Publikationer 2012 2019

2019

A Class of Parametric Broadband Beamformers Based on the Fundamental Frequency

Karimian-Azari, S., Jensen, J. R., Benesty, J. & Christensen, M. G., 2019, (Afsendt) I : The Journal of the Acoustical Society of America.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningpeer review

14 Downloads (Pure)

Adaptive Pre-whitening Based on Parametric NMF

Esquivel Jaramillo, A., Nielsen, J. K. & Christensen, M. G., 2019, (Accepteret/In press) 2019 27th European Signal Processing Conference (EUSIPCO).

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceabstrakt i proceedingForskningpeer review

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Power spectral density
Factorization
Speech enhancement
Speech processing
Glossaries

An EM Method for Multichannel TOA and DOA Estimation of Acoustic Echoes

Jensen, J. R., Saqib, U. & Gannot, S., 2019, (Accepteret/In press) I : IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

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1 Citation (Scopus)
108 Downloads (Pure)

A Study on how Pre-whitening Influences Fundamental Frequency Estimation

Esquivel Jaramillo, A., Nielsen, J. K. & Christensen, M. G., 2019, IEEE International Conference on Acoustics, Speech and Signal Processing.

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Frequency estimation
Gaussian noise (electronic)
White noise
Statistics

Autoregressive Whitening Filter for Detection of Coronary Artery Disease Based on Phonocardiography

Larsen, B. S., Winther, S., Nissen, L., Diederichsen, A., Bøttcher, M., Struijk, J. J., Christensen, M. G. & Schmidt, S. E., 2019, (Accepteret/In press) Annual Computing in Cardiology Conference, CinC.

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Bayesian Pitch Tracking Based on the Harmonic Model

Shi, L., Nielsen, J. K., Jensen, J. R., A Little, M. & Christensen, M. G., 2019, (Afsendt) I : IEEE/ACM Transactions on Audio, Speech, and Language Processing.

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Estimation of Fundamental Frequencies in Stereophonic Music Mixtures

Hansen, M. W., Jensen, J. R. & Christensen, M. G., 1 feb. 2019, I : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 2, s. 296-310 15 s., 8510905.

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stereophonics
music
Recording instruments
recording instruments
harmonics
59 Downloads (Pure)

Estimation of Guitar String, Fret and Plucking Position Using Parametric Pitch Estimation

Hjerrild, J. M. & Christensen, M. G., 2019, (Accepteret/In press) IEEE International Conference on Acoustics, Speech and Signal Processing.

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Classifiers
Acoustics
Experiments
60 Downloads (Pure)

Hearing aid-controlled beamformer for binaural speech enhancement using a model-based approach

Kavalekalam, M. S., Nielsen, J. K., Christensen, M. G. & Boldt, J., 2019, (Accepteret/In press) ICASSP 2019.

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Fil
Hearing aids
Speech enhancement
Microphones
Audition
Beamforming

Introduction to Audio Processing

Christensen, M. G., 1 mar. 2019, Springer. 244 s.

Publikation: Bog/antologi/afhandling/rapportBogForskningpeer review

1 Citation (Scopus)
28 Downloads (Pure)

Model-based Speech Enhancement for Intelligibility Improvement in Binaural Hearing Aids

Kavalekalam, M. S., Nielsen, J. K., Boldt, J. B. & Christensen, M. G., jan. 2019, I : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 1, s. 99-113

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binaural hearing
Speech intelligibility
Hearing aids
Speech enhancement
intelligibility

On the influence of transfer function noise on sound zone control in a room

Møller, M. B., Nielsen, J. K., Fernandez Grande, E. & Olesen, S. K., sep. 2019, I : IEEE/ACM Transactions on Audio, Speech, and Language Processing. 27, 9, s. 1405-1418 14 s., 8732395.

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Acoustic noise
transfer functions
rooms
Loudspeakers
Transfer functions

Parametric Modeling for Two-Dimensional Harmonic Signals With Missing Harmonics

Zhou, Z., Christensen, M. G., Jensen, J. R. & Zhang, S., 15 apr. 2019, I : IEEE Access. s. 48671-48688

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21 Downloads (Pure)

Physical Models for Fast Estimation of Guitar String, Fret and Plucking Position

Hjerrild, J. M., Willemsen, S. & Christensen, M. G., 2019, (Accepteret/In press) IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. New Paltz, NY, 5 s.

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Classifiers
Audio recordings
Physics
Acoustics
Experiments
76 Downloads (Pure)

Quality Control in Remote Speech Data Collection

Alavijeh, A. H. P., Little, M. A., Jensen, J. R. & Christensen, M. G., mar. 2019, I : IEEE Journal of Selected Topics in Signal Processing. 13, 2, s. 236-243 8 s., 8664108.

