Israel Dejene Gebru

[2013-2016] PhD

Part of Israel‘s PhD is devoted to the detection and localization of speakers using audio-visual data. We proposed different methods that were published in different venues [1, 2].  He will most likely defend end 2016/beginning 2017.

References

1. I. Gebru, X. Alameda-Pineda, R. Horaud, and F. Forbes, “Audio-Visual Speaker Localization via Weighted Clustering,” in IEEE Workshop on Machine Learning for Signal Processing, 2014. [ bib pdf ]
   

   @inproceedings{Gebru-MLSP-2014,
       title = {{Audio-Visual Speaker Localization via Weighted Clustering}},
       author = {Gebru, Israel-Dejene and Alameda-Pineda, Xavier and Horaud, Radu and Forbes, Florence},
       booktitle = {{IEEE Workshop on Machine Learning for Signal Processing}},
       year = {2014},
     pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Gebru-MLSP-2014.pdf}
   }

2. I. Gebru, X. Alameda-Pineda, F. Forbes, and R. Horaud, “EM algorithms for weighted-data clustering with application to audio-visual scene analysis,” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 38, iss. 12, pp. 2402-2415, 2016. [ bib pdf code data arxiv ]
   

   @article{Gebru-TPAMI-2016,
      title = {{EM} algorithms for weighted-data clustering with application to audio-visual scene analysis},
      author = {Israel-Dejene Gebru and Xavier Alameda-Pineda and Florence Forbes and Radu Horaud},
      journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
      year={2016},
      volume={38},
      number={12},
      pages={2402-2415},
      url = {http://arxiv.org/abs/1509.01509},
      arxiv = {http://arxiv.org/abs/1509.01509},
      doi={10.1109/TPAMI.2016.2522425},
      soft={http://perception.inrialpes.fr/people/Gebru/code/WD-EM.zip},
      data={https://team.inria.fr/perception/avtrack1/},
     pdf={http://xavirema.eu/wp-content/papercite-data/pdf/Gebru-TPAMI-2016.pdf}
   }