Z. H. & Jensen, J., 2022, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 30, p. 706-720 15 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Assistive Devices 100%
  • Speech Enhancement 100%
  • Noise Reduction 100%
  • Speech Suppression 100%
  • Unsolved Problem 50%
  9 Citations (Scopus)

  84 Downloads (Pure)

• The Minimum Overlap-Gap Algorithm for Speech Enhancement

  Hoang, P., Tan, Z. H., De Haan, J. M. & Jensen, J., 2022, In: IEEE Access. 10, p. 14698-14716 19 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Speech Enhancement 100%
  • Speech Signal 100%
  • Ranking Algorithm 83%
  • Speech Overlaps 37%
  • Multi-talker Environment 25%
  4 Citations (Scopus)

  136 Downloads (Pure)

• Training Data-Driven Speech Intelligibility Predictors on Heterogeneous Listening Test Data

  Pedersen, M. B., Andersen, A. H., Jensen, S. H., Tan, Z. H. & Jensen, J., 2022, In: IEEE Access. 10, p. 66175-66189 15 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Training Data 100%
  • Mapping Function 50%
  • Back End 16%
  • Convolutional Network 16%
  • Speech Processing 16%
  3 Citations (Scopus)

  60 Downloads (Pure)
• 2021

  A Novel Loss Function and Training Strategy for Noise-Robust Keyword Spotting

  Espejo, I. L., Tan, Z.-H. & Jensen, J., Jul 2021, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 29, p. 2254 - 2266 13 p., 9465680.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Noisy Condition 100%
  • Linear Classifier 100%
  • Computational Complexity 100%
  • Experimental Result 100%
  • Performance Improvement 100%
  20 Citations (Scopus)

  260 Downloads (Pure)

• An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation

  Michelsanti, D., Tan, Z.-H., Zhang, S.-X., Xu, Y., Yu, M., Yu, D. & Jensen, J., 2021, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 29, p. 1368-1396 29 p., 9380418.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Speech Enhancement 100%
  • Deep Learning 100%
  • Audio-visual Speech Separation 100%
  • Visual Informations 40%
  • Driven Approach 40%
  208 Citations (Scopus)

  647 Downloads (Pure)

• Assessing Wireless Sensing Potential with Large Intelligent Surfaces

  Vaca Rubio, C. J., Espinosa, P. R., Kansanen, K., Tan, Z.-H., De Carvalho, E. & Popovski, P., Apr 2021, In: IEEE Open Journal of the Communications Society. 2, p. 934-947 14 p., 9405304.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Machine Learning 100%
  • High Resolution 100%
  • Learning System 100%
  • Image Processing 50%
  • Industrial Robot 50%
  8 Citations (Scopus)

  106 Downloads (Pure)

• Deep InterBoost networks for small-sample image classification

  Li, X., Chang, D., Ma, Z., Tan, Z.-H., Xue, J.-H., Cao, J. & Jun, G., 7 Oct 2021, In: Neurocomputing. 456, p. 492-503 12 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Image Classification 100%
  • Training Data 100%
  • Few-shot Classification 100%
  • Ensemble Method 50%
  • Rank Test 33%
  7 Citations (Scopus)

  116 Downloads (Pure)

• Self-Segmentation of Pass-Phrase Utterances for Deep Feature Learning in Text-Dependent Speaker Verification

  Sarkar, A. K. & Tan, Z.-H., 2021, In: Computer Speech and Language. 70, 101229.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Speaker Verification 100%
  • Deep Feature 100%
  • Representation Learning 100%
  • Automatic Speech Recognition 100%
  • Deep Neural Network 100%
  4 Citations (Scopus)

• Vocal Tract Length Perturbation for Text-Dependent Speaker Verification with Autoregressive Prediction Coding

  Sarkar, A. & Tan, Z.-H., 28 Jan 2021, In: I E E E Signal Processing Letters. 28, p. 364-368 5 p., 9339931.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Vocal Tract Length Perturbation 100%
  • Prediction Coding 100%
  • Autoregressive Prediction 100%
  • Speaker Verification 100%
  • Vocal Tract Length 66%
  11 Citations (Scopus)

  58 Downloads (Pure)
• 2020

  Improved External Speaker-Robust Keyword Spotting for Hearing Assistive Devices

  Lopez-Espejo, I., Tan, Z.-H. & Jensen, J., Apr 2020, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 28, p. 1233-1247 15 p., 9054977.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Robust Keyword Spotting 100%
  • Constant-Q Transform 33%
  • Time Fourier Transform 33%
  • Multi-task Deep Learning 16%
  15 Citations (Scopus)

  247 Downloads (Pure)

• Online Multichannel Speech Enhancement Based on Recursive EM and DNN-based Speech Presence Estimation

  Martín-Doñas, J. M., Jensen, J., Tan, Z.-H., Gomez, A. & Peinado, A., Dec 2020, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 28, p. 3080-3094 15 p., 9252844.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Recursive 100%
  • Speech Enhancement 100%
  • Multichannel 100%
  • Beamforming 100%
  • Neural Network 50%
  17 Citations (Scopus)

  316 Downloads (Pure)

• On Loss Functions for Supervised Monaural Time-Domain Speech Enhancement

  Kolbæk, M., Tan, Z.-H., Jensen, S. H. & Jensen, J., 23 Jan 2020, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 28, p. 825-838 14 p., 8966946.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Time-domain Speech Enhancement 100%
  • Speech Enhancement 100%
  • Loss Function 100%
  • Deep Learning Based Speech Enhancement 42%
  • Deep Learning 42%
  116 Citations (Scopus)

