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Personal profile

Research Interests

Machine Learning and Signal Processing for time series.  Efficient streaming algorithms.  Computational Audition, Machine Listening.  Computer Music.

Honors & Awards

IEEE Fellow 2015

IEEE Distinguished Lecturer 2016

TR35 2006

Education

Massachusetts Institute of Technology, PhD 2001

URL

http://paris.cs.illinois.edu

Keywords

  • QA75 Electronic computers. Computer science
  • Audio
  • Sound
  • Speech
  • Machine Learning
  • Signal Processing
  • artificial intelligence

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Research Output

A style transfer approach to source separation

Venkataramani, S., Tzinis, E. & Smaragdis, P., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2019. Institute of Electrical and Electronics Engineers Inc., p. 170-174 5 p. 8937203. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Continual learning of new sound classes using generative replay

    Wang, Z., Subakan, C., Tzinis, E., Smaragdis, P. & Charlin, L., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2019. Institute of Electrical and Electronics Engineers Inc., p. 308-312 5 p. 8937236. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Deep tensor factorization for spatially-aware scene decomposition

    Casebeer, J., Colomb, M. & Smaragdis, P., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2019. Institute of Electrical and Electronics Engineers Inc., p. 180-184 5 p. 8937263. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2019-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • End-To-End Source Separation with Adaptive Front-Ends

    Venkataramani, S., Casebeer, J. & Smaragdis, P., Feb 19 2019, Conference Record of the 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018. Matthews, M. B. (ed.). IEEE Computer Society, p. 684-688 5 p. 8645535. (Conference Record - Asilomar Conference on Signals, Systems and Computers; vol. 2018-October).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Majorization-minimization Algorithms for Convolutive NMF with the Beta-divergence

    Fagot, D., Wendt, H., Févotte, C. & Smaragdis, P., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8202-8206 5 p. 8683837. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution