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Performance measurement in blind audio source separation
- E. Vincent, R. Gribonval, C. Févotte
- Computer ScienceIEEE Transactions on Audio, Speech, and Language…
- 1 July 2006
TLDR
Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis
- C. Févotte, N. Bertin, Jean-Louis Durrieu
- Computer ScienceNeural Computation
- 1 March 2009
TLDR
Algorithms for Nonnegative Matrix Factorization with the β-Divergence
- C. Févotte, J. Idier
- Computer ScienceNeural Computation
- 1 September 2011
This letter describes algorithms for nonnegative matrix factorization (NMF) with the β-divergence (β-NMF). The β-divergence is a family of cost functions parameterized by a single shape parameter β…
Multichannel Nonnegative Matrix Factorization in Convolutive Mixtures for Audio Source Separation
- A. Ozerov, C. Févotte
- Computer ScienceIEEE Transactions on Audio, Speech, and Language…
- 1 March 2010
We consider inference in a general data-driven object-based model of multichannel audio data, assumed generated as a possibly underdetermined convolutive mixture of source signals. We work in the…
BSS_EVAL Toolbox User Guide -- Revision 2.0
- C. Févotte, R. Gribonval, E. Vincent
- Economics
- 2005
TLDR
Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals
- Jean-Louis Durrieu, G. Richard, B. David, C. Févotte
- Computer ScienceIEEE Transactions on Audio, Speech, and Language…
- 1 March 2010
TLDR
Nonlinear Hyperspectral Unmixing With Robust Nonnegative Matrix Factorization
- C. Févotte, N. Dobigeon
- Computer ScienceIEEE Transactions on Image Processing
- 22 January 2014
TLDR
Automatic Relevance Determination in Nonnegative Matrix Factorization with the-Divergence
- V. Tan, C. Févotte
- Computer Science
- 2011
TLDR
Algorithms for nonnegative matrix factorization with the beta-divergence
- C. Févotte, J. Idier
- Computer ScienceArXiv
- 8 October 2010
This paper describes algorithms for nonnegative matrix factorization (NMF) with the beta-divergence (beta-NMF). The beta-divergence is a family of cost functions parametrized by a single shape…
Proposals for Performance Measurement in Source Separation
- R. Gribonval, E. Vincent, C. Févotte, L. Benaroya, I. Stravinsky
- Computer Science
- 1 April 2003
TLDR
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