Nombre de documents

19

Romain Serizel - Associate Professor (Université de Lorraine, Loria)


I was born in Lille, France. I received the M.Eng. degree in Automatic System Engineering from ENSEM (Nancy, France) in 2005 and the M.Sc. degree in Signal Processing from Université Rennes 1 (Rennes, France) in 2006. I received the Ph.D. degree in Engineering Sciences from the Katholieke Universiteit Leuven (KUL), Belgium in June 2011. From June 2011 to December 2012 I was a research assistant with Prof. Marc Moonen research group at the Electrical Engineering Department (ESAT-SCD) of the KUL. From January 2013 to September 2014 i was a postdoctoral researcher with the Human Language Technology (HLT) group at the Fondazione Bruno Kessler (FBK) in Trento (Italy). From October 2014 to August 2016 I was a postdoctoral researcher with the department of signal and image processing (TSI) at telecom ParisTech in Paris (France)  where I am working on speaker diarization, speaker recognition and respresentation learning for audio in the framework of the LASIE project. I am now an assistant professor at Université de Lorraine doing my research in Laboratoire lorrain de recherche en informatique et ses applications (Loria) with the Multispeech research group and teaching at IUT Charlemagne.


Article dans une revue6 documents

  • 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. IEEE/ACM Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2014, 22, pp.785 - 799. <10.1109/TASLP.2014.2304240>. <hal-01390918>
  • Romain Serizel, Marc Moonen, Jan Wouters, Søren Jensen. Binaural Integrated Active Noise Control and Noise Reduction in Hearing Aids . IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2013, 21 (5), pp.1113-1118. <http://ieeexplore.ieee.org/document/6384710/>. <hal-01393937>
  • 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. Signal Processing, Elsevier, 2013, 93 (9), pp.2440-2452. <http://www.sciencedirect.com/science/article/pii/S0165168413000856>. <hal-01393931>
  • Romain Serizel, Marc Moonen, Jan Wouters, Søren Jensen. A Zone of Quiet Based Approach to Integrated Active Noise Control and Noise Reduction for Speech Enhancement in Hearing Aids. IEEE Transactions on Audio, Speech and Language Processing, Institute of Electrical and Electronics Engineers, 2012, 20 (6), pp.1685 - 1697. <http://ieeexplore.ieee.org/document/6151812/>. <hal-01393939>
  • 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. Signal Processing, Elsevier, 2011, 91 (8), pp.1719-1729. <http://www.sciencedirect.com/science/article/pii/S0165168411000314>. <hal-01393940>
  • Daniel Menard, Romain Serizel, Romuald Rocher, Olivier Sentieys. Accuracy Constraint Determination in Fixed-Point System Design. EURASIP Journal on Embedded Systems, SpringerOpen, 2008, 2008 (1), <10.1155/2008/242584>. <inria-00459254>

Communication dans un congrès12 documents

  • Romain Serizel, Victor Bisot, Slim Essid, Gaël Richard. Supervised Group Nonnegative Matrix Factorisation With Similarity Constraints And Applications To Speaker Identification. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar 2017, New Orleans, United States. 2017, <http://www.ieee-icassp2017.org/>. <hal-01484744>
  • Romain Serizel, Victor Bisot, Slim Essid, Gaël Richard. Machine listening techniques as a complement to video image analysis in forensics. IEEE International Conference on Image Processing, Sep 2016, Phoenix, AZ, United States. 2016 IEEE International Conference on Image Processing (ICIP), pp.948-952, 2016, <http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7532497&isnumber=7532277>. <10.1109/ICIP.2016.7532497>. <hal-01393959>
  • Romain Serizel, Slim Essid, Gael Richard. Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence. IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016), Sep 2016, Salerne, Italy. <http://mlsp2016.conwiz.dk/home.htm>. <hal-01393964>
  • Romain Serizel, Slim Essid, Gaël Richard. GROUP NON-NEGATIVE MATRIX FACTORISATION WITH SPEAKER AND SESSION SIMILARITY CONSTRAINTS FOR SPEAKER IDENTIFICATION. IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2016, Shangai, China. 2016, <http://www.icassp2016.org/>. <hal-01393968>
  • Romain Serizel, Diego Giuliani. Vocal tract length normalisation approaches to DNN-based children's and adults' speech recognition. 2014 IEEE Spoken Language Technology Workshop (SLT 2014), Dec 2014, South Lake Tahoe, CA, United States. 2014 IEEE Spoken Language Technology Workshop (SLT), pp.135-140, 2014, <http://ieeexplore.ieee.org/document/7078563/>. <10.1109/SLT.2014.7078563>. <hal-01393972>
  • Romain Serizel, Diego Giuliani. Deep neural network adaptation for children's and adults' speech recognition. Italian Computational Linguistics Conference (CLiC-it), Dec 2014, Pise, Italy. <http://www.fileli.unipi.it/projects/clic/>. <hal-01393975>
  • Romain Serizel, Marc Moonen, Bas Dijk, Jan Wouters. Rank-1 Approximation Based Multichannel Wiener Filtering Algorithms For Noise Reduction In Cochlear Implants. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada. <https://www2.securecms.com/ICASSP2013/default.asp>. <hal-01393980>
  • 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. European Signal Processing Conference (EUSIPCO), Aug 2010, Aalborg, Denmark. <http://www.eurasip.org/Proceedings/Eusipco/Eusipco2010/Contents/Eusipco2010.html>. <hal-01393977>
  • Romain Serizel, Marc Moonen, Jan Wouters, Søren Jensen. A Zone of Quiet Based Approach to Integrated Active Noise Control and Noise Reduction in Hearing Aids. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2009, New Paltz, United States. <http://www.waspaa.com/waspaa09/>. <hal-01393983>
  • Romain Serizel, Marc Moonen, Jan Wouters, Søren Jensen. A Weighted Approach for Integrated Active Noise Control and Noise Reduction in Hearing Aids. European Signal Processing Conference (EUSIPCO), Aug 2009, Glasgow, United Kingdom. <http://www.eurasip.org/Proceedings/Eusipco/Eusipco2009/contents/MainPage.html>. <hal-01393985>
  • Romain Serizel, Marc Moonen, Jan Wouters, Søren Jensen. Combined Active Noise Control and noise reduction in Hearing Aids. International Workshop on Acoustic Echo and Noise Control (IWAENC), Sep 2008, Seattle, United States. <http://www.iwaenc.org/proceedings/2008/start.html>. <hal-01393988>
  • Daniel Menard, Romain Serizel, Romuald Rocher, Olivier Sentieys. Noise model for Accuracy Constraint Determination in Fixed-Point Systems. Workshop on Design and Architectures for Signal and Image Processing DASIP 2007, Nov 2007, Grenoble, France. 2007. <inria-00459290>

Pré-publication, Document de travail1 document

  • Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard. Feature Learning with Matrix Factorization Applied to Acoustic Scene Classification. 2016. <hal-01362864>