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Research Output 2004 2019

2019
14 Downloads (Pure)

A Convex Approximation of the Relaxed Binaural Beamforming Optimization Problem

Koutrouvelis, A. I., C. Hendriks, R., Heusdens, R. & Jensen, J., Feb 2019, In : IEEE Transactions on Audio Speech and Language Processing. 27, 2, p. 321-331 11 p., 8514022.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Convex optimization
beamforming
Beamforming
optimization
approximation

A Novel Binaural Beamforming Scheme with Low Complexity Minimizing Binaural-Cue Distortions

Koutrouvelis, A. I., C. Hendriks, R., Heusdens, R., Jensen, J. & Guo, M., 17 Apr 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 8013-8017 5 p. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Asymmetric Coding for Rate-Constrained Noise Reduction in Binaural Hearing Aids

Amini, J., C. Hendriks, R., Heusdens, R., Guo, M. & Jensen, J., 1 Jan 2019, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 1, p. 154-167 14 p., 8492432.

Research output: Contribution to journalJournal articleResearchpeer-review

binaural hearing
Hearing aids
hearing
Noise abatement
noise reduction

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, p. 6615-6619 5 p. 8682713. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Speech enhancement
Deep learning

Estimation of Sensor Array Signal Model Parameters Using Factor Analysis

Koutrouvelis, A. I., C. Hendriks, R., Heusdens, R. & Jensen, J., 2019, (Accepted/In press) 27th European Signal Processing Conference, EUSIPCO 2019. IEEE

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Improvement and Assessment of Spectro-Temporal Modulation Analysis for Speech Intelligibility Estimation

Edraki, A., Chan, W. Y. G., Jensen, J. & Fogerty, D., Sep 2019, Interspeech 2019. ISCA, p. 1378-1382 5 p. (Proceedings of the International Conference on Spoken Language Processing).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Information Loss in the Human Auditory System

Jahromi, M. Z., Zahedi, A., Jensen, J. & Østergaard, J., Mar 2019, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 3, p. 472-481 10 p., 8579632.

Research output: Contribution to journalJournal articleResearchpeer-review

classifiers
Classifiers
Signal to noise ratio
signal to noise ratios
eardrums

Keyword Spotting for Hearing Assistive Devices Robust to External Speakers

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

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Audition
Hearing aids
Experiments
17 Downloads (Pure)
Open Access
File
Speech intelligibility
Speech enhancement
intelligibility
Mean square error
augmentation
1 Citation (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, p. 8077-8081 5 p. 8682790. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Speech enhancement
Speech intelligibility
Masks
Deep learning
1 Downloads (Pure)

Personalized signal-independent beamforming for binaural hearing aids

H. Moore, A., Mark de Haan, J., Syskind Pedersen, M., A. Naylor, P., Brookes, M. & Jensen, J., May 2019, In : The Journal of the Acoustical Society of America. 145, 5, p. 2971-2981 11 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File

Robust Bayesian and Maximum a Posteriori Beamforming for Hearing Assistive Devices

Hoang, P., Jensen, J., de Haan, J. M., Tan, Z-H. & Lunner, T., Sep 2019, (Accepted/In press) IEEE Global Conference on Signal and Information Processing (GlobalSIP). (IEEE Global Conference on Signal and Information Processing (GlobalSIP). Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearch

Robust Joint Estimation of Multimicrophone Signal Model Parameters

Koutrouvelis, A. I., C. Hendriks, R., Heusdens, R. & Jensen, J., Jul 2019, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 7, p. 1136-1150 15 p.

Research output: Contribution to journalJournal articleResearchpeer-review

2018
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
7 Citations (Scopus)

Evaluation and Comparison of Late Reverberation Power Spectral Density Estimators

Braun, S., Kuklasinski, A., Schwartz, O., Thiergart, O., Habets, E. A. P., Gannot, S., Doclo, S. & Jensen, J., 2018, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 26, 6, p. 1056-1071 16 p.