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Quality control
116 Downloads (Pure)

Quality Control of Voice Recordings in Remote Parkinson's Disease Monitoring using the Infinite Hidden Markov Model

Alavijeh, A. H. P., Raykov, Y. P., Badawy, R., Jensen, J. R., Christensen, M. G. & Little, M. A., 2019, (Accepteret/In press) IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE

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Hidden Markov models
Quality control
Monitoring
Classifiers
7 Downloads (Pure)

Robust Bayesian Pitch Tracking Based on the Harmonic Model

Shi, L., Nielsen, J. K., Jensen, J. R., Little, M. A. & Christensen, M. G., 24 jul. 2019, I : IEEE/ACM Transactions on Audio, Speech, and Language Processing. s. 1737 - 1751 15 s.

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37 Downloads (Pure)

Sound-based Distance Estimation for Indoor Navigation in the Presence of Ego Noise

Saqib, U. & Jensen, J. R., 10 sep. 2019, I : European Signal Processing Conference (EUSIPCO). 5 s.

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Navigation
Acoustic waves
Additive noise
Sensors
Collision avoidance
27 Downloads (Pure)

Towards perceptually optimized sound zones: A proof-of-concept study

Lee, T., Nielsen, J. K. & Christensen, M. G., 17 apr. 2019, 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 136-140

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Acoustic waves
2018
109 Downloads (Pure)

An Xception Residual Recurrent Neural Network for Audio Event Detection and Tagging

Gajarsky, T. & Purwins, H., 2018, Proceedings of the 15th Sound and Music Computing Conference (SMC2018). Sound and Music Computing Network, s. 210-216 (Proceedings of the Sound and Music Computing Conference).

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Recurrent neural networks
Acoustic waves
Sirens
Railroad cars
Fusion reactions
1 Citation (Scopus)
73 Downloads (Pure)

A Parametric Approach for Classification of Distortions in Pathological Voices

Poorjam, A. H., Little, M. A., Jensen, J. R. & Christensen, M. G., 10 sep. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 286-290 5 s. 8461316. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Discriminant analysis
Acoustic distortion
Acoustics
Reverberation
Factor analysis
3 Citationer (Scopus)

A Study of Noise PSD Estimators for Single Channel Speech Enhancement

Kavalekalam, M. S., Nielsen, J. K., Christensen, M. G. & Boldt, J. B., 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 5464-5468 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Speech enhancement
Power spectral density
Statistics
4 Citationer (Scopus)
73 Downloads (Pure)

A Supervised Approach to Global Signal-to-Noise Ratio Estimation for Whispered and Pathological Voices

Poorjam, A. H., Little, M. A., Jensen, J. R. & Christensen, M. G., 10 sep. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 296-300 5 s. 8462459. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Signal to noise ratio
Additive noise
2 Citationer (Scopus)
111 Downloads (Pure)

A Unified Approach to Generating Sound Zones Using Variable Span Linear Filters

Lee, T., Nielsen, J. K., Jensen, J. R. & Christensen, M. G., 13 sep. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, s. 491-495 (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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filter
acoustics
potential energy
sound
1 Citation (Scopus)
178 Downloads (Pure)

Estimation of Source Panning Parameters and Segmentation of Stereophonic Mixtures

Hjerrild, J. M. & Christensen, M. G., 10 sep. 2018, IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, s. 426-430 5 s. 8462522. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Parameter estimation
48 Downloads (Pure)

Exploring Deep Recurrent Q-Learning for Navigation in a 3D Environment

Brejl, R., Purwins, H. & Schoenau-Fog, H., 2018, I : EAI Endrosed Trasactions on Creative Technologies. 18, 14, 5 s., e3.

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Navigation
Reinforcement learning
Artificial intelligence
Teaching
Pixels
61 Downloads (Pure)

Interactive Exploration of Musical Space with Parametric t-SNE

Lionello, M., Pietrogrande, L., Purwins, H. & Abou-Zleikha, M., 2018, Proceedings of the 15th Sound and Music Computing Conference (SMC2018) . Sound and Music Computing Network, s. 200-208 8 s. (Proceedings of the Sound and Music Computing Conference).

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User interfaces
Feature extraction
Processing
Industry
194 Downloads (Pure)

Loudspeaker and Listening Position Estimation using Smart Speakers

Nielsen, J. K., 10 sep. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Calgary, Canada: IEEE Press, s. 81-85 5 s. 8462302. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Loudspeakers
Acoustic waves
Audio systems
Reverberation
Microphones
14 Downloads (Pure)

Model based Estimation of STP parameters for Binaural Speech Enhancement

Kavalekalam, M. S., Nielsen, J. K., Christensen, M. G. & Boldt, J. B., 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, 8553145. (Proceedings of the European Signal Processing Conference).

