Sorted by Year

A slightly expanded list sorted by type of publications is also available in pdf format. Look here for futher information regarding the Inference in HMMs book written with Eric Moulines and Tobias Rydén.

You may also want to check G Scholar, dblp, M Academic or MathSciNet (subscription required).

The full text of most recent works is available from arXiv et aussi depuis l'archive HAL.

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  • N. Seichepine, S. Essid, C. Févotte, and O. Cappé. Soft nonnegative matrix co-factorization. IEEE Trans. Signal Process., 62(2):5940–5949, 2014.
  • E. Kaufmann, O. Cappé, and A. Garivier. On the complexity of A/B testing. In Conf. Learning Theory (COLT), Barcelona, Spain, June 2014.
  • N. Seichepine, S. Essid, C. Févotte, and O. Cappé. Piecewise constant nonnegative matrix factorization. In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Florence, May 2014.
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  • O. Cappé, A. Garivier, O-A. Maillard, R. Munos, and G. Stoltz. Kullback-Leibler upper confidence bounds for optimal sequential allocation. Ann. Statist., 41(3):1516–1541, 2013. (DOI)
  • Z. Harchaoui, F. Bach, O. Cappé, and E. Moulines. Kernel-based methods for hypothesis testing. IEEE Signal Processing Mag., 30:87–97, July 2013. (DOI)
  • A. Roodaki, R. Bardenet, O. Cappé, and B. Kégl. Detection and estimation of high energy physical particles using monte carlo methods. In Colloque du GRETSI, Brest, France, septembre 2013.
  • N. Seichepine, S. Essid, C. Févotte, and O. Cappé. Co-factorisation douce en matrices non-négatives ; application au regroupement multimodal de locuteurs. In Colloque du GRETSI, Brest, France, septembre 2013.
  • N. Seichepine, S. Essid, C. Févotte, and O. Cappé. Soft nonnegative matrix co-factorization with application to multimodal speaker diarization. In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Vancouver, May 2013.
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  • O. Cappé, A. Guillin, J-M. Marin, and C. P. Robert. Population Monte Carlo. J. Comput. Graph. Statist., 13(4):907–929, 2004. (DOI)
  • F. Clérot, F. Fessant, O. Collin, O. Cappé, and E. Moulines. A simple mixture model for unsupervised text categorisation. In Fifth International Conference on Data Mining, Malaga, Spain, September 15–17 2004.
  • F. Clérot, O. Collin, O. Cappé, and E. Moulines. Le modèle "monomaniaque": un modèle statistique simple pour l'analyse exploratoire d'un corpus de textes. In Colloque international sur la Fouille de Texte (CIFT), La Rochelle, 22–24 juin 2004.
  • G. Richard and O. Cappé. Synthèse de la parole à partir du texte. In Traité Informatique, H 7 288. Techniques de l'ingénieur, 2004.
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  • O. Cappé, A. Doucet, M. Lavielle, and E. Moulines. Simulation-based methods for blind maximum-likelihood filter identification. Signal Processing, 73(1–2):3–25, 1999.
  • K. Abed-Meraim, V. Buchoux, O. Cappé, and E. Moulines. Iterative turbo decoding using gibbs sampling. In International Conference on Information, Communications and Signal Processing (ICICS), Singapore, December 7–10 1999.
  • S. Dubost and O. Cappé. Analysis and enhancement of locally harmonic signals using adaptive multi-kernel methods. In IEEE Workshop App. Signal Process. Audio Acoust. (WASPA), October 1999.
  • V. Buchoux, E. Moulines, O. Cappé, and A. Gorokhov. Semi-blind subspace techniques for digital communication systems. In Proc. IEEE SPAWC Workshop, 1999.
  • S. Dubost and O. Cappé. Estimation adaptative de signaux localement harmoniques. In Colloque du GRETSI, Vannes, France, septembre 1999.
  • V. Buchoux, E. Moulines, O. Cappé, and A. Gorokhov. Estimation semi-autodidacte par méthode sous-espace pour systèmes de réception multicapteurs. In Colloque du GRETSI, Vannes, France, septembre 1999.
