Romain Serizel

110
Documents

Présentation

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.

Publications

Publications

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Evaluating and predicting the audibility of acoustic alarms in the workplace using experimental methods and deep learning

François Effa , Jean-Pierre Arz , Romain Serizel , Nicolas Grimault
Applied Acoustics, 2024, 219, pp.109955. ⟨10.1016/j.apacoust.2024.109955⟩
Article dans une revue hal-04645900 v1
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A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms

Nasser-Eddine Eddine Monir , Paul Magron , Romain Serizel
Trends in Hearing, 2024, 28, ⟨10.1177/23312165241292205⟩
Article dans une revue hal-04854449 v1
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DNN-based mask estimation for distributed speech enhancement in spatially unconstrained microphone arrays

Nicolas Furnon , Romain Serizel , Slim Essid , Irina Illina
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2021, 29, pp.2310 - 2323. ⟨10.1109/TASLP.2021.3092838⟩
Article dans une revue hal-02985867 v3
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Joint NN-Supported Multichannel Reduction of Acoustic Echo, Reverberation and Noise

Guillaume Carbajal , Romain Serizel , Emmanuel Vincent , Eric Humbert
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2020, ⟨10.1109/TASLP.2020.3008974⟩
Article dans une revue hal-02372579 v4
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Audio-Based Search and Rescue with a Drone: Highlights from the IEEE Signal Processing Cup 2019 Student Competition

Antoine Deleforge , Diego Di Carlo , Martin Strauss , Romain Serizel , Lucio Marcenaro
IEEE Signal Processing Magazine, 2019, 36 (5), pp.138-144. ⟨10.1109/MSP.2019.2924687⟩
Article dans une revue hal-02161897 v1
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CRNN-based multiple DoA estimation using acoustic intensity features for Ambisonics recordings

Lauréline Perotin , Romain Serizel , Emmanuel Vincent , Alexandre Guérin
IEEE Journal of Selected Topics in Signal Processing, 2019, Special Issue on Acoustic Source Localization and Tracking in Dynamic Real-life Scenes, 13 (1), pp.22-33. ⟨10.1109/jstsp.2019.2900164⟩
Article dans une revue hal-01839883 v2
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Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments

Ziteng Wang , Emmanuel Vincent , Romain Serizel , Yonghong Yan
Computer Speech and Language, 2018, 49, pp.37-51. ⟨10.1016/j.csl.2017.11.003⟩
Article dans une revue hal-01634449 v1
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Feature Learning with Matrix Factorization Applied to Acoustic Scene Classification

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2017, 25 (6), pp.1216 - 1229. ⟨10.1109/TASLP.2017.2690570⟩
Article dans une revue hal-01362864 v2
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Deep-neural network approaches for speech recognition with heterogeneous groups of speakers including children

Romain Serizel , Diego Giuliani
Natural Language Engineering, 2016, 1, pp.0 - 0
Article dans une revue hal-01390905 v1
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Low-rank Approximation Based Multichannel Wiener Filter Algorithms for Noise Reduction with Application in Cochlear Implants

Romain Serizel , Marc Moonen , Bas van Dijk , Jan Wouters
IEEE/ACM Transactions on Audio, Speech and Language Processing, 2014, 22, pp.785 - 799. ⟨10.1109/TASLP.2014.2304240⟩
Article dans une revue hal-01390918 v1
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Binaural Integrated Active Noise Control and Noise Reduction in Hearing Aids

Romain Serizel , Marc Moonen , Jan Wouters , Søren Holdt Jensen
IEEE Transactions on Audio, Speech and Language Processing, 2013, 21 (5), pp.1113-1118
Article dans une revue hal-01393937 v1
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A Speech Distortion Weighting Based Approach to Integrated Active Noise Control and Noise Reduction in Hearing Aids

Romain Serizel , Marc Moonen , Jan Wouters , Søren Holdt Jensen
Signal Processing, 2013, 93 (9), pp.2440-2452
Article dans une revue hal-01393931 v1
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A Zone of Quiet Based Approach to Integrated Active Noise Control and Noise Reduction for Speech Enhancement in Hearing Aids

Romain Serizel , Marc Moonen , Jan Wouters , Søren Holdt Jensen
IEEE Transactions on Audio, Speech and Language Processing, 2012, 20 (6), pp.1685 - 1697
Article dans une revue hal-01393939 v1
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Output SNR analysis of integrated active noise control and noise reduction in hearing aids under a single speech source scenario

