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Publikationer 2002 2020

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2020

Robust Bayesian and Maximum a Posteriori Beamforming for Hearing Assistive Devices

Hoang, P., Jensen, J., de Haan, J. M., Tan, Z-H. & Lunner, T., 2020, (Accepteret/In press) IEEE Global Conference on Signal and Information Processing (GlobalSIP). (IEEE Global Conference on Signal and Information Processing (GlobalSIP). Proceedings).

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2019

Deep Joint Embeddings of Context and Content for Recommendation

Kristoffersen, M. S., Wieland, J. L., Shepstone, S. E., Tan, Z-H. & Vinayagamoorthy, V., 2019, Context-Aware Recommender Systems Workshop: CARS 2.0 - in conjunction with the 13th ACM Conference on Recommender Systems (RecSys'19).

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Åben adgang
3 Citationer (Scopus)

Effects of Lombard Reflex on the Performance of Deep-Learning-Based Audio-Visual Speech Enhancement Systems

Michelsanti, D., Tan, Z-H., Sigurdsson, S. & Jensen, J., 17 apr. 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 6615-6619 5 s. 8682713. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Speech enhancement
Deep learning

Keyword Spotting for Hearing Assistive Devices Robust to External Speakers

Lopez-Espejo, I., Tan, Z-H. & Jensen, J., sep. 2019, Interspeech 2019. ISCA, s. 3223-3227 5 s. (Proceedings of the International Conference on Spoken Language Processing).

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Audition
Hearing aids
Experiments
2 Citationer (Scopus)

On Training Targets and Objective Functions for Deep-Learning-Based Audio-Visual Speech Enhancement

Michelsanti, D., Tan, Z-H., Sigurdsson, S. & Jensen, J., 17 apr. 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 8077-8081 5 s. 8682790. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Speech enhancement
Speech intelligibility
Masks
Deep learning

Soft Dropout and Its Variational Bayes Approximation

Xie, J., Ma, Z., Zhang, G., Xue, J-H., Tan, Z-H. & Guo, J., 5 dec. 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, s. 1-6 6 s. (IEEE International Workshop on Machine Learning for Signal Processing (MLSP). Proceedings.).

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Subjective Annotations for Vision-Based Attention Level Estimation

Coifman, A. L., Rohoska, P., Kristoffersen, M. S., Shepstone, S. E. & Tan, Z-H., 2019, Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications: Volume 5: VISAPP. SCITEPRESS Digital Library, Bind 5. s. 249-256 7 s.

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Human robot interaction
Human computer interaction
Fusion reactions
Deep learning
2018
1 Citation (Scopus)
246 Downloads (Pure)

A Dataset for Inferring Contextual Preferences of Users Watching TV

Kristoffersen, M. S., Shepstone, S. E. & Tan, Z-H., 3 jul. 2018, UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization: UMAP '18. Singapore, Singapore: Association for Computing Machinery, s. 367-368 2 s.

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Fil
Recommender systems
125 Downloads (Pure)

Effectiveness of Single-Channel BLSTM Enhancement for Language Identification

Sibbern Frederiksen, P., Villalba, J., Watanabe, S., Tan, Z-H. & Dehak, N., sep. 2018, Interspeech 2018. ISCA, Bind 2018-September. s. 1823-1827 5 s. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

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Åben adgang
Fil
Telephone
Speech enhancement
Masks
Bins
Long short-term memory
8 Citationer (Scopus)

Monaural Speech Enhancement using Deep Neural Networks by Maximizing a Short-Time Objective Intelligibility Measure

Kolbæk, M., Tan, Z-H. & Jensen, J., 2018, International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 5059-5063 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Speech enhancement
Speech intelligibility
Cost functions
Mean square error
Deep neural networks
1 Citation (Scopus)

Multi-Task Adversarial Network Bottleneck Features for Noise-Robust Speaker Verification

Yu, H., Hu, T., Ma, Z., Tan, Z-H. & Guo, J., 6 nov. 2018, 2018 International Conference on Network Infrastructure and Digital Content (IC-NIDC). IEEE, s. 165-169 5 s. 8525526. (International Conference on Network Infrastructure and Digital Content (IC-NIDC)).

