researcher profile

Publications

  1. Relaxed Binaural LCMV Beamforming
    A. I. Koutrouvelis; R. C. Hendriks; R. Heusdens; J. Jensen;
    IEEE/ACM Transactions on Audio, Speech, and Language Processing,
    Volume 25, Issue 1, pp. 137-152, Jan. 2017.

  2. Microphone Subset Selection for MVDR Beamformer Based Noise Reduction
    Jie Zhang; S.P. Chepuri; R. C. Hendriks; R. Heusdens;
    In Subm. IEEE/ACM Tran. on Acoustic, Speech and Language Proc.,
    March 2017.

  3. Classification of composite damage from fiber Bragg grating load monitoring signals
    Aydin Rajabzadeh; Richard C. Hendriks; Richard Heusdens; Roger M. Groves;
    In Sensors and Smart Structures Technologies for Civil, Mechanical, and Aerospace Systems,
    SPIE, 2017.

  4. Modelling non-uniform strain distributions in aerospace composites using fibre Bragg gratings
    Aydin Rajabzadeha; Roger M. Groves; Richard C. Hendriks; Richard Heusdens;
    In 25th International Conference on Optical Fiber Sensors,
    2017.

  5. On the information rate of speech communication
    S. Van Kuyk; W.B. Kleijn; R.C. Hendriks;
    In Int. Conf. Audio Speech Signal Proc. (ICASSP),
    New Orleans (USA), IEEE, pp. 5625-5629, March 2017.
    document

  6. Jointly optimal near-end and far-end multi-microphone speech intelligibility enhancement based on mutual information
    S. Khademi; R. C. Hendriks; W. B. Kleijn;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    Shanghai, China, March 2016.
    document

  7. Improved multi-microphone noise reduction preserving binaural cues
    A. Koutrouvelis; R. C. Hendriks; J. Jensen; R. Heusdens;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    Shanghai, China, March 2016.
    document

  8. Greedy Gossip Algorithm with Synchronous Communication for Wireless Sensor Networks
    Jie Zhang; R. C. Hendriks; R. Heusdens;
    In The 6th Joint WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux,
    pp. 228-235, 2016.
    document

  9. STRUCTURED TOTAL LEAST SQUARES BASED INTERNAL DELAY ESTIMATION FOR DISTRIBUTED MICROPHONE AUTO-LOCALIZATION
    Jie Zhang; R. C. Hendriks; R. Heusdens;
    In International Workshop on Acoustic Signal Enhancement (IWAENC),
    2016.
    document

  10. An intelligibility metric based on a simple model of speech communication
    S. van Kuyk; W. B. Kleijn; R. C. Hendriks;
    In International Workshop on Acoustic Signal Enhancement (IWAENC),
    2016. (Best student paper award).
    document

  11. On the Impact of Quantization on Binaural MVDR Beamforming
    J. Amini; R. C. Hendriks; R. Heusdens; Meng Guo; Jesper Jensen;
    In Proc. 12th ITG Symposium on Speech Communication,
    2016.
    document

  12. A Simple Model of Speech Communication and its Application to Intelligibility Enhancement
    W.B. Kleijn; R.C. Hendriks;
    IEEE Signal Processing Letters,
    Volume 22, Issue 3, pp. 303-307, February 2015. DOI 10.1109/LSP.2014.2351784.
    document

  13. Optimizing Speech Intelligibility in a Noisy Environment: A unified view
    W.B. Kleijn; J.B. Crespo; R.C. Hendriks; P. Petkov; B. Sauert; P. Vary;
    IEEE Signal Processing Magazine,
    Volume 32, Issue 2, pp. 43-54, March 2015. DOI 10.1109/MSP.2014.2365594.