Romain Serizel , Marc Moonen , Jan Wouters , Søren Holdt Jensen
Signal Processing, 2011, 91 (8), pp.1719-1729
Article dans une revue hal-01393940 v1

Accuracy Constraint Determination in Fixed-Point System Design

Daniel Menard , Romain Serizel , Romuald Rocher , Olivier Sentieys
EURASIP Journal on Embedded Systems, 2008, 2008 (1), ⟨10.1155/2008/242584⟩
Article dans une revue inria-00459254 v1
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Diffusion-based Unsupervised Audio-visual Speech Enhancement

Jean-Eudes Ayilo , Mostafa Sadeghi , Romain Serizel , Xavier Alameda-Pineda
ICASSP 2025 - International Conference on Acoustics Speech and Signal Processing, IEEE, Apr 2025, Hyderabad, India. pp.1-5
Communication dans un congrès hal-04718254 v2
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Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds

Ilyass Moummad , Nicolas Farrugia , Romain Serizel , Jeremy Froidevaux , Vincent Lostanlen
EUSIPCO 2024: 32nd European Signal Processing Conference, Aug 2024, Lyon, France. pp.1282-1286, ⟨10.23919/EUSIPCO63174.2024.10715140⟩
Communication dans un congrès hal-04620733 v1
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A weighted-variance variational autoencoder model for speech enhancement

Ali Golmakani , Mostafa Sadeghi , Xavier Alameda-Pineda , Romain Serizel
ICASSP 2024 - International Conference on Acoustics Speech and Signal Processing, IEEE, Apr 2024, Seoul (Korea), South Korea. pp.1-5, ⟨10.1109/ICASSP48485.2024.10446294⟩
Communication dans un congrès hal-03833827 v2
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Unsupervised speech enhancement with diffusion-based generative models

Berné Nortier , Mostafa Sadeghi , Romain Serizel
International Conference on Acoustics Speech and Signal Processing (ICASSP), IEEE, Apr 2024, Seoul (Korea), South Korea. ⟨10.48550/arXiv.2309.10450⟩
Communication dans un congrès hal-04210707 v2
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Normalizing Energy Consumption for Hardware-Independent Evaluation

Constance Douwes , Romain Serizel
2024 IEEE International Workshop on Machine Learning for Signal Processing, Sep 2024, London, United Kingdom
Communication dans un congrès hal-04697122 v1
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Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder

Mostafa Sadeghi , Romain Serizel
International Conference on Acoustics Speech and Signal Processing (ICASSP), IEEE, Apr 2024, Seoul (Korea), South Korea. ⟨10.48550/arXiv.2309.10439⟩
Communication dans un congrès hal-04210679 v2
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Self-Supervised Learning for Few-Shot Bird Sound Classification

Ilyass Moummad , Nicolas Farrugia , Romain Serizel
ICASSPW 2024: IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops, Apr 2024, Seoul, South Korea. ⟨10.1109/ICASSPW62465.2024.10627576⟩
Communication dans un congrès hal-04925735 v1
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RoboVox: A Single/Multi-channel Far-field Speaker Recognition Benchmark for a Mobile Robot

Mohammad Mohammadamini , Driss Matrouf , Michael Rouvier , Jean-Francois Bonastre , Romain Serizel et al.
LREC_COLING, ELRA, May 2024, Turino, Italy
Communication dans un congrès hal-04536499 v1
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From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED Systems

Constance Douwes , Romain Serizel
Detection and Classification of Acoustic Scenes and Events 2024, Oct 2024, Tokyo, Japan
Communication dans un congrès hal-04697137 v1
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Performance and Energy Balance: A Comprehensive Study of State-of-the-Art Sound Event Detection Systems

Francesca Ronchini , Romain Serizel
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2024, Seoul, South Korea. pp.1096-1100, ⟨10.1109/ICASSP48485.2024.10445834⟩
Communication dans un congrès hal-04892368 v1
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Regularized Contrastive Pre-Training for Few-Shot Bioacoustic Sound Detection

Ilyass Moummad , Nicolas Farrugia , Romain Serizel
ICASSP 2024: IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2024, Seoul, South Korea. ⟨10.1109/ICASSP48485.2024.10446409⟩
Communication dans un congrès hal-04925734 v1
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Diffusion-based speech enhancement with a weighted generative-supervised learning loss

