Journal Publications Bastiaan Kleijn

[1] Steven Van Kuyk, W Bastiaan Kleijn, and Richard C Hendriks. An instrumental intelligibility metric based on information theory. IEEE Signal Processing Letters, 25(1):115--119, 2018.
[2] S. Van Kuyk, W. B. Kleijn, and R. C. Hendriks. An evaluation of intrusive instrumental intelligibility metrics. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 26(11):2153--2166, Nov 2018. [ DOI ]
[3] M. O’Connor, G. Zhang, W. B. Kleijn, and T. D. Abhayapala. Function splitting and quadratic approximation of the primal-dual method of multipliers for distributed optimization over graphs. IEEE Transactions on Signal and Information Processing over Networks, 4(4):656--666, Dec 2018. [ DOI ]
[4] Peng Xu, Qiyue Yin, Yongye Huang, Yi-Zhe Song, Zhanyu Ma, Liang Wang, Tao Xiang, W Bastiaan Kleijn, and Jun Guo. Cross-modal subspace learning for fine-grained sketch-based image retrieval. Neurocomputing, 278:75--86, 2018.
[5] T. W. Sherson, R. Heusdens, and W. B. Kleijn. Derivation and analysis of the primal-dual method of multipliers based on monotone operator theory. IEEE Transactions on Signal and Information Processing over Networks, pages 1--15, 2018. [ DOI ]
[6] Zhanyu Ma, Yuping Lai, W Bastiaan Kleijn, Yi-Zhe Song, Liang Wang, and Jun Guo. Variational Bayesian learning for Dirichlet process mixture of inverted Dirichlet distributions in non-Gaussian image feature modeling. IEEE transactions on neural networks and learning systems, (99):1--15, 2018.
[7] W Bastiaan Kleijn. Directional emphasis in ambisonics. IEEE Signal Processing Letters, 25(7):1079--1083, 2018.
[8] Muhammad Ghifary, David Balduzzi, W Bastiaan Kleijn, and Mengjie Zhang. Scatter component analysis: A unified framework for domain adaptation and domain generalization. IEEE transactions on pattern analysis and machine intelligence, 39(7):1414--1430, 2017.
[9] S. Saleem, Y.-C. Tzeng, W. B. Kleijn, and P.D. Teal. Detection of impaired sympathetic cerebrovascular control using functional biomarkers based on principal dynamic mode analysis. Frontiers in Physiology - Computational Physiology and Medicine, 7, 2017.
[10] Seyran Khademi, Richard C Hendriks, and W Bastiaan Kleijn. Intelligibility enhancement based on mutual information. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25(8):1694--1708, 2017.
[11] P. Mowlaee, M. Blass, and W. B. Kleijn. New results in modulation-domain single-channel speech enhancement. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 25(11):2125--2137, Nov 2017. [ DOI ]
[12] Gustav Eje Henter and W. Bastiaan Kleijn. Minimum entropy rate simplification of stochastic processes. Pattern Analysis and Machine Intelligence, IEEE Transactions on, pages 2487--2500, 2016.
[13] S. Saleem, P. D. Teal, W. B. Kleijn, P. N. Ainslie, and Y.-C. Tzeng. Identification of human sympathetic neurovascular control using multivariate wavelet decomposition analysis. Amer. J. Physiology; Heart & Circulatory Physiology, 311(3):837--848, 2016.
[14] W. B. Kleijn and R. C. Hendriks. A simple model of speech communication and its application to intelligibility enhancement. Signal Processing Letters, IEEE, 22(3):303--307, March 2015. [ DOI ]
[15] W. B. Kleijn, J. B. Crespo, R. C. Hendriks, P. Petkov, B. Sauert, and P. Vary. Optimizing speech intelligibility in a noisy environment: A unified view. Signal Processing Magazine, IEEE, 32(2):43--54, March 2015. [ DOI ]
[16] Feng Huang, Tan Lee, W. Bastiaan Kleijn, and Ying-Yee Kong. A method of speech periodicity enhancement using transform-domain signal decomposition. Speech Communication, 67:102--112, 2015.
