Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values, Environmetrics, vol.18, issue.2, pp.111-126, 1994. ,
DOI : 10.1002/env.3170050203
Learning the Parts of Objects by Non-Negative Matrix Factorization, Nature, vol.401, issue.6755, pp.788-791, 1999. ,
Algorithms for Non-Negative Matrix Factorization, Advances in Neural Information Processing Systems, pp.556-562, 2001. ,
Real-Time Pitch Determination of One or More Voices by Nonnegative Matrix Factorization, Advances in Neural Information Processing Systems, pp.1233-1240, 2005. ,
Nonnegative Matrix Factorization for Real Time Musical Analysis and Sight-Reading Evaluation, 33rd IEEE International Conference on Acoustics, Speech and Signal Processing, pp.2017-2020, 2008. ,
Drum Transcription with Non-Negative Spectrogram Factorisation, 13th European Signal Processing Conference, 2005. ,
Non-Negative Matrix Division for the Automatic Transcription of Polyphonic Music, 9th International Conference on Music Information Retrieval, pp.544-549, 2008. ,
Realtime Multiple Pitch Observation Using Sparse Non-Negative Constraints, 7th International Conference on Music Information Retrieval, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-00723223
Realtime Multiple-Pitch and Multiple-Instrument Recognition for Music Signals Using Sparse Non-Negative Constraints, 10th International Conference on Digital Audio Effects, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00839069
Convex Optimization, 2004. ,
Nonnegative matrix factorization with quadratic programming, Neurocomputing, vol.71, issue.10-12, pp.10-12, 2008. ,
DOI : 10.1016/j.neucom.2007.01.013
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.330.9031
Multiplicative Updates for Nonnegative Quadratic Programming, Neural Computation, vol.39, issue.8, pp.2004-2031, 2007. ,
DOI : 10.1080/10556780512331318182
Robust and efficient estimation by minimising a density power divergence, Biometrika, vol.85, issue.3, pp.549-559, 1998. ,
DOI : 10.1093/biomet/85.3.549
Robustifying Maximum Likelihood Estimation, Institute of Statistical Mathematics, 2001. ,
Discovering Speech Phones Using Convolutive Non-Negative Matrix Factorisation with a Sparseness Constraint, Neurocomputing, vol.72, pp.1-3, 2008. ,
On the use of the beta divergence for musical source separation, IET Irish Signals and Systems Conference (ISSC 2009), 2009. ,
DOI : 10.1049/cp.2009.1711
Adaptive Harmonic Spectral Decomposition for Multiple Pitch Estimation, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.3, 2010. ,
DOI : 10.1109/TASL.2009.2034186
URL : https://hal.archives-ouvertes.fr/inria-00544094
Time-Dependent Parametric and Harmonic Templates in Non-Negative Matrix Factorization, 13th International Conference On Digital Audio Effects, pp.246-253, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00945292
NMF With Time–Frequency Activations to Model Nonstationary Audio Events, IEEE Transactions on Audio, Speech, and Language Processing, vol.19, issue.4, pp.744-753, 2011. ,
DOI : 10.1109/TASL.2010.2062506
Convergence-Guaranteed Multiplicative Algorithms for Nonnegative Matrix Factorization with ?-Divergence, IEEE International Workshop on Machine Learning for Signal Processing, pp.283-288, 2010. ,
Algorithms for Nonnegative Matrix Factorization with the ??-Divergence, Neural Computation, vol.11, issue.9, pp.2421-2456, 2011. ,
DOI : 10.1109/TASL.2009.2034186
Stability Analysis of Multiplicative Update Algorithms and Application to Nonnegative Matrix Factorization, IEEE Transactions on Neural Networks, vol.21, issue.12, pp.1869-1881, 2010. ,
DOI : 10.1109/TNN.2010.2076831
URL : https://hal.archives-ouvertes.fr/inria-00555984
Real-Time Polyphonic Music Transcription with Non-Negative Matrix Factorization and Beta-Divergence, 11th International Society for Music Information Retrieval Conference, pp.489-494, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00708682
Algorithms and applications for approximate nonnegative matrix factorization, Computational Statistics & Data Analysis, vol.52, issue.1, pp.155-173, 2007. ,
DOI : 10.1016/j.csda.2006.11.006
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.1963
Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-Way Data Analysis and Blind Source Separation, 2009. ,
DOI : 10.1002/9780470747278
Polyphonic Music Transcription by Non-Negative Sparse Coding of Power Spectra, 5th International Conference on Music Information Retrieval, pp.318-325, 2004. ,
Non-negative matrix factorization for polyphonic music transcription, 2003 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (IEEE Cat. No.03TH8684), pp.177-180, 2003. ,
DOI : 10.1109/ASPAA.2003.1285860
Analysis of Polyphonic Audio Using Source-Filter Model and Non-Negative Matrix Factorization, Neural Information Processing Systems Workshop on Advances in Models for Acoustic Processing, 2006. ,
Multipitch analysis with Harmonic Nonnegative Matrix Approximation, 8th International Conference on Music Information Retrieval, pp.381-386, 2007. ,
Non-Negative Matrix Factorization with Selective Sparsity Constraints for Transcription of Bell Chiming Recordings, 6th Sound and Music Computing Conference, pp.137-142, 2009. ,