  14. Optimal Near-End Speech Intelligibility Improvement Incorporating Additive Noise and Late Reverberation under an Approximation of the Short-Time SII
    R. C. Hendriks; J. B. Crespo; J. Jensen; C. H. Taal;
    IEEE/ACM Trans. Audio, Speech, and Language Processing,
    2015.
    document

  15. Distributed Estimation of the Inverse of the Correlation Matrix for Privacy Preserving Beamforming Signal Processing
    Yuan Zeng; R.C. Hendriks;
    Signal Processing,
    Volume 107, pp. 109-122, 2015.
    document

  16. On clock synchronization for multi-microphone speech processing in wireless acoustic sensor networks
    Y. Zeng; R. C. Hendriks; N. D. Gaubitch;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    Brisbane (Australia)} project = {audio,sewasn, 2015.
    document

  17. Speech reinforcement in noisy reverberant conditions under an approximation of the short-time SII
    R. C. Hendriks; J. B. Crespo; J. Jensen; C. H. Taal;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    Brisbane (Australia)} project = {audio,iescs, 2015.
    document

  18. An Audio Game for Training Navigation Skills of Blind Children
    Bas Dado; Mick van Gelderen; Olivier Hokke; Kevin Allain; Miguel Oliveira; Ben Kybartas; Rafael Bidarra; Nikolay Gaubitch; Richard Hendriks;
    In Second International Workshop on Sonic Interactions in Virtual Environments,
    2015.
    document

  19. Multizone Speech Reinforcement
    Joao B. Crespo; Richard C. Hendriks;
    IEEE Trans. Audio, Speech Languange Proc.,
    Volume 22, Issue 1, pp. 54-66, January 2014.
    document

  20. Distributed Delay and Sum Beamformer for Speech Enhancement via Randomized Gossip
    Yuan Zeng; Richard C. Hendriks;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 22, Issue 1, pp. 260-273, January 2014.
    document

  21. Multizone Speech Reinforcement
    J.B. Crespo; R.C. Hendriks;
    IEEE/ACM Trans. Audio, Speech, and Language Processing,
    Volume 22, Issue 1, pp. 54-66, January 2014. DOI 10.1109/TASL.2013.2283100.
    document

  22. Distributed Delay and Sum Beamformer for Speech Enhancement via Randomized Gossip
    Yuan Zeng; R.C. Hendriks;
    IEEE/ACM Trans. Audio, Speech, and Language Processing,
    Volume 22, Issue 1, pp. 260-273, January 2014. DOI 10.1109/TASLP.2013.2290861.
    document

  23. Speech Reinforcement in Noisy Reverberant Environments Using a Perceptual Distortion Measure
    J.B. Crespo; R.C. Hendriks;
    In Proc. Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP 2014),
    Florence (Italy), IEEE, pp. 910-914, May 2014. DOI 10.1109/ICASSP.2014.6853729.
    document

  24. Speech Reinforcement with a Globally Optimized Perceptual Distortion Measure for Noisy Reverberant Channels
    Joao B. Crespo; Richard C. Hendriks;
    In International Workshop on Acoustic Signal Enhancement (IWAENC),
    2014.
    document

  25. A generalized Fourier domain: Signal processing framework and applications
    Jorge Martinez Castaneda; Richard Heusdens; Richard C. Hendriks;
    Signal Processing,
    Volume 93, pp. 1259-1267, 2013.
    document

  26. Speech Energy Redistribution for Intelligibility Improvement in Noise Based on a Perceptual Distortion Measure
    C. H. Taal; R. C. Hendriks; R. Heusdens;
    Computer Speech and Language,
    Volume 2013, 2013.
    document

  27. DFT-Domain Based Single-Microphone Noise Reduction for Speech Enhancement-A Survey of the State of the Art
    Richard C. Hendriks; Timo Gerkmann; Jesper Jensen;
    Morgan and Claypool Publishers, Volume 9 in Synthesis Lectures on Speech and Audio Processing, pp. 80, 2013.

  28. Clique-based Distributed Beamforming for Speech Enhancement in Wireless Sensor Networks
    Yuan Zeng; Richard C. Hendriks; Richard Heusdens;
    In European Signal Proc. Conf. (EUSIPCO),
    September 2013.
    document

  29. Evaluation of Instrumental Measures for the Prediction of Musical Noise in Enhanced Noisy Speech
    M. R. J. Gerrits; Richard C. Hendriks; Nikolay D. Gaubitch; Jesper Jensen; M. S. Pedersen;
    In 34th WIC Symposium on Information Theory in the Benelux,
    2013.
    document

  30. Privacy-Preserving Distributed Speech Enhancement For Wireless Sensor Networks By Processing In The Encrypted Domain
    Richard C. Hendriks; Zekeriya Erkin; Timo Gerkmann;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    Vancouver, Canada, IEEE, pp. 7005-7009, May 2013.
    document

