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Supervised Separation of Speech from Background Piano Music using a Nonnegative Matrix Factorization Approach.

A. Martinez-Colón, F. Cañadas-Quesada, P. Vera-Candeas, N. Ruiz-Reyes, and F. Moreno-Fuentes. STAIRS, volume 264 of Frontiers in Artificial Intelligence and Applications, page 181-190. IOS Press, (2014)

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Percussive/harmonic sound separation by non-negative matrix factorization with smoothness/sparseness constraints.F. Cañadas-Quesada, P. Vera-Candeas, N. Ruiz-Reyes, J. Carabias-Orti, and P. Molero. EURASIP J. Audio, Speech and Music Processing, (2014)Music Scene-Adaptive Harmonic Dictionary for Unsupervised Note-Event Detection.J. Carabias-Orti, P. Vera-Candeas, F. Cañadas-Quesada, and N. Ruiz-Reyes. IEEE Trans. Audio, Speech & Language Processing, 18 (3): 473-486 (2010)Multichannel Blind Music Source Separation Using Directivity-Aware MNMF With Harmonicity Constraints.A. Muñoz-Montoro, J. Carabias-Orti, P. Molero, F. Cañadas-Quesada, and N. Ruiz-Reyes. IEEE Access, (2022)An Audio to Score Alignment Framework Using Spectral Factorization and Dynamic Time Warping.J. Carabias-Orti, F. Rodríguez-Serrano, P. Vera-Candeas, N. Ruiz-Reyes, and F. Cañadas-Quesada. ISMIR, page 742-748. (2015)A High Resolution Pursuit-based approach for detecting ultrasonic flaw echoes.N. Ruiz-Reyes, P. Vera-Candeas, J. Curpián-Alonso, and F. Cañadas-Quesada. EUSIPCO, page 1-5. IEEE, (2006)New algorithm based on spectral distance maximization to deal with the overlapping partial problem in note-event detection.N. Ruiz-Reyes, P. Vera-Candeas, F. Cañadas-Quesada, and J. Carabias-Orti. Signal Processing, 89 (8): 1653-1660 (2009)Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing.E. Gómez, F. Cañadas-Quesada, J. Salamon, J. Bonada, P. Candea, and P. Molero. ISMIR, page 601-606. FEUP Edições, (2012)Improving multiple-F0 estimation by onset detection for polyphonic music transcription.F. Cañadas-Quesada, F. Rodríguez-Serrano, P. Vera-Candeas, N. Ruiz-Reyes, and J. Carabias-Orti. MMSP, page 7-12. IEEE, (2010)Polyphonic transcription based on temporal evolution of spectral similarity of gaussian mixture models.F. Cañadas-Quesada, P. Vera-Candeas, N. Ruiz-Reyes, and J. Carabias-Orti. EUSIPCO, page 10-14. IEEE, (2009)New speech/music discrimination approach based on fundamental frequency estimation.N. Ruiz-Reyes, P. Vera-Candeas, J. Expósito, S. Galán, and F. Cañadas-Quesada. Multimedia Tools Appl., 41 (2): 253-286 (2009)