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Labels
Network components
Feature extraction
Signal to noise ratio

Public Perception of Android Robots: Indications from an Analysis of YouTube Comments

Vlachos, E. & Tan, Z-H., 27 dec. 2018, 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, s. 1255-1260 6 s. 8594058

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Robots
Learning systems
Robotics
Specifications
1 Citation (Scopus)

The Sound or Silence: investigating the influence of robot noise on proxemics

Trovato, G., Paredes, P., Balvin, J., Cuellar, F., Thomsen, N. B., Bech, S. & Tan, Z-H., 6 nov. 2018, Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication. IEEE, s. 713-718 6 s. 8525795

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robots
acoustics
music
acceptability
masks
2017
9 Citationer (Scopus)

Adversarial Network Bottleneck Features for Noise Robust Speaker Verification

Yu, H., Tan, Z-H., Ma, Z. & Guo, J., 2017, Proc. Interspeech 2017. ISCA, s. 1492-1496 5 s. (INTERSPEECH ).

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Åben adgang
8 Citationer (Scopus)

A Non-Intrusive Short-Time Objective Intelligibility Measure

Heidemann Andersen, A., de Haan, J. M., Tan, Z-H. & Jensen, J., 7 mar. 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 5 s.

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57 Citationer (Scopus)

Conditional Generative Adversarial Networks for Speech Enhancement and Noise-Robust Speaker Verification

Michelsanti, D. & Tan, Z-H., 2017, Proc. Interspeech 2017. ISCA, s. 2008-2012 5 s. (INTERSPEECH ).

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Åben adgang
2 Citationer (Scopus)
89 Downloads (Pure)

Improving Speaker Verification Performance in Presence of Spoofing Attacks Using Out-of-Domain Spoofed Data

Sarkar, A. K., Sahidullah, M., Tan, Z-H. & Kinnunen, T., 20 aug. 2017, Interspeech 2017. International Speech Communications Association, s. 2611-2615 (INTERSPEECH ).

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Åben adgang
Fil
Speech synthesis
Network protocols
Experiments
11 Citationer (Scopus)

Joint separation and denoising of noisy multi-talker speech using recurrent neural networks and permutation invariant training

Kolbæk, M., Yu, D., Tan, Z-H. & Jensen, J., 2017, International Workshop on Machine Learning for Signal Processing (MLSP). IEEE, 6 s. (IEEE International Workshop on Machine Learning for Signal Processing (MLSP). Proceedings.).

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74 Downloads (Pure)

On the Use of Band Importance Weighting in the Short-Time Objective Intelligibility Measure

Heidemann Andersen, A., de Haan, J. M., Tan, Z-H. & Jensen, J., 21 aug. 2017, Proc. Interspeech 2017. ISCA, s. 2963-2967 5 s. (INTERSPEECH , Bind 2017).

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Åben adgang
Fil
110 Citationer (Scopus)

Permutation invariant training of deep models for speaker-independent multi-talker speech separation

Yu, D., Kolbæk, M., Tan, Z-H. & Jensen, J., 19 jun. 2017, International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 241 - 245

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48 Citationer (Scopus)

RedDots Replayed: A New Replay Spoofing Attack Corpus for Text-dependent Speaker Verification Research

Kinnunen, T., Sahidullah, M., Falcone, M., Costantini, L., Hautamaki, R. G., Thomsen, D. A. L., Sarkar, A. K., Tan, Z-H., Delgado, H., Todisco, M., Evans, N., Hautamaki, V. & Lee, K. A., mar. 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 5395-5399 5 s.