[17] P. N. Petkov and W. B. Kleijn. Spectral dynamics recovery for enhanced speech intelligibility in noise. Audio, Speech, and Language Processing, IEEE/ACM Transactions on, 23(2):327--338, Feb 2015. [ DOI ]
[18] Feng Deng, Changchun Bao, and W. B. Kleijn. Sparse hidden Markov models for speech enhancement in non-stationary noise environments. Audio, Speech, and Language Processing, IEEE/ACM Transactions on, 23(11):1973--1987, Nov 2015. [ DOI ]
[19] Wenyu Jin and W. B. Kleijn. Theory and design of multizone soundfield reproduction using sparse methods. Audio, Speech, and Language Processing, IEEE/ACM Transactions on, 23(12):2343--2355, Dec 2015. [ DOI ]
[20] S. Saleem, P.D. Teal, W. B. Kleijn, T. O'Donnell, T. Witter, and Y.-C. Tzeng. Non-linear characterisation of cerebral pressure-flow dynamics in humans. PLoS ONE, 10(9), 2015. [ DOI ]
[21] Zhanyu Ma, Saikat Chatterjee, W. Bastiaan Kleijn, and Jun Guo. Dirichlet mixture modeling to estimate an empirical lower bound for LSF quantization. Signal Processing, 104:291 -- 295, 2014. [ DOI | http ]
[22] Jianghua Zhong, W. B. Kleijn, and Xiaoming Hu. Camera control in multi-camera systems for video quality enhancement. Sensors Journal, IEEE, 14(9):2955--2966, Sept 2014. [ DOI ]
[23] Z. Ma, A. Leijon, and W. B. Kleijn. Vector quantization of LSF parameters with a mixture of Dirichlet distributions. Audio, Speech, and Language Processing, IEEE Transactions on, 21(9):1777--1790, 2013. [ DOI ]
[24] K. Brandenburg, C. Faller, J. Herre, J.D. Johnston, and W. B. Kleijn. Perceptual coding of high-quality digital audio. Proceedings of the IEEE, 101(9):1905--1919, 2013. [ DOI ]
[25] L. J. Karam, W. B. Kleijn, and K. MacLean. Perception-based media processing [scanning the issue]. Proceedings of the IEEE, 101(9):1900--1904, 2013. [ DOI ]
[26] P. N. Petkov, G. E. Henter, and W. B. Kleijn. Maximizing phoneme recognition accuracy for enhanced speech intelligibility in noise. Audio, Speech, and Language Processing, IEEE Transactions on, 21(5):1035--1045, 2013. [ DOI ]
[27] Gustav Eje Henter and W. Bastiaan Kleijn. Picking up the pieces: Causal states in noisy data, and how to recover them. Pattern Recognition Letters, 34(5):587 -- 594, 2013. [ DOI | http ]
[28] Guoqiang Zhang, Richard Heusdens, and W. Bastiaan Kleijn. Large scale LP decoding with low complexity. IEEE Communications Letters, 17(11):2152--2155, 2013.
[29] Janusz Klejsa, Guoqiang Zhang, Minyue Li, and W. Bastiaan Kleijn. Multiple description distribution preserving quantization. IEEE Transactions on Signal Processing, 61(24):6410--6422, 2013.
[30] I. Mossavat, P. N. Petkov, W. B. Kleijn, and O. Amft. A hierarchical Bayesian approach to modeling heterogeneity in speech quality assessment. Audio, Speech, and Language Processing, IEEE Transactions on, 20(1):136 --146, jan. 2012. [ DOI ]
[31] E. Kozica and W. B. Kleijn. A quantization theoretic perspective on simulcast and layered multicast optimization. Networking, IEEE/ACM Transactions on, 20(2):585 --593, april 2012. [ DOI ]
[32] Guoqiang Zhang, J. Klejsa, and W. B. Kleijn. Optimal index assignment for multiple description scalar quantization with translated lattice codebooks. Signal Processing, IEEE Transactions on, 60(8):4444 --4451, aug. 2012. [ DOI ]
[33] Anders Ekman, Volodya Grancharov, and W. Bastiaan Kleijn. Double-ended quality assessment system for super-wideband speech. IEEE Trans. Audio, Speech and Language Processing, 196(3):558--569, November 2011. [ DOI ]
[34] S. Chatterjee and W. B. Kleijn. Auditory model-based design and optimization of feature vectors for automatic speech recognition. Audio, Speech, and Language Processing, IEEE Transactions on, 19(6):1813 --1825, August 2011. [ DOI ]
[35] A. Ozerov and W. B. Kleijn. Asymptotically optimal model estimation for quantization. IEEE Trans. Comm., 59(4):1031 --1042, April 2011. [ DOI ]
[36] Guoqiang Zhang, J. Ostergaard, J. Klejsa, and W. B. Kleijn. High-rate analysis of symmetric l-channel multiple description coding. Communications, IEEE Transactions on, 59(7):1846 --1856, july 2011. [ DOI ]
[37] Minyue Li, J. Klejsa, and W. B. Kleijn. Distribution preserving quantization with dithering and transformation. Signal Processing Letters, IEEE, 17(12):1014--1017, December 2010. [ DOI ]
[38] Christos Koniaris, Marcin Kuropatwinski, and W. Bastiaan Kleijn. Auditory-model based robust feature selection for speech recognition. J. Acoustical Soc. America, 127(2):EL73--EL79, February 2010.
