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, New Paltz, USA, 2015, pp. 1-5. [ 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},
      pages = {1--5},
      address = {New Paltz, USA},
      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, Shangai, China, 2016, pp. 136-140. [ 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},
      address = {Shangai, China},
      pages={136-140},
      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},
      pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Kounades-TASLP-2016.pdf}
    }

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