Jean-Eudes Ayilo , Mostafa Sadeghi , Romain Serizel
International Conference on Acoustics Speech and Signal Processing (ICASSP), IEEE, Apr 2024, Seoul (Korea), South Korea. ⟨10.48550/arXiv.2309.10457⟩
Communication dans un congrès hal-04210729 v2
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Multi-channel extension of pre-trained models for speaker verification

Ladislav Mošner , Romain Serizel , Lukáš Burget , Oldřich Plchot , Emmanuel Vincent et al.
Interspeech, Sep 2024, Kos, Greece
Communication dans un congrès hal-04667593 v1
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Pretraining Representations for Bioacoustic Few-Shot Detection using Supervised Contrastive Learning

Ilyass Moummad , Romain Serizel , Nicolas Farrugia
Detection and Classification of Acoustic Scenes and Events 2023, Sep 2023, TAMPERE, Finland
Communication dans un congrès hal-04383609 v1
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Self-supervised learning with diffusion-based multichannel speech enhancement for speaker verification under noisy conditions

Sandipana Dowerah , Ajinkya Kulkarni , Romain Serizel , Denis Jouvet
INTERSPEECH 2023, Aug 2023, Dublin (Ireland), Ireland. pp.3849-3853, ⟨10.21437/Interspeech.2023-1890⟩
Communication dans un congrès hal-04151411 v1
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Post-Processing Independent Evaluation of Sound Event Detection Systems

Janek Ebbers , Reinhold Haeb-Umbach , Romain Serizel
DCASE 2023 - 8th Workshop on Detection and Classification of Acoustic Scenes and Events, Sep 2023, Tampere, Finland. ⟨10.48550/arXiv.2306.15440⟩
Communication dans un congrès hal-04385022 v1
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Performance above all ? energy consumption vs. performance for machine listening, a study on dcase task 4 baseline

Romain Serizel , Samuele Cornell , Nicolas Turpault
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Jun 2023, Rhodes Island, France. pp.1-5, ⟨10.1109/ICASSP49357.2023.10095938⟩
Communication dans un congrès hal-03850797 v1

Monitoring environmental impact of DCASE systems: Why and how ?

Constance Douwes , Francesca Ronchini , Romain Serizel
Detection and Classification of Acoustic Scene and Events (DCASE) Workshop, Sep 2023, Tampere (Finlande), Finland
Communication dans un congrès hal-04286654 v1
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Joint optimization of diffusion probabilistic-based multichannel speech enhancement with far-field speaker verification

Sandipana Dowerah , Romain Serizel , Denis Jouvet , M Mohammadamini , Driss Matrouf
IEEE SLT 2022, Jan 2023, Doha, Qatar
Communication dans un congrès hal-03671583 v2
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Fast and efficient speech enhancement with variational autoencoders

Mostafa Sadeghi , Romain Serizel
International Conference on Acoustics Speech and Signal Processing (ICASSP), IEEE, Jun 2023, Rhodes island, Greece
Communication dans un congrès hal-03833836 v2
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Lightweight Annotation and Class Weight Training for Automatic Estimation of Alarm Audibility in Noise

François Effa , Romain Serizel , Jean-Pierre Arz , Nicolas Grimault
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes Island, Greece. pp.1-5, ⟨10.1109/ICASSP49357.2023.10094730⟩
Communication dans un congrès hal-04385004 v1
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SPICE+: Evaluation of automatic audio captioning systems with pre-trained language models

Félix Gontier , Romain Serizel , Christophe Cerisara
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023), Jun 2023, Rhodes Island, Greece
Communication dans un congrès hal-03933981 v1
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Audio-visual speech enhancement with a deep kalman filter generative model

Ali Golmakani , Mostafa Sadeghi , Romain Serizel
International Conference on Acoustics Speech and Signal Processing (ICASSP), IEEE, Jun 2023, Rhodes island, Greece
Communication dans un congrès hal-03833814 v2
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From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion

Robin San Roman , Yossi Adi , Antoine Deleforge , Romain Serizel , Gabriel Synnaeve et al.
NeurIPS 2023 - Conference on Neural Information Processing Systems, Dec 2023, New Orleans, United States. ⟨10.48550/arXiv.2308.02560⟩
Communication dans un congrès hal-04385071 v1
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BinauRec: A dataset to test the influence of the use of room impulse responses on binaural speech enhancement