  31. Privacy Preserving Distributed Beamforming Based on Homomorphic Encryption
    Richard C. Hendriks; Zekeriya Erkin; Timo Gerkmann;
    In European Signal Proc. Conf. (EUSIPCO),
    September 2013.
    document

  32. Multizone Near-End Speech Enhancement Under Optimal Second-Order Magnitude Distortion
    Joao B. Crespo; Richard C. Hendriks;
    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics 2013 (WASPAA 2013),
    New Paltz, USA, October 2013.
    document

  33. A Low-complexity Spectro-Temporal Distortion Measure for Audio Processing Applications
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens;
    IEEE Trans. Audio, Speech language Proc.,
    Volume 20, pp. 1553-1564, May 2012.
    document

  34. Unbiased MMSE-Based Noise Power Estimation with Low Complexity and Low Tracking Delay
    Timo Gerkmann; Richard C. Hendriks;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 20, pp. 1383-1393, 2012.
    document

  35. Spectral Magnitude Minimum Mean-Square Error Estimation Using Binary and Continuous Gain Functions
    Jesper Jensen; Richard C. Hendriks;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 20, pp. 92-102, January 2012.
    document

  36. Noise Correlation Matrix Estimation for Multi-Microphone Speech Enhancement
    Richard C. Hendriks; Timo Gerkmann;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 20, pp. 223-233, January 2012.
    document

  37. Distributed MVDR Beamforming for (Wireless) Microphone Networks using Message Passing
    Richard Heusdens; Guoqiang Zhang; Richard C. Hendriks; Yuan Zeng; W. Bastiaan Kleijn;
    In Proc. IEEE Int. Workshop on Acoustic Echo and Noise Control (IWAENC),
    September 2012.
    document

  38. Distributed Delay and Sum Beamformer in Regular Networks Based on Synchronous Randomized Gossip
    Yuan Zeng; Richard C. Hendriks;
    In Proc. IEEE Int. Workshop on Acoustic Echo and Noise Control (IWAENC),
    September 2012.
    document

  39. Distributed Delay And Sum Beamformer For Speech Enhancement In Wireless Sensor Networks Via Randomized Gossip
    Yuan Zeng; Richard C. Hendriks;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    pp. 4037-4040, May 2012.
    document

  40. Matching Pursuit for Channel Selection in Cochlear Implants Based on an Intelligibility Metric
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens;
    In European Signal Proc. Conf. (EUSIPCO),
    August 2012.

  41. Noise Power Spectral Density estimation for public address systems in noisy reverberant environments
    Neda Faraji; Richard C. Hendriks;
    In Proc. IEEE Int. Workshop on Acoustic Echo and Noise Control (IWAENC),
    September 2012.
    document

  42. A Speech Preprocessing Strategy For Intelligibility Improvement In Noise Based On A Perceptual Distortion Measure
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    pp. 4061-4064, May 2012.
    document

  43. A Spatio-Temporal Generalized Fourier Domain Framework To Acoustic Modeling In Enclosed Spaces
    Jorge Martinez Castaneda; Richard Heusdens; Richard C. Hendriks;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    pp. 529-532, May 2012.
    document

  44. On Mutual Information As A Measure Of Speech Intelligibility
    Jalal Taghia; Richard C. Hendriks; Rainer Martin;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    pp. 65-68, May 2012.
    document

  45. Improved MMSE-Based Noise PSD Tracking Using Temporal Cepstrum Smoothing
    Timo Gerkmann; Richard C. Hendriks;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    pp. 105-108, May 2012.
    document

  46. System and method for emitting and especially controlling an audio signal in an environment using an objective intelligibility measure
    H. van der Schaar; H. Oosterom; R. Heusdens; R. C. Hendriks;
    Patent Publ. Nr. WO/2012/152323, Nov. 2012.