Multi-voice polyphonic music transcription using eigeninstruments, 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2009. ,
DOI : 10.1109/ASPAA.2009.5346514
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.149.3139
Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis, Neural Computation, vol.14, issue.3, pp.793-830, 2009. ,
DOI : 10.1016/j.sigpro.2007.01.024
Itakura-Saito Nonnegative Factorizations of the Power Spectrogram for Music Signal Decomposition, Machine Audition: Principles, Algorithms and Systems, pp.266-296, 2010. ,
DOI : 10.4018/978-1-61520-919-4.ch011
A tempering approach for Itakura-Saito non-negative matrix factorization. With application to music transcription, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.1545-1548, 2009. ,
DOI : 10.1109/ICASSP.2009.4959891
URL : https://hal.archives-ouvertes.fr/hal-00945283
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, issue.3, pp.538-549, 2010. ,
DOI : 10.1109/TASL.2010.2041381
URL : https://hal.archives-ouvertes.fr/inria-00557088
Probabilistic Latent Variable Models as Nonnegative Factorizations, Computational Intelligence and Neuroscience, vol.59, issue.7, p.2008, 2008. ,
DOI : 10.1038/381607a0
Sparse and shift-invariant feature extraction from non-negative data, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.2069-2072, 2008. ,
DOI : 10.1109/ICASSP.2008.4518048
Relative pitch estimation of multiple instruments, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.313-316, 2009. ,
DOI : 10.1109/ICASSP.2009.4959583
Transcribing Multi-Instrument Polyphonic Music With Hierarchical Eigeninstruments, IEEE Journal of Selected Topics in Signal Processing, vol.5, issue.6, pp.1159-1169, 2011. ,
DOI : 10.1109/JSTSP.2011.2162395
Scale-invariant probabilistic latent component analysis, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011. ,
DOI : 10.1109/ASPAA.2011.6082265
URL : https://hal.archives-ouvertes.fr/hal-00960765
Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA, 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.401-404, 2011. ,
DOI : 10.1109/ICASSP.2011.5946425
Multiple-Instrument Polyphonic Music Transcription Using a Convolutive Probabilistic Model, 8th Sound and Music Computing Conference, pp.19-24, 2011. ,
Measuring Sparseness of Noisy Signals, 4th International Symposium on Independent Component Analysis and Blind Signal Separation, pp.125-130, 2003. ,
Non-Negative Matrix Factorization with Sparseness Constraints, Journal of Machine Learning Research, vol.5, pp.1457-1469, 2004. ,
Sparse coding and NMF, 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541), pp.2529-2533, 2004. ,
DOI : 10.1109/IJCNN.2004.1381036
Non-negative sparse coding, Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, pp.557-565, 2002. ,
DOI : 10.1109/NNSP.2002.1030067
URL : http://arxiv.org/abs/cs/0202009
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming, Journal of Machine Learning Research, vol.7, pp.1385-1407, 2006. ,
Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria, IEEE Transactions on Audio, Speech and Language Processing, vol.15, issue.3, pp.1066-1074, 2007. ,
DOI : 10.1109/TASL.2006.885253
A Generalized Divergence Measure for Nonnegative Matrix Factorization, Neural Computation, vol.39, issue.3, pp.780-791, 2007. ,
DOI : 10.1162/089976602320264033
Computational Auditory Scene Analysis: Principles, Algorithms and Applications, 2006. ,
DOI : 10.1109/9780470043387
Signal Processing Methods for Music Transcription, 2006. ,
DOI : 10.1007/0-387-32845-9
URL : https://hal.archives-ouvertes.fr/inria-00120226
Evaluation of Multiple-F0 Estimation and Tracking Systems, 10th International Society for Music Information Retrieval Conference, pp.315-320, 2009. ,
Multipitch Estimation of Piano Sounds Using a New Probabilistic Spectral Smoothness Principle, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.6, pp.1643-1654, 2010. ,
DOI : 10.1109/TASL.2009.2038819
URL : https://hal.archives-ouvertes.fr/inria-00510392
Multiple Fundamental Frequency Estimation and Polyphony Inference of Polyphonic Music Signals, IEEE Transactions on Audio, Speech, and Language Processing, vol.18, issue.6, pp.1116-1126, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-01106539
RWC Music Database: Popular, Classical, and Jazz Music Databases, 3rd International Conference on Music Information Retrieval, pp.287-288, 2002. ,
Gaussian modeling of mixtures of non-stationary signals in the Time-Frequency domain (HR-NMF), 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp.253-256, 2011. ,
DOI : 10.1109/ASPAA.2011.6082264
URL : https://hal.archives-ouvertes.fr/hal-00945270
Non-negative Hidden Markov Modeling of Audio with Application to Source Separation, 9th International Conference on Latent Variable Analysis and Signal Separation, pp.140-148, 2010. ,
DOI : 10.1007/978-3-642-15995-4_18
Nonnegative Matrix Factorization with Markov-Chained Bases for Modeling Time-Varying Patterns in Music Spectrograms, 9th International Conference on Latent Variable Analysis and Signal Separation, pp.149-156, 2010. ,
DOI : 10.1007/978-3-642-15995-4_19
A temporally-constrained convolutive probabilistic model for pitch detection, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp.133-136, 2011. ,
DOI : 10.1109/ASPAA.2011.6082270