Louis Delebecque , Romain Serizel
EUSIPCO23, EURASIP, Sep 2023, Helsiinki, Finland. ⟨10.23919/EUSIPCO58844.2023.10289772⟩
Communication dans un congrès hal-04193377 v1
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Integrating isolated examples with weakly-supervised sound event detection: a direct approach

Mohammad Abdollahi , Romain Serizel , Alain Rakotomamonjy , Gilles Gasso
7th Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), Nov 2022, Nancy, France
Communication dans un congrès hal-03894965 v1
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Barlow Twins self-supervised learning for robust speaker recognition

Mohammad Mohammadamini , Driss Matrouf , Jean-François A Bonastre , Sandipana Dowerah , Romain Serizel et al.
Interspeech 2022 - Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea. ⟨10.21437/Interspeech.2022-11301⟩
Communication dans un congrès hal-03710445 v2
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Learning noise robust ResNet-based speaker embedding for speaker recognition

Mohammad Mohammadamini , Driss Matrouf , Jean-François Bonastre , Sandipana Dowerah , Romain Serizel et al.
Odyssey 2022 : The Speaker and Language Recognition Workshop, Jun 2022, Beijing, China
Communication dans un congrès hal-03650549 v1
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CONVOLUTIONAL NEURAL NETWORK FOR AUDIBILITY ASSESSMENT OF ACOUSTIC ALARMS

François Effa , Romain Serizel , Jean-Pierre Arz , Nicolas Grimault
International Conference on Acoustics, Speech and Signal Processing Search form Search ICASSP IEEE 2023, Jun 2023, Rhodes, Greece
Communication dans un congrès hal-04010329 v1
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Threshold independent evaluation of sound event detection scores

Janek Ebbers , Reinhold Haeb-Umbach , Romain Serizel
ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore, Singapore. ⟨10.1109/ICASSP43922.2022.9747556⟩
Communication dans un congrès hal-03562763 v1

Evaluation de l’audibilité ressentie des alarmes sonores dans le bruit

Jean-Pierre Arz , François Effa , Nicolas Grimault , Romain Serizel
16ème Congrès Français d'Acoustique, CFA2022, Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France
Communication dans un congrès hal-03848387 v1
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How to Leverage DNN-based speech enhancement for multi-channel speaker verification?

Sandipana Dowerah , Romain Serizel , Denis Jouvet , Mohammad Mohammadamini , Driss Matrouf
4th International Conference on Advances in Signal Processing and Artificial Intelligence (ASPAI' 2022), Oct 2022, Corfu, Greece
Communication dans un congrès hal-03619903 v2
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A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes

Francesca Ronchini , Romain Serizel
ICASSP 2022 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2022, Singapore/Virtual, Singapore. ⟨10.1109/ICASSP43922.2022.9747577⟩
Communication dans un congrès hal-03554305 v2

Modélisation de la détection d’alarmes sonores dans le bruit

François Effa , Jean-Pierre Arz , Nicolas Grimault , Ossen El Sawaf , Romain Serizel
16ème Congrès Français d'Acoustique, CFA2022, Société Française d'Acoustique; Laboratoire de Mécanique et d'Acoustique, Apr 2022, Marseille, France
Communication dans un congrès hal-03848388 v1
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A Comprehensive Exploration of Noise Robustness and Noise Compensation in ResNet and TDNN-based Speaker Recognition Systems

Mohammad Mohammadamini , Driss Matrouf , Jean-François Bonastre , Sandipana Dowerah , Romain Serizel et al.
EUSIPCO 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia
Communication dans un congrès hal-03669919 v1
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Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes

Nicolas Turpault , Romain Serizel , Scott Wisdom , Hakan Erdogan , John R Hershey et al.
ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto/Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414789⟩
Communication dans un congrès hal-02984675 v1
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Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes

Nicolas Furnon , Romain Serizel , Slim Essid , Irina Illina
EUSIPCO 2021 - 29th European Signal Processing Conference, IEEE, Aug 2021, Dublin / Virtual, Ireland. ⟨10.23919/EUSIPCO54536.2021.9616358⟩
Communication dans un congrès hal-03259801 v1
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Automated audio captioning by fine-tuning bart with audioset tags

Félix Gontier , Romain Serizel , Christophe Cerisara
DCASE 2021 - 6th Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2021, Virtual, Spain
Communication dans un congrès hal-03522488 v1
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What’s All the FUSS About Free Universal Sound Separation Data?