  325 Downloads (Pure)

• OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer

  Li, X., Chang, D., Ma, Z., Tan, Z.-H., Xue, J.-H., Cao, J., Yu, J. & Guo, J., 2020, In: I E E E Transactions on Image Processing. 29, p. 6482-6495 14 p., 9088302.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Sample Classification 100%
  • Sample Data 100%
  • Small Sample Classification 100%
  • Softmax Layer 100%
  • Weight Vector 100%
  39 Citations (Scopus)

  201 Downloads (Pure)

• 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 journal › Journal article › Research › peer-review

  Open Access

  File

  • Speech Signal 100%
  • Voice Activity Detection 100%
  • Detection Method 100%
  • Signal-to-Noise Ratio 66%
  • Detection Performance 66%
  122 Citations (Scopus)

  278 Downloads (Pure)

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

  Kristoffersen, M. S., Shepstone, S. E. & Tan, Z.-H., 2020, In: I E E E Transactions on Multimedia. 22, 6, p. 1531-1541 11 p., 8851276.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Contextual Information 100%
  • Television Content 100%
  • Home Entertainment 50%
  • Social Context 50%
  • Decision Process 50%
  5 Citations (Scopus)

  91 Downloads (Pure)
• 2019

  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 journal › Journal article › Research › peer-review

  • Microgrid 100%
  • State Recognition 50%
  • Support Vector Machine Model 25%
  • Protection Scheme 20%
  • Reconfiguration 20%
  157 Citations (Scopus)

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

  Michelsanti, D., Tan, Z.-H., Sigurdsson, S. & Jensen, J., Dec 2019, In: Speech Communication. 115, p. 38-50 13 p.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Deep Learning 100%
  • Single-channel Speech Enhancement 100%
  • Lombard Effect 100%
  • Lombard Speech 100%
  • Speech Enhancement 100%
  20 Citations (Scopus)

• On the Relationship Between Short-Time Objective Intelligibility and Short-Time Spectral-Amplitude Mean-Square Error for Speech Enhancement

  Kolbæk, M., Tan, Z.-H. & Jensen, J., Feb 2019, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 2, p. 283-295 13 p., 8509159.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Speech Enhancement 100%
  • Mean Square Error 100%
  • Spectral Amplitude 100%
  • Neural Network 100%
  • Deep Neural Network 60%
  21 Citations (Scopus)

  243 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 journal › Journal article › Research › peer-review

  Open Access

  File
  28 Citations (Scopus)

  105 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, In: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 8, p. 1267-1279 13 p., 8708955.

  Research output: Contribution to journal › Journal article › Research › peer-review

  Open Access

  File

  • Deep Neural Network 100%
  • Speaker Verification 100%
  • Contrastive Learning 100%
  • Deep Bottleneck Feature 100%
  • Neural Network 100%
  22 Citations (Scopus)

  139 Downloads (Pure)
• 2018

  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 journal › Journal article › Research › peer-review

  • Generalized Singular Value Decomposition 100%
  • Linear Prediction Residual 100%
  • Residual Estimator 100%
  • Reverberation 100%
  • Prediction Residual 100%
  8 Citations (Scopus)

• 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 journal › Journal article › Research › peer-review

  Open Access

  File

  • Face Recognition 100%
  • Representation Learning 100%
  • local feature 100%
  • Spatial Self 100%
  • Feature Learning 100%
  7 Citations (Scopus)

  131 Downloads (Pure)

• 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 journal › Journal article › Research › peer-review

  • Emotion Classes 100%
  • Granularity 100%
  • Emotional Granularity 50%
  • Similarity Judgment 25%
  • To Determine the Effectiveness 25%
  7 Citations (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 journal › Journal article › Research › peer-review

  • Source Localization 100%
  • direction-of-arrival 100%
  • Transfer Function 100%
  • Sound Source 100%
  • Direction of Arrival 100%
  9 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 15 p., 7676372.

  Research output: Contribution to journal › Journal article › Research › peer-review

  • Nonlinear Transformation 100%
  • Scalar Variable 100%
  • Vector Variable 100%
  • Neutral Vector 100%
  • Dirichlet Distribution 100%
  93 Citations (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 journal › Journal article › Research › peer-review

  • Image Processing 100%
  • Filtering Method 100%
  • Estimation Variance 100%
  • Room Acoustics 100%
  • Parameter Estimation 100%
  8 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 journal › Journal article › Research › peer-review

  • Log-Likelihood Ratio 100%
  • Speaker Verification 100%
  • Background Model 100%
  • Likelihood Ratio 100%
  • Conventional System 50%
  7 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 journal › Journal article › Research › peer-review

  • Social Robot 100%
  • Robot 100%
  • Localization Detection 33%
  • Godspeed Questionnaire 33%
  • Extended Version 20%
  16 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 journal › Journal article › Research › peer-review

  • Latent Dirichlet 100%
  • Mixture Model 100%
  • Latent Variable Model 100%
  • Text Classification 100%
  • Latent Topics 28%
  18 Citations (Scopus)

• 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 journal › Journal article › Research › peer-review

  Open Access

  File

  • Convolutional Neural Network 100%
  • World Application 33%
  • Large Data Set 33%
  • Neural Network Architecture 33%
  • Speech Processing 33%
  48 Citations (Scopus)

  651 Downloads (Pure)