[39] Jesus de Vicente Pena, Fernando Diaz-de-Maria, and W. Bastiaan Kleijn. The synergy between bounded-distance HMM and spectral subtraction for robust speech recognition speech communication. Speech Communication, 52:122--133, February 2010.
[40] Moo-Young Kim and W. Bastiaan Kleijn. Reduction of the impact of distortion outliers and source mismatch in resolution-constrained quantization. IEEE Trans. Audio, Speech and Language Processing, 18(6):1218--1227, 2010.
[41] Sriram Srinivasan, Kees Janse, Mattias Nilsson, and W. Bastiaan Kleijn. Two-channel speech denoising through minimum tracking. Electronics Letters, 46(2):1--2, January 2010. [ DOI ]
[42] Ruicong Zhi, Markus Flierl, Qiuqi Ruan, and W. Bastiaan Kleijn. Graph-preserving sparse non-negative matrix factorization with application to facial expression recognition. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 41(1):38--52, 2010. [ DOI ]
[43] Jan H. Plasberg and W. Bastiaan Kleijn. Feature selection under a complexity constraint. IEEE Trans. Multimedia, 11(3):565--571, April 2009.
[44] Konrad Hofbauer, Gernot Kubin, and W. Bastiaan Kleijn. Speech watermarking for analog flat-fading bandpass channels. IEEE Trans. Audio, Speech and Language Processing, 17:1624--1637, 2009.
[45] C. Feldbauer and W. B. Kleijn. Scalable coding with side information for packet loss recovery. IEEE Trans. Comm., 57(8):2309--2319, 2009.
[46] Nicolle H. van Schijndel, Julien Bensa, Mads G. Christensen, Catherine Colomes, Bernd Edler, Richard Heusdens, Jesper Jensen, Søren Holdt Jensen, W. Bastiaan Kleijn, Valery Kot, Balazs Kovesi, Jonas Lindblom, Dominique Massaloux, Omar A. Niamut, Fredrik Norden, Jan H. Plasberg, Renat Vafin, Steven van de Par, David Virette, and Oliver Wubbolt. Adaptive RD optimized hybrid sound coding. J. Audio Engineering Society, 56(10):787--809, October 2008.
[47] David Y. Zhao, W. Bastiaan Kleijn, Alexander Ypma, and Bert de Vries. On-line noise estimation using stochastic-gain HMM for speech enhancement. IEEE Trans. Audio, Speech and Language Processing, 16:835--846, May 2008.
[48] L. Anders Ekman, W. Bastiaan Kleijn, and Manohar N. Murthi. Regularized linear prediction of speech. IEEE Trans. Audio, Speech and Language Processing, 16(1):65--73, January 2008.
[49] Volodya Grancharov, Jan H. Plasberg, Jonas Samuelsson, and W. Bastiaan Kleijn. Generalized postfilter for speech quality enhancement. IEEE Trans. Audio, Speech and Language Processing, 16(1):57--64, January 2008.
[50] Mattias Nilsson and W. Bastiaan Kleijn. On the estimation of differential entropy from data located on embedded manifolds. IEEE Transactions on Information Theory, 53(7):2330--2341, July 2007.
[51] Barbara Resch, Mattias Nilsson, Anders Ekman, and W. Bastiaan Kleijn. Estimation of the instaneous pitch of speech. IEEE Trans. Audio Speech and Language Processing, 15(3):813--822, March 2007.