Scott Wisdom , Hakan Erdogan , Daniel P W Ellis , Romain Serizel , Nicolas Turpault et al.
ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto/Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414774⟩
Communication dans un congrès hal-02984693 v1
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Foreground-Background Ambient Sound Scene Separation

Michel Olvera , Emmanuel Vincent , Romain Serizel , Gilles Gasso
EUSIPCO 2020 - 28th European Signal Processing Conference, Jan 2021, Amsterdam / Virtual, Netherlands. ⟨10.23919/Eusipco47968.2020.9287436⟩
Communication dans un congrès hal-02567542 v2
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UIAI System for Short-Duration Speaker Verification Challenge 2020

Md Sahidullah , Achintya Kumar Sarkar , Ville Vestman , Xuechen Liu , Romain Serizel et al.
SLT 2021 - IEEE Spoken Language Technology Workshop, IEEE, Jan 2021, Shenzhen / Virtual, China. ⟨10.1109/SLT48900.2021.9383596⟩
Communication dans un congrès hal-02907037 v2
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Distributed speech separation in spatially unconstrained microphone arrays

Nicolas Furnon , Romain Serizel , Irina Illina , Slim Essid
ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414758⟩
Communication dans un congrès hal-02985794 v3
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Improving Sound Event Detection Metrics: Insights from DCASE 2020

Giacomo Ferroni , Nicolas Turpault , Juan Azcarreta , Francesco Tuveri , Romain Serizel et al.
ICASSP 2021 - 46th International Conference on Acoustics, Speech, and Signal Processing, Jun 2021, Toronto/Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414711⟩
Communication dans un congrès hal-02978422 v1
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The impact of non-target events in synthetic soundscapes for sound event detection

Francesca Ronchini , Romain Serizel , Nicolas Turpault , Samuele Cornell
DCASE 2021 - Detection and Classification of Acoustic Scenes and Events, Nov 2021, Barcelona/Virtual, Spain
Communication dans un congrès hal-03355184 v1
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Compensate multiple distortions for speaker recognition systems

Mohammad Mohammadamini , Driss Matrouf , Jean-Francois Bonastre , Romain Serizel , Sandipana Dowerah et al.
EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland. ⟨10.23919/EUSIPCO54536.2021.9615983⟩
Communication dans un congrès hal-03224675 v1
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DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays

Nicolas Furnon , Romain Serizel , Irina Illina , Slim Essid
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Communication dans un congrès hal-02389159 v3
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Improving Sound Event Detection In Domestic Environments Using Sound Separation

Nicolas Turpault , Scott Wisdom , Hakan Erdogan , John R Hershey , Romain Serizel et al.
DCASE Workshop 2020 - Detection and Classification of Acoustic Scenes and Events, Nov 2020, Tokyo / Virtual, Japan
Communication dans un congrès hal-02891700 v4
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A brief introduction to multichannel noise reduction with deep neural networks

Romain Serizel
SpiN 2020 - 12th Speech in Noise Workshop, Jan 2020, Toulouse, France
Communication dans un congrès hal-02506387 v1
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Sound event detection in synthetic domestic environments

Romain Serizel , Nicolas Turpault , Ankit Shah , Justin Salamon
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Communication dans un congrès hal-02355573 v2
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Training Sound Event Detection On A Heterogeneous Dataset

Nicolas Turpault , Romain Serizel
DCASE Workshop, Nov 2020, Tokyo, Japan
Communication dans un congrès hal-02891665 v2
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Limitations of weak labels for embedding and tagging

Nicolas Turpault , Romain Serizel , Emmanuel Vincent
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Communication dans un congrès hal-02467401 v4
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Sound event detection in domestic environments with weakly labeled data and soundscape synthesis

Nicolas Turpault , Romain Serizel , Ankit Parag Shah , Justin Salamon
Workshop on Detection and Classification of Acoustic Scenes and Events, Oct 2019, New York City, United States
Communication dans un congrès hal-02160855 v2
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Semi-supervised triplet loss based learning of ambient audio embeddings

Nicolas Turpault , Romain Serizel , Emmanuel Vincent
ICASSP 2019, May 2019, Brighton, United Kingdom
Communication dans un congrès hal-02025824 v1
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Sound Event Detection from Partially Annotated Data: Trends and Challenges