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Network protocols
8 Citationer (Scopus)
91 Downloads (Pure)

The I4U Mega Fusion and Collaboration for NIST Speaker Recognition Evaluation 2016

Lee, K. A., Hautamaki, V., Larcher, A., Zhang, C., Nautsch, A., Stafylakis, T., Liu, G., Rouvier, M., Rao, W., Alegre, F., Ma, J., Mak, M. W., Sarkar, A. K., Delgado, H., Saeidi, R., Aronowitz, H., Sizov, A., Sun, H., Nguyen, T. H., Wang, G. & 41 flere, Ma, B., Vestman, V., Sahidullah, M., Halonen, M., Kanervisto, A., Lan, G. L., Bahmaninezhad, F., Isadskiy, S., Rathgeb, C., Busch, C., Tzimiropoulos, G., Qian, Q., Wang, Z., Zhao, Q., Wang, T., Li, H., Xue, J., Zhu, S., Jin, R., Zhao, T., Bousquet, P-M., Ajili, M., Kheder, W. B., Matrouf, D., Lim, Z. H., Xu, C., Xu, H., Xiao, X., Chng, E. S., Fauve, B., Sriskandaraja, K., Sethu, V., Lin, W. W., Thomsen, D. A. L., Tan, Z-H., Todisco, M., Evans, N., Li, H., Hansen, J. H. L., Bonastre, J-F. & Ambikairajah, E., 20 aug. 2017, Proceedings of Interspeech 2017. International Speech Communications Association, 5 s. (INTERSPEECH ).

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Åben adgang
Fil

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

Sarkar, A. K. & Tan, Z-H., dec. 2017, NIPS Time Series Workshop 2017, Long Beach, CA, USA. 6 s. (Proceedings of Machine Learning Research (PMLR)).

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Åben adgang
Feature extraction
Deep neural networks
1 Citation (Scopus)

Weighted Score Based Fast Converging CO-training with Application to Audio-Visual Person Identification

Duan, X., Thomsen, N. B., Tan, Z-H., Lindberg, B. & Jensen, S. H., 2017, 29th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2017. IEEE, (IEEE International Conference on Tools with Artificial Intelligence (ICTAI)).

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2016
11 Citationer (Scopus)
475 Downloads (Pure)

Adaptive Overcurrent Protection for Microgrids in Extensive Distribution Systems

Lin, H., Guerrero, J. M., Jia, C., Tan, Z-H., Quintero, J. C. V. & Liu, C., okt. 2016, Proceedings of IECON 2016: The 42nd Annual Conference of IEEE Industrial Electronics Society. IEEE Press, s. 4042 - 4047 6 s.

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Fil
Overcurrent protection
Neural networks
Electric fault location
Distributed power generation
Time measurement
2 Citationer (Scopus)

A method for predicting the intelligibility of noisy and non-linearly enhanced binaural speech

Heidemann Andersen, A., Haan, J. M. D., Tan, Z-H. & Jensen, J., 29 mar. 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 4995 - 4999

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Background Subtraction for Patterns of Activities in Cities

Astaras, S., Pnevmatikakis, A. & Tan, Z-H., 2016, Sensing, Processing and Learning for Intelligent Machines (SPLINE), 2016 First International Workshop on. IEEE, 5 s. (International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE). Proceedings).

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Concurrent Localization of Sound Sources and Dual-Microphone Sub-Arrays Using TOFs

Farmani, M., Heusdens, R., Pedersen, M. S., Tan, Z-H. & Jensen, J., 2016, 2016 19th International Conference on Information Fusion (FUSION). IEEE, s. 1931 - 1936 (International Conference on Information Fusion Proceedings).

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Dirichlet Mixture Allocation

Chien, J-T., Lee, C-H. & Tan, Z-H., 2016, Machine Learning for Signal Processing (MLSP), 2016 IEEE 26th International Workshop on. IEEE, 6 s. (IEEE International Workshop on Machine Learning for Signal Processing (MLSP). Proceedings.).

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15 Citationer (Scopus)

Effect of Multi-condition Training and Speech Enhancement Methods on Spoofing Detection

Yu, H., Sarkar, A. K., Thomsen, D. A. L., Tan, Z-H., Ma, Z. & Guo, J., jul. 2016, Sensing, Processing and Learning for Intelligent Machines (SPLINE), 2016 First International Workshop on. IEEE, 5 s. (International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE). Proceedings).

