Dionyssos Kounades-Bastian


[2014-2017] PhD


I am actively involved in co-supervising Dionyssos‘s PhD. We are doing many interesting things in sound source modeling and separation. In particular the separation of moving sources and low-rank parameter sound source modeling. Related publications are: [1, 2, 3], including a Best Student Paper Award.

  1. D. Kounades-Bastian, L. Girin, X. Alameda-Pineda, S. Gannot, and R. Horaud, “A Variational EM Algorithm for the Separation of Moving Sound Sources,” in IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015. [ bib pdf ] Award Best Student Paper Award
    @inproceedings{Kounades-WASPAA-2015,
      TITLE = {{A Variational EM Algorithm for the Separation of Moving Sound Sources}},
      AUTHOR = {Kounades-Bastian, Dionyssos and Girin, Laurent and Alameda-Pineda, Xavier and Gannot, Sharon and Horaud, Radu},
      BOOKTITLE = {{IEEE Workshop on Applications of Signal Processing to Audio and Acoustics}},
      YEAR = {2015},
      award={Best Student Paper Award},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Kounades-WASPAA-2015.pdf}
    }
  2. D. Kounades-Bastian, L. Girin, X. Alameda-Pineda, S. Gannot, and R. Horaud, “An inverse-gama source variance prior with factorized parametrization for audio source separation,” in IEEE International Conference on Audio, Speech and Signal Processing, 2016. [ bib pdf ]
    @inproceedings{Kounades-ICASSP-2016,
      TITLE = {An inverse-gama source variance prior with factorized parametrization for audio source separation},
      AUTHOR = {Kounades-Bastian, Dionyssos and Girin, Laurent and Alameda-Pineda, Xavier and Gannot, Sharon and Horaud, Radu},
      BOOKTITLE = {IEEE International Conference on Audio, Speech and Signal Processing},
      YEAR = {2016},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Kounades-ICASSP-2016.pdf}
    }
  3. D. Kounades-Bastian, L. Girin, X. Alameda-Pineda, S. Gannot, and R. Horaud, “A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 24, iss. 8, pp. 1408-1423, 2016. [ bib pdf arxiv ]
    @article{Kounades-TASLP-2016,
      title={A Variational {EM} Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures},
      author = {Dionyssos Kounades-Bastian and Laurent Girin and Xavier Alameda-Pineda and Sharon Gannot and Radu Horaud},
      journal = {IEEE/ACM Transactions on Audio, Speech and Language Processing},
      year = {2016},
      url = {http://arxiv.org/abs/1510.04595},
      arxiv = {http://arxiv.org/abs/1510.04595},
      volume={24},
      number={8},
      pages={1408-1423},
      doi={10.1109/TASLP.2016.2554286},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Kounades-TASLP-2016.pdf}
    }

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