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Research Output

2020

A Constrained Maximum Likelihood Estimator of Speech and Noise Spectra with Application to Multi-Microphone Noise Reduction

Zahedi, A., Pedersen, M., Østergaard, J., Bramsløw, L., Christiansen, T. & Jensen, J., May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 6944-6948 5 p. 9053077. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

Open Access
File
7 Downloads (Pure)

A Neural Network for Monaural Intrusive Speech Intelligibility Prediction

Pedersen, M., Andersen, A. H., Jensen, S. H. & Jensen, J., May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 336-340 5 p. 9052949. (International Conference on Acoustics Speech and Signal Processing (ICASSP)).

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

End-to-end Speech Intelligibility Prediction Using Time-Domain Fully Convolutional Neural Networks

Pedersen, M., Kolbæk, M., Andersen, A. H., Jensen, S. H. & Jensen, J., 26 Jul 2020, (Accepted/In press) INTERSPEECH 2020. 4 p.

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

Exploring Filterbank Learning for Keyword Spotting

Espejo, I. L., Tan, Z-H. & Jensen, J., 2020, (Accepted/In press) 28th European Signal Processing Conference (EUSIPCO).

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

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 journalJournal articleResearchpeer-review

Maximum Likelihood Estimation of the Interference-Plus-Noise Cross Power Spectral Density Matrix for Own Voice Retrieval

Hoang, P., Tan, Z-H., Lunner, T., Mark de Haan, J. & Jensen, J., May 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, p. 6939-6943 5 p. 9053988. (International Conference on Acoustics Speech and Signal Processing (ICASSP)).

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

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 journalJournal articleResearchpeer-review

Open Access
File
5 Downloads (Pure)

Robust Bayesian and Maximum a Posteriori Beamforming for Hearing Assistive Devices

Hoang, P., Tan, Z-H., de Haan, J. M., Lunner, T. & Jensen, J., 27 Jan 2020, IEEE Global Conference on Signal and Information Processing (GlobalSIP). IEEE, 5 p. 8969234. (IEEE Global Conference on Signal and Information Processing (GlobalSIP). Proceedings).

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

1 Citation (Scopus)

Spatially Correct Rate-Constrained Noise Reduction For Binaural Hearing Aids in Wireless Acoustic Sensor Networks

Amini, J., Hendriks, R. C., Heusdens, R., Guo, M. & Jensen, J., Oct 2020, In : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 28, p. 2731-2742 12 p.

Research output: Contribution to journalJournal articleResearchpeer-review

Vocoder-Based Speech Synthesis from Silent Videos

Michelsanti, D., Slizovskaia, O., Haro, G., Gómez, E., Tan, Z-H. & Jensen, J., 2020, (Accepted/In press) Interspeech 2020.

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

2019

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
1 Citation (Scopus)
93 Downloads (Pure)

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, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. IEEE, p. 8013-8017 5 p. 8682886. (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

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 journalJournal articleResearchpeer-review

1 Citation (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, 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

4 Citations (Scopus)

Estimation of Sensor Array Signal Model Parameters Using Factor Analysis

Koutrouvelis, A. I., C. Hendriks, R., Heusdens, R. & Jensen, J., 18 Nov 2019, 27th European Signal Processing Conference, EUSIPCO 2019. IEEE, p. 1-5 5 p. (European Signal Processing Conference (EUSIPCO)).

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, Vol. 2019-September. 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

Open Access
File
5 Downloads (Pure)

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

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

Open Access
File
2 Citations (Scopus)
4 Downloads (Pure)

Low-Resource Keyword Spotting for Hearing Assistive Devices

Lopez-Espejo, I., Tan, Z-H. & Jensen, J., 2019.

Research output: Contribution to conference without publisher/journalPosterCommunication

File
19 Downloads (Pure)
Open Access
File
4 Citations (Scopus)
101 Downloads (Pure)

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

5 Citations (Scopus)

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
4 Citations (Scopus)
13 Downloads (Pure)

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., 8691792.

Research output: Contribution to journalJournal articleResearchpeer-review

5 Citations (Scopus)
2018

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

2 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

20 Citations (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

1 Citation (Scopus)

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

Kolbæk, M., Tan, Z-H. & Jensen, J., 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. IEEE, p. 5059-5063 5 p. 8462040. (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

19 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 journalJournal articleResearchpeer-review

Open Access
File
6 Citations (Scopus)
119 Downloads (Pure)

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

1 Citation (Scopus)

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

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

3 Citations (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

1 Citation (Scopus)
2017

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

10 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
5 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
5 Citations (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

1 Citation (Scopus)

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
165 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
19 Citations (Scopus)
320 Downloads (Pure)

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

14 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

9 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

172 Citations (Scopus)

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
128 Downloads (Pure)

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

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

178 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

24 Citations (Scopus)
71 Citations (Scopus)
2016

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

2 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

92 Citations (Scopus)

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