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Speech enhancement
Additive noise
Speech recognition
Mean square error
Maximum likelihood
16 Citationer (Scopus)

Further optimisations of constant Q cepstral processing for integrated utterance and text-dependent speaker verification

Delgado, H., Todisco, M., Sahidullah, M., Sarkar, A. K., Evans, N., Kinnunen, T. & Tan, Z-H., 13 dec. 2016, Spoken Language Technology Workshop (SLT), 2016 IEEE. IEEE, s. 179-185 7 s.

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Processing
Parameterization
Authentication
4 Citationer (Scopus)

HAPPY Team Entry to NIST OpenSAD Challenge: A Fusion of Short-Term Unsupervised and Segment i-Vector Based Speech Activity Detectors

Kinnunen, T., Sholokhov, A., Khoury, E., Thomsen, D. A. L., Sahidullah, M. & Tan, Z-H., sep. 2016, Interspeech 2016: September 8–12, 2016, San Francisco, USA. ISCA, s. 2992-2996 5 s.

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Åben adgang
Fusion reactions
Detectors
Cost functions
Flavors
Electric fuses
1 Citation (Scopus)

Improving the Convergence of CO-training for Audio-Visual Person Identification

Thomsen, N. B., Duan, X., Tan, Z-H., Lindberg, B. & Jensen, S. H., 2016, 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE). IEEE, 5 s. (International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE). Proceedings).

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6 Citationer (Scopus)

Informed Direction of Arrival estimation using a spherical-head model for Hearing Aid applications

Farmani, M., Pedersen, M. S., Tan, Z-H. & Jensen, J., 2016, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016. IEEE, s. 360 - 364

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19 Citationer (Scopus)

Integrated Spoofing Countermeasures and Automatic Speaker Verification: an Evaluation on ASVspoof 2015

Sahidullah, M., Delgado, H., Todisco, M., Yu, H., Kinnunen, T., Evans, N. & Tan, Z-H., 2016, Interspeech 2016. ISCA, s. 1700-1704

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Åben adgang
2 Citationer (Scopus)

Privacy Protection Performance of De-identified Face Images with and without Background

Sun, Z., Meng, L., Ariyaeeinia, A., Duan, X. & Tan, Z-H., 2016, 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO). IEEE, s. 1354 - 1359

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Projecting Emotional Speech into Arousal-valence Space Using Pairwise Preference Learning

Abou-Zleikha, M., Christensen, M. G., Tan, Z-H. & Jensen, S. H., 2016, Sensing, Processing and Learning for Intelligent Machines (SPLINE), 2016 First International Workshop on. IEEE, 5 s. (International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE). Proceedings).

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5 Citationer (Scopus)

Robust Speaker Recognition with Combined Use of Acoustic and Throat Microphone Speech

Sahidullah, M., Gonzalez Hautamäki, R., Thomsen, D. A. L., Kinnunen, T., Tan, Z-H., Hautamäki, V., Parts, R. & Pitkänen, M., sep. 2016, Interspeech 2016. ISCA, s. 1720-1724

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Åben adgang
Microphones
Acoustics
Feature extraction
Acoustic noise
Data acquisition
4 Citationer (Scopus)

Speaker-dependent Dictionary-based Speech Enhancement for Text-Dependent Speaker Verification

Thomsen, N. B., Thomsen, D. A. L., Tan, Z-H., Lindberg, B. & Jensen, S. H., sep. 2016, Interspeech 2016. ISCA, s. 1839-1843

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Åben adgang
Speech enhancement
Glossaries
Noise abatement
Acoustic noise
Authentication
20 Citationer (Scopus)

Speech Enhancement using Long short-term memory based Recurrent Neural Networks for noise robust speaker verification

Kolbæk, M., Tan, Z-H. & Jensen, J., 16 sep. 2016, Spoken Language Technology Workshop. IEEE

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11 Citationer (Scopus)

Text Dependent Speaker Verification Using Un-supervised HMM-UBM and Temporal GMM-UBM

Sarkar, A. K. & Tan, Z-H., 8 sep. 2016, Interspeech 2016. ISCA, 5 s. (INTERSPEECH ).