[52] David Y. Zhao and W. Bastiaan Kleijn. HMM-based gain-modeling for enhancement of speech in noise. IEEE Transactions on Acoustics, Speech, and Signal Processing, 15(3):882--892, March 2007.
[53] Sriram Srinivasan, Jonas Samuelsson, and W. Bastiaan Kleijn. Codebook-based Bayesian speech enhancement for nonstationary environments. IEEE Trans. Audio, Speech and Language Processing, 15:441--452, February 2007.
[54] Jan H. Plasberg and W. Bastiaan Kleijn. The sensitivity matrix: Using advanced auditory models in speech and audio processing. IEEE Transactions on Audio, Speech and Language Processing, 15:310--319, January 2007.
[55] Marcin Kuropatwinski and W. Bastiaan Kleijn. Estimation of the short-term predictor parameters of speech under noisy conditions. IEEE Trans. Speech Audio Processing, 14:1645--1655, September 2006.
[56] Moo Young Kim and W. Bastiaan Kleijn. Resolution-constrained quantization with JND based perceptual-distortion measures. IEEE Signal Processing Letters, 13(5):304--307, May 2006.
[57] Richard Heusdens, Jesper Jensen, W. Bastiaan Kleijn, Valery Kot, Omar A. Niamut, Steven van de Par, Nicolle H. van Schijndel, and Renat Vafin. Bit-rate scalable intra-frame sinusoidal audio coding based on rate-distortion optimisation. Journal of the Audio Engineering Society, 54(3):167--188, March 2006.
[58] Volodya Grancharov, David Y. Zhao, Jonas Lindblom, and W. Bastiaan Kleijn. Low complexity, non-intrusive speech quality assessment. IEEE Transactions on Speech and Audio Processing, pages 1948--1956, February 2006.
[59] R. Vafin and W. B. Kleijn. Rate-distortion optimized quantization in multistage audio coding. 14(1):311--320, 2006.
[60] S. Srinivasan, R. Aichner, W. B. Kleijn, and W. Kellermann. Multi-channel parametric speech enhancement. IEEE Signal Processing Letters, 13(5):304--307, 2006.
[61] M-Y. Kim and W. B. Kleijn. Comparative rate-distortion performance of multiple description coding for real-time audio-visual communication over the internet. IEEE Transactions on Communications, 54(4):625--636, 2006.
[62] Volodya Grancharov, Jonas Samuelsson, and W. Bastiaan Kleijn. On causal algorithms for speech enhancement. IEEE Trans. Speech Audio Processing, 14(3):764--773, 2006.
[63] H. Pobloth, R. Vafin, and W. B. Kleijn. Multi-variate block polar quantization. IEEE Trans. Communications, 53(12):2043--2053, December 2005.
[64] Renat Vafin, Deep Prakash, and W. Bastiaan Kleijn. On frequency quantization in sinusoidal audio coding. IEEE Signal Processing Letters, 12(3):210--213, March 2005.
[65] Renat Vafin and W. Bastiaan Kleijn. Entropy-constrained polar quantization and its application to audio coding. IEEE Transactions on Speech and Audio Processing, 13(2):220--232, March 2005.
[66] S. Srinivasan, J. Samuelsson, and W. B. Kleijn. Codebook driven short-term predictor parameter estimation for speech enhancement. 14(1):163--176, 2005.
[67] C. Feldbauer, G. Kubin, and W. B. Kleijn. Anthropomorphic coding of speech and audio: a model inversion approach. EURASIP J. Applied Signal Processing, 2005(9):1334--1349, 2005.
[68] Moo Young Kim and W. Bastiaan Kleijn. KLT-based adaptive classified vector quantization of the speech signal. 12(3):277--289, 2004.
[69] T. Bäckström, P. Alku, T. Paatero, and W. B. Kleijn. A time domain interpretation for the LSP decomposition. 12(6):554--560, 2004.
[70] H. Pobloth and W. B. Kleijn. Squared error as a measure of perceived phase distortion. 114(2):1081 -- 1094, August 2003.
[71] Y. Hiwasaki and W. B. Kleijn. On auditory processing of aperiodic signals. Trans. Tech. Comm. Psychol. Physiol. Acoust., The Acoustical Society of Japan, 33(9):615--621, 2003.
[72] W. B. Kleijn, T. Backstrom, and P. Alku. On line spectral frequencies. 10(3):75--77, 2003.