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  • V. Buchoux, L. Perros-Meilhac, O. Cappé, and E. Moulines. Blind and semi-blind equalization: methods and algorithms. Annales des Télécommunications, 53(11–12):449–465, 1998.
  • Y. Stylianou, O. Cappé, and E. Moulines. Continuous probabilistic transform for voice conversion. IEEE Trans. Speech Audio Process., 6(2):131–142, March 1998.
  • O. Cappé, C. Mokbel, D. Jouvet, and E. Moulines. An algorithm for maximum likelihood estimation of hidden Markov models with unknown state-tying. IEEE Trans. Speech Audio Process., 6(1):61–70, January 1998.
  • S. Godsill, P. Rayner, and O. Cappé. Digital audio restoration. In M. Kahrs and K. Brandenburg, editors, Applications of Signal Processing to Audio and Acoustics. Kluwer Academic Publishers, 1998.
  • G. Fort, O. Cappé, E. Moulines, and P. Soulier. Optimization via simulation for maximum likelihood estimation in incomplete data models. In IEEE Workshop Statist. Signal Array Process., pages 80–83, 1998.
  • O. Cappé, R. Douc, E. Moulines, and C. Robert. Bayesian analysis of overdispersed count data with application to teletraffic monitoring. In R. Payne and P. Green, editors, Proceedings in Computational Statistics (COMPSTAT), pages 215–220. Physica-Verlag, 1998.
  • O. Cappé, V. Buchoux, and E. Moulines. Quasi-Newton method for maximum likelihood estimation of hidden Markov models. In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), pages IV–2265–IV–2268, Seattle, US, May 1998.
  • G. Fay, E. Moulines, O. Cappé, and F. Bimbot. Polynomial quasi-harmonic models for speech analysis and synthesis. In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), pages II–865–II–868, Seattle, US, May 1998.
  • Y. Stylianou and O. Cappé. A system for voice conversion based on probabilistic classification and a harmonic plus noise model. In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), pages I–281–I--284, Seattle, US, May 1998.
  • O. Cappé. dcv: A set of matlab functions for blind deconvolution of discrete signals, November 1998.
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  • O. Cappé, M. Oudot, and E. Moulines. Spectral envelope estimation using a penalized likelihood criterion. In IEEE Workshop App. Signal Process. Audio Acoust. (WASPA), Mohonk, October 1997.
  • M. Oudot, O. Cappé, and E. Moulines. Robust estimation of the spectral envelope for ``harmonics + noise'' models. In IEEE Workshop on speech coding, Pocono Manor, September 1997.
  • V. Buchoux, O. Cappé, E. Moulines, and S. Mayrargue. On the feasability of the blind and the semi-blind techniques in digital communication systems. In COST 254 Workshop on Emerging Techniques for Communication Terminals, Toulouse, July 1997.
  • M. Oudot, O. Cappé, and E. Moulines. Estimation robuste de l'enveloppe spectrale d'un signal harmonique bruité. In Colloque du GRETSI, Grenoble, France, septembre 1997.
  • M. Charbit and O. Cappé. Restauration d'enregistrements sonores anciens. REE Revue de l'Electricité et de l'Electronique, (6):40–43, juin 1997.
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  • O. Cappé. Enhancement of musical signals degraded by background noise, using long-term behavior of the short-term spectral components. In IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), pages I–217–I--220, Minneapolis, US, April 1993.
  • O. Cappé. Techniques de réduction de bruit pour la restauration d'enregistrements musicaux. Thèse, Ecole Nationale Supérieure des Télécommunications, septembre 1993.
  • O. Cappé. Techniques de restauration d'enregistrements historiques de flamenco. In XXIème Congrès d'Art Flamenco, pages 245–248, Paris, France, septembre 1993.
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  • O. Cappé and A. Chaigne. Perceptual effects of noise disturbances on phase spectrum in STFT analysis/synthesis procedures. application to restoration processes. In IEEE Workshop App. Signal Process. Audio Acoust. (WASPA), October 1991.
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