He is working under the supervision of Dr Radu Patrice Horaud. His research interests are the use of machine learning for signal processing on audio-visual driven human-robot interaction.
He received his diploma in Computer Engineering from the Engineering School, University of Patras (Greece) in 2013.
INRIA Rhône-Alpes 655, avenue de l’Europe 38330 Montbonnot, France
tel: +33 (0)4 76 61 52 08
- D. Kounades-Bastian, L. Girin, X. Alameda-Pineda, S. Gannot, R. Horaud, “A Variational EM Algorithm for the Separation of Time-Varying Convolutive Audio Mixtures”, IEEE/ACM Transactions on Audio, Speech and Language Processing, 2016. [pdf & code]
- D. Kounades-Bastian, L. Girin, X. Alameda-Pineda, S. Gannot, R. Horaud, “An Inverse-Gamma Source Variance Prior with Factorized Parameterization for Audio Source Separation”, IEEE Int. Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, 2016. [pdf & code]
- D. Kounades-Bastian, L. Girin, X. Alameda-Pineda, S. Gannot, R. Horaud, “A variational EM algorithm for the separation of moving sound sources”, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, NY, 2015. [pdf & code] best student paper award
- G.D. Evangelidis, D. Kounades-Bastian, R. Horaud, E.Z. Psarakis, “A generative model for the joint registration of multiple point sets”, European Conference on Computer Vision (ECCV), Zurich, 2014. [pdf & code]