Romain Serizel , Nicolas Turpault
IcETRAN conference, Jun 2019, Srebrno Jezero, Serbia
Communication dans un congrès hal-02114652 v2
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Regression versus classification for neural network based audio source localization

Lauréline Perotin , Alexandre Défossez , Emmanuel Vincent , Romain Serizel , Alexandre Guérin
WASPAA 2019 - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, IEEE, Oct 2019, New Paltz, United States
Communication dans un congrès hal-02125985 v2
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Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments

Romain Serizel , Nicolas Turpault , Hamid Eghbal-Zadeh , Ankit Parag Shah
Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2018, Woking, United Kingdom
Communication dans un congrès hal-01850270 v1
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Multiple-input neural network-based residual echo suppression

Guillaume Carbajal , Romain Serizel , Emmanuel Vincent , Eric Humbert
ICASSP 2018 - IEEE International Conference on Acoustics, Speech and Signal Processing, Apr 2018, Calgary, Canada. pp.1-5
Communication dans un congrès hal-01723630 v2
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Multichannel speech separation with recurrent neural networks from high-order ambisonics recordings

Lauréline Perotin , Romain Serizel , Emmanuel Vincent , Alexandre Guérin
43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Apr 2018, Calgary, Canada
Communication dans un congrès hal-01699759 v2
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Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition

Mathieu Fontaine , Fabian-Robert Stöter , Antoine Liutkus , Umut Şimşekli , Romain Serizel et al.
LVA/ICA 2018 - 14th International Conference on Latent Variable Analysis and Signal Separation, Jul 2018, Surrey, United Kingdom. pp.13-23, ⟨10.1007/978-3-319-93764-9_2⟩
Communication dans un congrès lirmm-01766795 v1
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CRNN-based joint azimuth and elevation localization with the Ambisonics intensity vector

Lauréline Perotin , Romain Serizel , Emmanuel Vincent , Alexandre Guérin
IWAENC 2018 - 16th International Workshop on Acoustic Signal Enhancement, Sep 2018, Tokyo, Japan
Communication dans un congrès hal-01840453 v1
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Leveraging deep neural networks with nonnegative representations for improved environmental sound classification

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
IEEE International Workshop on Machine Learning for Signal Processing MLSP, Sep 2017, Tokyo, Japan
Communication dans un congrès hal-01576857 v1
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Supervised Group Nonnegative Matrix Factorisation With Similarity Constraints And Applications To Speaker Identification

Romain Serizel , Victor Bisot , Slim Essid , Gael Richard
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Mar 2017, New Orleans, United States
Communication dans un congrès hal-01484744 v1
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Nonnegative Feature Learning Methods for Acoustic Scene Classification

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
DCASE 2017 - Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2017, Munich, Germany
Communication dans un congrès hal-01636627 v1
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SUPERVISED NONNEGATIVE MATRIX FACTORIZATION FOR ACOUSTIC SCENE CLASSIFICATION

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
IEEE international evaluation campaign on detection and classification of acousitc scenes and events (DCASE 2016), Sep 2016, Budapest, Hungary
Communication dans un congrès hal-02943480 v1
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Machine listening techniques as a complement to video image analysis in forensics

Romain Serizel , Victor Bisot , Slim Essid , Gael Richard
IEEE International Conference on Image Processing, Sep 2016, Phoenix, AZ, United States. pp.948-952, ⟨10.1109/ICIP.2016.7532497⟩
Communication dans un congrès hal-01393959 v1

Acoustic scene classification with matrix factorization for unsupervised feature learning

Victor Bisot , Romain Serizel , Slim Essid , Gael Richard
ICASSP, Mar 2016, Shangai, China
Communication dans un congrès hal-02287267 v1
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Group Non-Negative Matrix Factorisation With Speaker And Session Similarity Constraints For Speaker Identification

Romain Serizel , Slim Essid , Gael Richard
IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2016, Shangai, China
Communication dans un congrès hal-01393968 v1

Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification

Romain Serizel , Slim Essid , Gael Richard
ICASSP, Mar 2016, Shangai, China. pp.5470 - 5474
Communication dans un congrès hal-02288453 v1
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Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence

Romain Serizel , Slim Essid , Gael Richard
IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2016), Sep 2016, Salerne, Italy
Communication dans un congrès hal-01393964 v1

