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Identité
Nancy BERTIN
État académique
Thèse soutenue le 2009-10-02
Sujet: Les factorisations en matrices non négatives. Approches contraintes et probabilistes, application à la transcription automatique de musique polyphonique
Laboratoire:
Voisinage
Ellipse bleue: doctorant, ellipse jaune: docteur, rectangle vert: permanent, rectangle jaune: HDR. Trait vert: encadrant de thèse, trait bleu: directeur de thèse, pointillé: jury d'évaluation à mi-parcours ou jury de thèse.
Productions scientifiques
NB:WASPAA-09
Fast bayesian NMF algorithms enforcing harmonicity and temporal continuity in polyphonic music transcription
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, USA, pp. 29--32 2009-10
NB:ICASSP-09
A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP'09), Taipei, Taiwan, pp. 1545--1548 2009-04
Conference:Schutz-17/05/2008
Piano "Forte Pedal" analysis and detection
Piano "Forte Pedal" analysis and detection, 124th Audio engineering convention, May 17--20, 2008, Amsterdam, The Netherlands 17/05/2008
CF:NECO-08
Nonnegative matrix factorization with the Itakura-Saito divergence. With application to music analysis
Neural Computation, Vol. 21, No. 3 2009
RB:TNN-10
Stability analysis of multiplicative update algorithms and application to non-negative matrix factorization
IEEE Transactions on Neural Networks, Vol. 21, No. 12, pp. 1869--1881 2010
EV:TASLP-09
Adaptive harmonic spectral decomposition for multiple pitch estimation
IEEE Transactions on Audio, Speech and Language Processing, Vol. 18, No. 3, pp. 528--537 2010
NB:TASLP-09
Enforcing Harmonicity and Smoothness in Bayesian Non-negative Matrix Factorization Applied to Polyphonic Music Transcription
IEEE Transactions on Audio, Speech and Language Processing, Vol. 18, No. 3, pp. 538--549 2010
Soutenance
Thèse: Les factorisations en matrices non négatives. Approches contraintes et probabilistes, application à la transcription automatique de musique polyphonique
Soutenance: 2009-10-02