Research output: Contribution to journalJournal articleResearchpeer-review

1 Citation (Scopus)

Evaluation of Binaural Noise Reduction Methods in Terms of Intelligibility and Perceived Localization

Koutrouvelis, A. I., Hendriks, R. C., Heusdens, R., Jensen, J. & Guo, M., 3 Dec 2018, 26th European Signal Processing Conference (EUSIPCO), 2018. IEEE, p. 2429-2433 5 p. (Proceedings of the European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

6 Citations (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, p. 5059-5063 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

17 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

Operational Rate-Constrained Beamforming in Binaural Hearing Aids

Amini, J., Hendriks, R. C., Heusdens, R., Guo, M. & Jensen, J., 3 Dec 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, p. 2504-2508 5 p. (Proceedings of the European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Operational Rate-Constrained Noise Reduction for Generalized Binaural Hearing Aid Setups

Amini, J., Hendriks, R. C., Heusdens, R., Guo, M. & Jensen, J., 2018, Proceedings of the 2018 Symposium on Information Theory and Signal Processing in the Benelux. University of Twente, p. 27

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

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

1 Citation (Scopus)

Sound Source Localization for Hearing Aid Applications using Wireless Microphones

Farmani, M., Pedersen, M. S. & Jensen, J., 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop (SAM). IEEE, Vol. 2018-July. p. 455-459 5 p. 8448967. (I E E E Workshop on Sensor Array and Multichannel Signal Processing).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Hearing aids
Direction of arrival
Audition
Microphones
Acoustic waves
2017
6 Citations (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 p.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

5 Citations (Scopus)

Binaural Beamforming Using Pre-Determined Relative Acoustic Transfer Functions

Koutrouvelis, A. I., C. Hendriks, R., Heusdens, R., Jensen, J. & Guo, M., Aug 2017, 25th European Signal Processing Conference (EUSIPCO), 2017. IEEE, 5 p. (Proceedings of the European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
4 Citations (Scopus)

Binaural Speech Enhancement with Spatial Cue Preservation Utilising Simultaneous Masking

Koutrouvelis, A. I., Jensen, J., Guo, M., C. Hendriks, R. & Heusdens, R., Aug 2017, 25th European Signal Processing Conference (EUSIPCO), 2017. IEEE, p. 598 - 602 (Proceedings of the European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
1 Citation (Scopus)

Correction to "Maximum Likelihood PSD Estimation for Speech Enhancement in Reverberation and Noise": [Sep 16 1599-1612]

Kuklasinski, A., Doclo, S., Jensen, S. H. & Jensen, J., 1 Mar 2017, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 25, 3, p. 687-687 1 p.

Research output: Contribution to journalComment/debateResearchpeer-review

Speech enhancement
Reverberation
Maximum likelihood estimation
reverberation
Acoustic noise
74 Downloads (Pure)

Humans do not maximize the probability of correct decision when recognizing DANTALE words in noise

Jahromi, M. Z., Østergaard, J. & Jensen, J., Aug 2017, Proc. Interspeech 2017. International Speech Communication Association, p. 1163-1167 5 p. (INTERSPEECH ).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File
11 Citations (Scopus)
218 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
9 Citations (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 p. (IEEE International Workshop on Machine Learning for Signal Processing (MLSP). Proceedings.).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

7 Citations (Scopus)

Multi-channel Wiener filters in binaural and bilateral hearing aids: speech intelligibility improvement and robustness to DoA error

Kuklasinski, A. & Jensen, J., 1 Jan 2017, In : Journal of the Audio Engineering Society. 65, 1/2, p. 8-16 9 p.

Research output: Contribution to journalJournal articleResearchpeer-review

78 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

44 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, p. 2963-2967 5 p. (INTERSPEECH , Vol. 2017).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
File

Performance evaluation of the short-time objective intelligibility measure with different band importance functions

Heidemann Andersen, A., de Haan, J. M., Tan, Z-H. & Jensen, J., 5 Jan 2017.