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Speech enhancement
Power spectral density
6 Citationer (Scopus)
486 Downloads (Pure)

Model-based Noise PSD Estimation from Speech in Non-stationary Noise

Nielsen, J. K., Kavalekalam, M. S., Christensen, M. G. & Boldt, J. B., 10 sep. 2018, IEEE International Conference on Acoustics, Speech, and Signal Processing. Calgary, Canada: IEEE, s. 5424-5428 5 s. 8461683. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Power spectral density
Speech enhancement
46 Downloads (Pure)

Model-based speech enhancement for hearing aids

Kavalekalam, M. S., 2018, Aalborg Universitetsforlag. 181 s. (Ph.d.-serien for Det Tekniske Fakultet for IT og Design, Aalborg Universitet).

Publikation: Bog/antologi/afhandling/rapportPh.d.-afhandlingForskning

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Fil
38 Downloads (Pure)

Model-Based Voice Activity Detection in Wireless Acoustic Sensor Networks

Zhao, Y., Nielsen, J. K., Christensen, M. G. & Chen, J., sep. 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, s. 425-429 5 s. 8553457. (Proceedings of the European Signal Processing Conference).

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Fil
29 Downloads (Pure)

Multipitch Estimation Using Block Sparse Bayesian Learning and Intra-block Clustering

Shi, L., Jensen, J. R., Nielsen, J. K. & Christensen, M. G., 15 apr. 2018, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Calgary, Canada: IEEE, s. 666-670 5 s. (I E E E International Conference on Acoustics, Speech and Signal Processing. Proceedings).

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Speech analysis
Glossaries

Non-intrusive codebook-based intelligibility prediction

Sørensen, C., Kavalekalam, M. S., Xenaki, A., Boldt, J. B. & Christensen, M. G., jul. 2018, I : Speech Communication. 101, s. 85-93 9 s.

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Codebook
Prediction
Speech intelligibility
Speech Intelligibility
Hearing aids
1 Citation (Scopus)
55 Downloads (Pure)

Online Parametric NMF for Speech Enhancement

Kavalekalam, M. S., Nielsen, J. K., Shi, L., Christensen, M. G. & Boldt, J., 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, 5 s. 8553039. (Proceedings of the European Signal Processing Conference).

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Speech enhancement
Factorization
Power spectral density
1 Citation (Scopus)
26 Downloads (Pure)

On Optimal Filtering for Speech Decomposition

Esquivel Jaramillo, A., Nielsen, J. K. & Christensen, M. G., 2018, 2018 26th European Signal Processing Conference (EUSIPCO). IEEE, s. 2325-2329 5 s. (Proc. European Signal Processing Conference).

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Decomposition
Speech enhancement
2 Citationer (Scopus)
45 Downloads (Pure)

On the Influence of Transfer Function Noise on Low Frequency Pressure Matching for Sound Zones

Møller, M. B., Nielsen, J. K., Fernandez Grande, E. & Olesen, S. K., 8 jul. 2018, 2018 IEEE 10th Sensor Array and Multichannel Signal Processing Workshop, SAM 2018. IEEE, Bind 2018-July. s. 331-335 5 s. 8448689. (I E E E Workshop on Sensor Array and Multichannel Signal Processing).

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Fil
93 Downloads (Pure)

Parametric Multi-Channel Separation and Re-Panning of Harmonics Sources

Hansen, M. W., Hjerrild, J. M., Christensen, M. G. & Kjeldskov, J., 4 sep. 2018, Proceedings of the 21st International Conference on Digital Audio Effects (DAFx-18), Aveiro, Portugal, September 4–8, 2018. Universidade de Aveiro, Comissão Editorial, 8 s. (International Conference on Digital Audio Effects).

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Loudspeakers
Demonstrations
57 Downloads (Pure)

Revisiting the Linear Prediction Analysis-by-Synthesis Speech Coding Paradigm using Real-time Convex Optimization

Giacobello, D., Murthi, M., Jensen, T. L. & Christensen, M. G., nov. 2018, I : Asilomar Conference on Signals, Systems and Computers. Conference Record. 2018, 6 s.

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3 Citationer (Scopus)
161 Downloads (Pure)

Sound source localization and speech enhancement with sparse Bayesian learning beamforming

Xenaki, A., Boldt, J. B. & Christensen, M. G., jun. 2018, I : The Journal of the Acoustical Society of America. 143, 6, s. 3912-3921 10 s.

