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PhD Thesis(Eurasip PhD Library)

Publication list


Ph.D. thesis



Journal Papers

    Published

    2016

  1. Romain Serizel, Diego Giuliani, Deep-neural network approaches to speech recognition in heterogeneous groups of speakers including children, in Natural Language Engineering, April 2016, p. 26 (abstract, BibTeX)

    2014

  2. Romain Serizel, Marc Moonen, Bas Van Dijk, Jan Wouters, Low-rank approximation based multichannel Wiener filter algorithms for noise reduction with application in cochlear implants, in IEEE Transactions on Audio, Speech and Language Processing, Vol. 22, No. 4, April 2014, pp 785-799 (abstract, BibTeX)

    2013

  3. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen, A Speech Distortion Weighting Based Approach to Integrated Active Noise Control and Noise Reduction in Hearing Aids, in Signal Processing (EURASIP), Vol. 93, No 9, Sep. 2013, pp 2440-2452 (abstract, BibTeX)

  4. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen, Binaural Integrated Active Noise Control and Noise Reduction in Hearing Aids, in IEEE Transactions on Audio, Speech and Language Processing, Vol. 21, No 5, May 2013, pp 1113-1118 (abstract, BibTeX)

    2012

  5. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen, A Zone of Quiet Based Approach to Integrated Active Noise Control and Noise Reduction for Speech Enhancement in Hearing Aids, in IEEE Transactions on Audio, Speech and Language Processing, Vo. 20, No. 6, Aug. 2012, pp 1685-1697 (abstract, BibTeX)

    2011

  6. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen, Output SNR analysis of integrated active noise control and noise reduction in hearing aids under a single speech source scenario, in Signal Processing (EURASIP), Vol. 91, No. 8, Aug. 2011, pp 1719-1729 (abstract, BibTeX)

    2010

  7. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen, Integrated Active Noise Control and Noise Reduction in Hearing Aids, in IEEE Transactions on Audio, Speech and Language Processing, Vol. 18, No. 6, Aug. 2010, pp. 1137-1146 (abstract, BibTeX)

    2008

  8. Daniel Menard, Romain Serizel, Romuald Rocher, Olivier Sentieys, Accuracy Constraint Determination in Fixed-Point System Design, EURASIP Journal on Embedded Systems, 2008 (abstract)


Book chapters

    2016

  1. R. Serizel, V. Bisot, S. Essid and G. Richard, Acoustic features, to appear in T. Virtanen, M. Plumbley and D. Ellis (Eds.), Computational Analysis of Sound Scenes and Events, Springer
  2. S. Essid, N.­ Duong, S. Parekh, A. Ozerov and R. Serizel, Multiview approaches to event detection and scene analysis, to appear in T. Virtanen, M.Plumbley and D. Ellis (Eds.), Computational Analysis of Sound Scenes and Events, Springer


Conference proceedings

    2016

  1. Romain Serizel, Victor Bisot, Slim Essid, Gaël Richard, Machine listening techniques as a complement to video image analysis in forensics, Accepted for publication in Proc. of The International Conference on Image Processing (ICIP), Phenix, United-States, September 2016 (abstract, BibTeX)
  2. Romain Serizel, Slim Essid, Gaël Richard, Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence, Accepted for publication in Proc. of IEEE International Workshop on Machine Learning for Signal Processing (MLSP), Salerno, Italy, September 2016(abstract, BibTeX)
  3. Romain Serizel, Slim Essid, Gaël Richard, Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification, in Proc. of the 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shangai, China, March 2016(abstract, BibTeX)
  4. Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard, Acoustic scene classification with matrix factorisation for unsupervised feature learning, in Proc. of the 41st IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shangai, China, March 2016(abstract, BibTeX)

    2014

  5. Romain Serizel, Diego Giuliani, Vocal tract length normalisation approaches to DNN-based children's and adults' speech recognition, in Proc of the IEEE Spoken Language Technology Workshop (SLT 2014), South Lake Tahoe, United States, Dec. 2014. (abstract, BibTeX)
  6. Romain Serizel, Diego Giuliani, Deep neural network adaptation for children's and adults' speech recognition, in Proc of the first Italian Computational Linguistics Conference (CLiC-it), Pisa, Italy, Dec. 2014. (abstract, BibTeX)
  7. 2013

  8. Romain Serizel, Marc Moonen, Bas Van Dijk, Jan Wouters, Rank-1 Approximation Based Multichannel Wiener Filtering Algorithms For Noise Reduction In Cochlear Implants, in Proc of the 38th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Vancouver, Canada, May 2013. (abstract, BibTeX)
  9. 2010

  10. Romain Serizel, Marc Moonen, Jan Wouters,Søren Holdt Jensen, Output SNR analysis of integrated active noise control and noise reduction in hearing aids under a single speech source scenario, in Proc. of the 18th European Signal Processing Conference (EUSIPCO-2010), Aalborg, Denmark, Aug. 2010. (abstract, BibTeX)
  11. 2009

  12. Romain Serizel, Marc Moonen, Jan Wouters,Søren Holdt Jensen, A Zone of Quiet Based Approach to Integrated Active Noise Control and Noise Reduction in Hearing Aids, in Proc. of the 2009 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA 2009), New Paltz, U.S.A., Oct 2009. (abstract, BibTeX)
  13. Romain Serizel, Marc Moonen, Jan Wouters,Søren Holdt Jensen, A Weighted Approach for Integrated Active Noise Control and Noise Reduction in Hearing Aids, in Proc. of the 17th European Signal Processing Conference (EUSIPCO-2009), Glasgow, Scotland, Aug. 2009. (abstract, BibTeX)
  14. 2008

  15. Romain Serizel, Marc Moonen, Jan Wouters,Søren Holdt Jensen, Combined Active Noise Control and noise reduction in Hearing Aid, in Proc. of the 11th International Workshop on Acoustic Echo and Noise Control (IWAENC), Seattle WA, USA, Sep. 2008. (abstract, BibTeX)
  16. 2007

  17. Daniel Menard, Romain Serizel, Romuald Rocher, Olivier Sentieys, Noise model for Accuracy Constraint Determination in Fixed-Point Systems, in: Workshop on Design and Architectures for Signal and Image Processing (DASIP'07), Grenoble, France, November 2007.



International evaluation campaigns

    2016

  1. V. Bisot, R. Serizel, S. Essid and G. Richard, Supervised nonnegative matrix factorization for acoustic scene classification, in 2016 IEEE AASP DCASE challenge - Acoustic scene classification task, August 2016, Ranked 3rd.
  2. 2014

  3. B. Babaali, R. Serizel, S. Jalalvand, D. Falavigna, R. Gretter, D. Giuliani, FBK @ IWSLT 2014 - ASR track, in Proc. of IWSLT, December 2014.
  4. 2013

  5. D. Falavigna, R. Gretter, F. Brugnara, D. Giuliani, R. Serizel, FBK @IWSLT 2013 - ASR tracks, in Proc. of IWSLT, December 2013.


Special sessions

    2015

  1. R. Serizel, G. Richard, S. Essid, Complex audio scene analysis, EUSIPCO 2015, September 2015.



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