selected publications

• academic article

  • Multichannel High-Resolution NMF for Modeling Convolutive Mixtures of Non-Stationary Signals in the Time-Frequency Domain.  IEEE/ACM Transactions on Audio Speech and Language Processing.  22:1670-1680. 2014
  • Including parametric models in spectrogram decomposition..  The Journal of the Acoustical Society of America.  128:2310-2310. 2010
  • Multipitch Estimation of Piano Sounds Using a New Probabilistic Spectral Smoothness Principle.  IEEE Transactions on Audio Speech and Language Processing.  18:1643-1654. 2009
  • Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity.  Pattern Recognition Letters.  31:1498-1506. 2009

• chapter

  • Informed Source Separation Using Latent Components.  Lecture notes in computer science. 498-505. 2010

• conference paper

  • Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo.  HAL (Le Centre pour la Communication Scientifique Directe). 2016
  • Common fate model for unison source separation.  . 126-130. 2016
  • Cauchy nonnegative matrix factorization.  . 1-5. 2015
  • Multichannel audio source separation with probabilistic reverberation modeling.  . 1-5. 2015
  • Phase reconstruction of spectrograms based on a model of repeated audio events.  . 1-5. 2015
  • Phase reconstruction of spectrograms with linear unwrapping: Application to audio signal restoration.  . 1-5. 2015
  • Generalized Wiener filtering with fractional power spectrograms.  . 266-270. 2015
  • Phase recovery in NMF for audio source separation: An insightful benchmark.  . 81-85. 2015
  • Singing voice detection with deep recurrent neural networks.  . 121-125. 2015
  • Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching.  IEEE International Conference on Acoustics Speech and Signal Processing. 405-408. 2010
  • NMF with time-frequency activations to model non stationary audio events.  IEEE International Conference on Acoustics Speech and Signal Processing. 445-448. 2010

• document

  • Nonnegative Matrix Factorization.  . 131-160. 2018