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beamforming
learning
acoustics
augmentation
arrivals
106 Downloads (Pure)

Sound Zones as an Optimal Filtering Problem

Nielsen, J. K., Lee, T., Jensen, J. R. & Christensen, M. G., 2018, 2018 52nd Asilomar Conference on Signals, Systems, and Computers. IEEE, 5 s. (Asilomar Conference on Signals, Systems and Computers. Conference Record).

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Fil
Acoustic waves
Speech enhancement
Loudspeakers
Acoustic fields
2 Citationer (Scopus)
90 Downloads (Pure)

Speech Enhancement by Classification of Noisy Signals Decomposed Using NMF and Wiener Filtering

Fakhry, M., Poorjam, A. H. & Christensen, M. G., 2018, 26th European Signal Processing Conference (EUSIPCO). IEEE, 5 s. 8553123. (Proceedings of the European Signal Processing Conference).

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Speech enhancement
Factorization
Classifiers
Support vector machines
Decomposition
2017
5 Citationer (Scopus)
307 Downloads (Pure)

A Fast Algorithm for Maximum Likelihood Estimation of Harmonic Chirp Parameters

Jensen, T. L., Nielsen, J. K., Jensen, J. R., Christensen, M. G. & Jensen, S. H., 2017, I : I E E E Transactions on Signal Processing. 65, 19, s. 5137 - 5152

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Maximum likelihood estimation
Maximum likelihood
Computational complexity
2 Citationer (Scopus)
18 Downloads (Pure)

A Kalman-based Fundamental Frequency Estimation Algorithm

Shi, L., Nielsen, J. K., Jensen, J. R., Little, M. A. & Christensen, M. G., 15 okt. 2017, 2017 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2017). New Paltz, NY, USA, USA: IEEE Press, s. 314-318 5 s. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)).

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Frequency estimation
Extended Kalman filters
Kalman filters
Markov processes

A Method of Determining Objective Perceptual Quality of Noisy Speech Signals

Boldt, J. B., Gran, F. & Christensen, M. G., 2017, Patentnr. EP16187961.4A, Prioritetsdato 24 sep. 2015

Publikation: PatentForskning

55 Downloads (Pure)

A Novel Approach to Speaker Weight Estimation Using a Fusion of the i-vector and NFA Frameworks

Poorjam, A. H., Bahari, M. H. & Van hamme, H., feb. 2017, I : Journal of Electrical Systems and Signals. 3, 1, s. 47-55 8 s.

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Factor analysis
Fusion reactions
Telephone
3 Citationer (Scopus)

Audio Source Separation in Reverberant Environments Using β-Divergence-Based Nonnegative Factorization

Fakhry, M., Svaizer, P. & Omologo, M., 2017, I : I E E E Transactions on Audio, Speech and Language Processing. 25, 7, s. 1462 - 1476 15 s.

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Source separation
Factorization
factorization
divergence
matrices
110 Downloads (Pure)

Audio-Visual Feedback for Self-monitoring Posture in Ballet Training

Knudsen, E. W., Hølledig, M. L., Bach-Nielsen, S. S., Petersen, R. K., Zanescu, B-C., Nielsen, M. J., Helweg, K., Overholt, D. & Purwins, H., 15 maj 2017, NIME 2017 Papers and Posters Proceedings. Copenhagen: New Interfaces for Musical Expression, s. 71-76 (NIME Proceedings, Bind 2017).

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Feedback
High pass filters
Monitoring
Calibration
Students
1 Citation (Scopus)
413 Downloads (Pure)

Automatic analysis of activities in sports arenas using thermal cameras

Gade, R., Jørgensen, A., Jensen, M. M., Alldieck, T., Abou-Zleikha, M., Christensen, M. G., Moeslund, T. B., Poulsen, M. K., Larsen, R. G. & Franch, J., 24 apr. 2017, 2016 12th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS): International Workshop on Human Tracking and Behaviour Analysis. IEEE

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Fil
1 Citation (Scopus)
43 Downloads (Pure)

Automatic Smoker Detection from Telephone Speech Signals

Poorjam, A. H., Hesaraki, S., Safavi, S., Van hamme, H. & Bahari, M. H., 13 aug. 2017, Speech and Computer: 19th International Conference, SPECOM 2017, Hatfield, UK, September 12-16, 2017, Proceedings. Karpov, A., Potapova, R. & Mporas, I. (red.). Springer, s. 200-210 11 s. (Lecture Notes in Computer Science, Bind 10458).

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Factor analysis
Telephone
Fusion reactions