[73] W. B. Kleijn. Signal processing representations of speech. IEICE Trans. Inf. & Systems, 86-D(3):357--376, 2003. Invited paper.
[74] R. Heusdens, R. Vafin, and W. B. Kleijn. Sinusoidal modeling using psychoacoustic-adaptive matching pursuits. 9(8):262--265, 2002.
[75] M. Faundez, S. McLaughlin, A. Esposito, A. Hussain, J. Schoentgen, G. Kubin, W. B. Kleijn, and P. Maragos. Nonlinear speech processing: overview and applications. Int. J. Control Intelligent Syst., 30(1):1--10, 2002.
[76] J. Skoglund and W. B. Kleijn. On time-frequency masking in voiced speech. 8(4):361--369, 2000.
[77] W. B. Kleijn and R. Hagen. On memoryless quantization in speech coding. IEEE Signal Processing Lett., 3(8):228--230, 1996.
[78] W. B. Kleijn, R. P. Ramachandran, and P. Kroon. Interpolation of the pitch-predictor parameters in analysis-by-synthesis speech coders. IEEE Trans. Speech Audio Process., 2(1):42--54, 1994.
[79] W. B. Kleijn, P. Kroon, and D. Nahumi. The RCELP speech coding algorithm. European Trans. on Telecomm., 4(5):573--582, 1994.
[80] W. B. Kleijn and J. Haagen. Transformation and decomposition of the speech signal for coding. IEEE Signal Processing Lett., 1(9):136--138, 1994.
[81] W. B. Kleijn. On the periodicity of speech coded with linear-prediction based analysis-by-synthesis coders. IEEE Trans. Speech and Audio Process., 2(4):539--542, 1994.
[82] G. R. Rahim, C. C. Goodyear, W. B. Kleijn, J. Schroeter, and M. M. Sondhi. On the use of neural networks in articulatory speech synthesis. J. Acoust. Soc. Amer., 2(93):1109--1121, 1993.
[83] W. B. Kleijn. Encoding speech using prototype waveforms. IEEE Trans. Speech and Audio Process., 1(4):386--399, 1993.
[84] W. B. Kleijn and R. A. Sukkar. Efficient channel coding for CELP using source information. Speech Communication, 11:547--566, 1992.
[85] W. B. Kleijn and W. Granzow. Methods for waveform interpolation in speech coding. Digital Signal Process., 1(4):215--230, 1991.
[86] W. B. Kleijn, D. J. Krasinski, and R. H. Ketchum. Fast methods for the CELP speech coding algorithm. IEEE Trans. Acoust. Speech Signal Process., 38(8):1330--1342, 1990.
[87] W. B. Kleijn, D. J. Krasinski, and R. H. Ketchum. An efficient stochastically excited linear predictive coding algorithm for high quality low bit rate transmission of speech. Speech Communication, 7:305--316, 1988.
[88] W. B. Kleijn and L. J. Bruner. Chemical and solvent effects on interaction of tetraphenylborate with lipid bilayer membranes. Biochimica et Biophysica Acta, 769:33--40, 1984.
[89] W. B. Kleijn and J. D. Oster. Effects of permanent charge on the electrical double-layer properties of clays and oxides. Soil Science Society America J., 47(4):821--827, 1983.
[90] W. B. Kleijn, L. J. Bruner, M. M. Midland, and J. Wisniewski. Hydrophobic ion probe studies of membrane dipole potentials. Biochimica et Biophysica Acta, 727:357--366, 1983.
[91] W. B. Kleijn and L. J. Bruner. Derivation of the Poisson-Boltzmann equation by minimization of the Helmholtz free energy using a variational principle. J. Colloid Interface Science, 96(1):20--27, 1983.
[92] W. B. Kleijn and L. J. Bruner. The influence of hydrophobic ions and dipolar molecules on the electrostatic barrier in biomembranes. J. Theoretical Biology, 100:139--152, 1983.
[93] W. B. Kleijn and J. D. Oster. A model of clay swelling and tactoid formation. Clays and Clay Minerals, 30(5):383--390, 1982.
[94] W. B. Kleijn, J. D. Oster, and N. Cook. A rainfall simulator with nonrepetitious movement of the drop outlets. Soil Science Society America J., 43(6):1248--1251, 1979.