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Hidden Markov models
Fusion reactions
Transcription

User Acceptance of Social Robots

Hameed, I., Tan, Z-H., Thomsen, N. B. & Duan, X., 2016, ACHI 2016, The Ninth International Conference on Advances in Computer-Human Interactions. IARIA XPS Press, s. 274-279 6 s.

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Åben adgang
21 Citationer (Scopus)

Utterance Verification for Text-Dependent Speaker Recognition: A Comparative Assessment Using the RedDots Corpus

Kinnunen, T., Sahidullah, M., Kukanov, I., Delgado, H., Todisco, M., Sarkar, A. K., Thomsen, N. B., Hautamaki, V., Evans, N. & Tan, Z-H., 8 sep. 2016, Proceedings Interspeech 2016. ISCA, 5 s. (INTERSPEECH ).

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Åben adgang
Biometrics
Experiments
2015
9 Citationer (Scopus)

A Binaural Short Time Objective Intelligibility Measure for Noisy and Enhanced Speech

Andersen, A. H., De Haan, J. M., Tan, Z. H. & Jensen, J., sep. 2015, Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. International Speech and Communication Association, Bind 2015-January. s. 2563-2567 (INTERSPEECH ).

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Åben adgang
Speech intelligibility
Hearing aids
Acoustics
Speech processing
Beamforming
7 Citationer (Scopus)

A discriminative approach for speaker selection in speaker de-identification systems

Abou-Zleikha, M., Tan, Z-H., Christensen, M. G. & Jensen, S. H., 2015, 23rd European Signal Processing Conference (EUSIPCO), 2015. IEEE, s. 2102-2106 (Proceedings of the European Signal Processing Conference).

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Åben adgang
8 Citationer (Scopus)

A Feature Subtraction Method for Image Based Kinship Verification under Uncontrolled Environments

Duan, X. & Tan, Z-H., 2015, IEEE International Conference on Image Processing (ICIP), 2015. IEEE Signal Processing Society, s. 1573 - 1577

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Experiments
5 Citationer (Scopus)

A Heuristic Approach for a Social Robot to Navigate to a Person Based on Audio and Range Information

Thomsen, N. B., Tan, Z-H., Lindberg, B. & Jensen, S. H., 2015, Intelligent Robots and Systems (IROS), 2015 IEEE/RSJ International Conference on. IEEE Press, s. 5884-5890

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3 Citationer (Scopus)
205 Downloads (Pure)

Assessing the potential use of eye-tracking triangulation for evaluating the usability of an online diabetes exercise system

Schaarup, C., Hartvigsen, G., Larsen, L. B., Tan, Z-H., Årsand, E. & Hejlesen, O., 2015, MEDINFO 2015: eHealth-enabled Health: Proceedings of the 15th World Congress on Health and Biomedical Informatics. Sarkar, I. N., Georgiou, A. & de Azevedo Marques, P. M. (red.). IOS Press, s. 84-88 (Studies in Health Technology and Informatics; Nr. 216).

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Åben adgang
Fil
1 Citation (Scopus)

Binary Pattern Flavored Feature Extractors for Facial Expression Recognition: An Overview

Lyngby Kristensen, R., Tan, Z-H., Ma, Z. & Guo, J., 2015, 38th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), 2015. IEEE Press, s. 1131 - 1137

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Terminology
Invariance
1 Citation (Scopus)

Comparison of Forced-Alignment Speech Recognition and Humans for Generating Reference VAD

Kraljevski, I., Tan, Z-H. & Paola Bissiri, M., 2015, INTERSPEECH-2015. ISCA, s. 2937-2941 5 s. (INTERSPEECH ).

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Åben adgang
Transcription
Speech recognition
Labels
Statistical methods