Research output: Contribution to conference without publisher/journalPosterResearch

87 Citations (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, p. 241 - 245

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

19 Citations (Scopus)

Relaxed Binaural LCMV Beamforming

Koutrouvelis, A. I., Hendriks, R. C., Heusdens, R. & Jensen, J., Jan 2017, In : I E E E Transactions on Audio, Speech and Language Processing. 25, 1, p. 137-152

Research output: Contribution to journalJournal articleResearchpeer-review

43 Citations (Scopus)
2016
2 Citations (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, p. 4995 - 4999

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

54 Citations (Scopus)

An Algorithm for Predicting the Intelligibility of Speech Masked by Modulated Noise Maskers

Jensen, J. & Taal, C. H., 2016, In : I E E E Transactions on Audio, Speech and Language Processing. 24, 11, p. 2009 - 2022

Research output: Contribution to journalJournal articleResearchpeer-review

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, p. 1931 - 1936 (International Conference on Information Fusion Proceedings).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

1 Citation (Scopus)

Detection of Spoken Words in Noise: Comparison of Human Performance to Maximum Likelihood Detection

Jahromi, M. Z., Østergaard, J. & Jensen, J., Aug 2016, 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP). IEEE, p. 45-49

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

11 Citations (Scopus)

Improved multi-microphone noise reduction preserving binaural cues

Koutrouvelis, A. I., C. Hendriks, R., Jensen, J. & Heusdens, R., 2016, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016. IEEE, p. 460-464

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

5 Citations (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, p. 360 - 364

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2 Citations (Scopus)

Maximum likelihood PSD estimation for speech enhancement in reverberant and noisy conditions

Kuklasinski, A., Doclo, S. & Jensen, J., 25 Mar 2016, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016. IEEE, p. 599 - 603

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Speech enhancement
Power spectral density
Maximum likelihood
Speech intelligibility
Microphones
28 Citations (Scopus)
148 Downloads (Pure)

Maximum Likelihood PSD Estimation for Speech Enhancement in Reverberation and Noise

Kuklasinski, A., Doclo, S., Jensen, S. H. & Jensen, J., 1 Sep 2016, In : I E E E Transactions on Audio, Speech and Language Processing. 24, 9, p. 1599-1612 14 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Open Access
File
Speech enhancement
Reverberation
Power spectral density
reverberation
Acoustic noise
1 Downloads (Pure)

Multi-channel Wiener Filter for Speech Dereverberation in Hearing Aids - Sensitivity to DoA Errors

Kuklasinski, A., Doclo, S., Jensen, S. H. & Jensen, J., 27 Jan 2016, 60th Audio Engineering Society International Conference: DREAMS (Dereverberation and Reverberation of Audio, Music, and Speech) . Leuven, Belgium: Audio Engineering Society, 7 p. 2-2

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Hearing aids
Direction of arrival
Microphones
Robustness (control systems)
Experiments

Predicting the Intelligibility of Noisy and Enhanced Binaural Speech

Heidemann Andersen, A., Haan, J. M. D., Tan, Z-H. & Jensen, J., 8 Jan 2016.

Research output: Contribution to conference without publisher/journalPosterResearch

12 Citations (Scopus)
174 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
14 Citations (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

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

3 Citations (Scopus)

TDOA-based Self-Calibration of Dual-Microphone Arrays

Farmani, M., Heusdens, R., Pedersen, M. S. & Jensen, J., 29 Aug 2016, Signal Processing Conference (EUSIPCO), 2016 24th European. IEEE, p. 617-621 (Proceedings of the European Signal Processing Conference).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

2015
9 Citations (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, Vol. 2015-January. p. 2563-2567 (INTERSPEECH ).

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Open Access
Speech intelligibility
Hearing aids
Acoustics
Speech processing
Beamforming