  47. An Evaluation of Objective Measures for Intelligibility Prediction of Time-Frequency Weighted Noisy Speech
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    Journal of the Acoustical Society of America,
    Volume 130, pp. 3013-3027, 2011.
    document

  48. An Algorithm for Intelligibility Prediction of Time-Frequency Weighted Noisy Speech
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 19, pp. 2125-2136, 2011.
    document

  49. A Generalized Poisson Summation Formula and its Application to Fast Linear Convolution
    Jorge Martinez Castaneda; Richard Heusdens; Richard C. Hendriks;
    IEEE Signal Processing Letters,
    Volume 18, Issue 9, pp. 501-504, September 2011. DOI 10.1109/LSP.2011.2161078.
    document

  50. Spectral Magnitude Minimum Mean-Square Error Binary Masks for DFT based Speech Enhancement
    Jesper Jensen; Richard C. Hendriks;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    pp. 4736-4739, 2011.
    document

  51. Estimation of the Noise Correlation Matrix
    Richard C. Hendriks; Timo Gerkmann;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    pp. 4740-4743, 2011.
    document

  52. Noise Power Estimation Based on the Probability of Speech Presence
    Timo Gerkmann; Richard C. Hendriks;
    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics,
    New Paltz, pp. 145-148, October 2011.
    document

  53. Speech Intelligibility Predictor and Applications Thereof
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens; Ulrik Kjems; Jesper Jensen;
    US Patent Application 13/045303, March 2011.

  54. A Short-Time Objective Intelligibility Measure for Time-Frequency Weighted Noisy Speech
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    Dallas, TX, pp. 4214-4217, 2010.
    document

  55. On linear versus non-linear magnitude-DFT estimators and the influence of super-Gaussian speech priors
    Richard C. Hendriks; Richard Heusdens;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    Dallas, TX, pp. 4750-4753, 2010.
    document

  56. MMSE based noise PSD tracking with low complexity
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    Dallas, TX, pp. 4266-4269, March 2010.
    document

  57. On Predicting the Difference in Intelligibility Before and After Single-Channel Noise Reduction
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In Proc. IEEE Int. Workshop on Acoustic Echo and Noise Control (IWAENC),
    Tel Aviv, Israel, September 2010.
    document

  58. Intelligibility Prediction of Single-Channel Noise-Reduced Speech
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In ITG-Fachtagung Sprachkommunikation,
    Bochum, Germany, October 2010.
    document

  59. Noise spectrum tracking in noisy acoustical signals
    Richard C. Hendriks; Jesper Jensen; Ulrik Kjems; Richard Heusdens;
    European Patent Application, March 2010. Publication number EP 2164066 A1.

  60. Low Complexity DFT-Domain Noise PSD Tracking Using High-Resolution Periodograms
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen; Ulrik Kjems;
    Eurasip Journal on Advances in Signal Processing,
    Volume 2009, 2009.
    document

  61. On Optimal Multichannel Mean-Squared Error Estimators for Speech Enhancement
    Richard C. Hendriks; Richard Heusdens; Ulrik Kjems; Jesper Jensen;
    IEEE Signal Processing Letters,
    Volume 16, Issue 10, pp. 885-888, October 2009.
    document

  62. On Robustness of Multi-Channel Minimum Mean-Squared Error Estimators under Super-Gaussian Priors
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In IEEE Workshop on Applications of Signal Processing to Audio and Acoustics,
    pp. 157-160, 2009.
    document

  63. Log-Spectral Magnitude MMSE Estimators under Super-Gaussian Densities
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In Interspeech,
    pp. 1319-1322, 2009.
    document

  64. Fast noise PSD estimation with low complexity
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen; Ulrik Kjems;
    In Proc. IEEE Int. Conf. Acoustics, Speech, Signal Proc. (ICASSP),
    pp. 3881-3884, 2009.
    document

  65. An Evaluation of Objective Quality Measures for Speech Intelligibility Prediction
    Cees H. Taal; Richard C. Hendriks; Richard Heusdens; Jesper Jensen; Ulrik Kjems;
    In Interspeech,
    pp. 1947-1950, 2009.
    document

  66. On the Estimation of Complex Speech DFT Coefficients Without Assuming Independent Real and Imaginary Parts
    Jan S. Erkelens; Richard C. Hendriks; Richard Heusdens;
    IEEE Signal Processing Letters,
    Volume 15, pp. 213-216, 2008.
    document

  67. Noise Tracking using DFT Domain Subspace Decompositions
    Richard C. Hendriks; Jesper Jensen; Richard Heusdens;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 16, Issue 3, pp. 541-553, March 2008.

  68. Comparison of Complex-DFT estimators with and without the independence Assumption of Real and Imaginary Parts
    Richard C. Hendriks; Jan S. Erkelens; Richard Heusdens;
    In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP),
    2008.
    document

  69. Noise Tracking by Exploiting DFT-Domain Subspace Decompositions
    Richard C. Hendriks; Jesper Jensen; Richard Heusdens;
    In ITG-Fachtagung Sprachkommunikation (Aachen, Germany),
    October 2008.
    document

  70. Advances in DFT-Based Single-Microphone Speech Enhancement
    Richard C. Hendriks;
    PhD thesis, TU Delft, February 2008.
    document

  71. Minimum mean-square error estimation of discrete Fourier coefficients with generalized Gamma priors
    Jan S. Erkelens; Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 15, Issue 6, pp. 1741-1752, August 2007.
    document

  72. An MMSE Estimator for Speech Enhancement under a Combined Stochastic-Deterministic Speech Model
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 15, Issue 2, pp. 406-415, February 2007.
    document

  73. MAP estimators for speech enhancement under normal and Rayleigh inverse Gaussian distributions
    Richard C. Hendriks; Rainer Martin;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 15, Issue 3, pp. 918-927, March 2007.
    document

  74. DFT Domain Subspace Based Noise Tracking for Speech Enhancement
    Richard C. Hendriks; Jesper Jensen; Richard Heusdens;
    In Interspeech,
    pp. 830-833, August 2007.
    document

  75. Adaptive Time Segmentation for Improved Speech Enhancement
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    IEEE Trans. Audio, Speech Language Proc.,
    Volume 14, Issue 6, pp. 2064-2074, November 2006.
    document

  76. Speech Enhancement under a Combined Stochastic-Deterministic Model
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP),
    pp. 453-456, May 2006.
    document

  77. MMSE estimation of complex-valued discrete Fourier coefficients with generalized gamma priors
    Jesper Jensen; Richard C. Hendriks; Jan S. Erkelens; Richard Heusdens;
    In Interspeech,
    pp. 257-260, September 2006.
    document

  78. Minimum mean-square error amplitude estimators for speech enhancement under the generalized gamma distribution
    Richard C. Hendriks; Jan S. Erkelens; Jesper Jensen; Richard Heusdens;
    In Proc. IEEE Int. Workshop on Acoustic Echo and Noise Control (IWAENC),
    September 2006.
    document

  79. A Study of the Distribution of Time-Domain Speech Samples and Discrete Fourier Coefficients
    Jesper Jensen; Ivo Batina; Richard C. Hendriks; Richard Heusdens;
    In Proc. IEEE First Benelux/DSP Valley Signal Processing Symposium,
    pp. 155-158, April 2005.
    document

  80. Improved Subspace Based Speech Enhancement Using an Adaptive Time Segmentation
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In Proc. IEEE First Benelux/DSP Valley Signal Processing Symposium,
    pp. 163-166, April 2005.
    document

  81. Adaptive Time Segmentation of Noisy Speech for Improved Speech Enhancement
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In IEEE Int. Conf. Acoust., Speech,Signal Processing (ICASSP),
    pp. 153-156, March 2005.
    document

  82. Smoothed Subspace Based Noise Suppression with Application to Speech Enhancement
    Jesper Jensen; Richard C. Hendriks; Richard Heusdens; S.H. Jensen;
    In European Signal Processing Conference (EUSIPCO),
    Antalya, Turkey, September 2005.
    document

  83. Improved Decision Directed Approach for Speech Enhancement Using an Adaptive Time Segmentation
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In Interspeech,
    pp. 2101-2104, September 2005.
    document

  84. Forward-Backward Decision Directed Approach for Speech Enhancement
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In Int. Workshop Acoustic Echo and Noise Control (IWAENC),
    pp. 109-112, September 2005.
    document

  85. Perceptual linear predictive noise modelling for sinusoid-plus-noise audio coding
    Richard C. Hendriks; Richard Heusdens; Jesper Jensen;
    In IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP),
    pp. 189-192, May 2004.
    document

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