A brief introduction to deep neural networks and their application to automatic speech recognition

Romain Serizel
Séminaire de l'équipe Perception, Feb 2015, Grenoble, France
Communication dans un congrès hal-02287014 v1
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Vocal tract length normalisation approaches to DNN-based children's and adults' speech recognition

Romain Serizel , Diego Giuliani
2014 IEEE Spoken Language Technology Workshop (SLT 2014), Dec 2014, South Lake Tahoe, CA, United States. pp.135-140, ⟨10.1109/SLT.2014.7078563⟩
Communication dans un congrès hal-01393972 v1
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Deep neural network adaptation for children's and adults' speech recognition

Romain Serizel , Diego Giuliani
Italian Computational Linguistics Conference (CLiC-it), Dec 2014, Pise, Italy
Communication dans un congrès hal-01393975 v1
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Rank-1 Approximation Based Multichannel Wiener Filtering Algorithms For Noise Reduction In Cochlear Implants

Romain Serizel , Marc Moonen , Bas Van Dijk , Jan Wouters
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada
Communication dans un congrès hal-01393980 v1
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Output SNR analysis of integrated active noise control and noise reduction in hearing aids under a single speech source scenario

Romain Serizel , Marc Moonen , Jan Wouters , Søren Holdt Jensen
European Signal Processing Conference (EUSIPCO), Aug 2010, Aalborg, Denmark
Communication dans un congrès hal-01393977 v1
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A Weighted Approach for Integrated Active Noise Control and Noise Reduction in Hearing Aids

Romain Serizel , Marc Moonen , Jan Wouters , Søren Holdt Jensen
European Signal Processing Conference (EUSIPCO), Aug 2009, Glasgow, United Kingdom
Communication dans un congrès hal-01393985 v1
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A Zone of Quiet Based Approach to Integrated Active Noise Control and Noise Reduction in Hearing Aids

Romain Serizel , Marc Moonen , Jan Wouters , Søren Holdt Jensen
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), Oct 2009, New Paltz, United States
Communication dans un congrès hal-01393983 v1
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Combined Active Noise Control and noise reduction in Hearing Aids

Romain Serizel , Marc Moonen , Jan Wouters , Søren Holdt Jensen
International Workshop on Acoustic Echo and Noise Control (IWAENC), Sep 2008, Seattle, United States
Communication dans un congrès hal-01393988 v1

Noise model for Accuracy Constraint Determination in Fixed-Point Systems

Daniel Menard , Romain Serizel , Romuald Rocher , Olivier Sentieys
Workshop on Design and Architectures for Signal and Image Processing DASIP 2007, Nov 2007, Grenoble, France
Communication dans un congrès inria-00459290 v1
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Acoustic Features for Environmental Sound Analysis

Romain Serizel , Victor Bisot , Slim Essid , Gael Richard
Tuomas Virtanen; Mark D. Plumbley; Dan Ellis. Computational Analysis of Sound Scenes and Events, Springer International Publishing AG, pp.71-101, 2017, 978-3-319-63449-4. ⟨10.1007/978-3-319-63450-0_4⟩
Chapitre d'ouvrage hal-01575619 v1
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Multiview approaches to event detection and scene analysis

Slim Essid , Sanjeel Parekh , Ngoc Q. K. Duong , Romain Serizel , Alexey Ozerov et al.
Tuomas Virtanen; Mark D. Plumbley; Dan Ellis. Computational Analysis of Sound Scenes and Events, Springer, pp.243-276, 2017, 978-3319634494. ⟨10.1007/978-3-319-63450-0_9⟩
Chapitre d'ouvrage hal-01620341 v1

Multiview Approaches to Event Detection and Scene Analysis

Slim Essid , Sanjeel Parekh , Ngoc Q. K. Duong , Romain Serizel , Alexey Ozerov et al.
Computational Analysis of Sound Scenes and Events, Springer International Publishing AG, 2017
Chapitre d'ouvrage hal-02287697 v1
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Speaker Embeddings to Improve Tracking of Intermittent and Moving Speakers

Taous Iatariene , Can Cui , Alexandre Guérin , Romain Serizel
2025
Pré-publication, Document de travail hal-05001491 v1
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Domain-Invariant Representation Learning of Bird Sounds

Ilyass Moummad , Romain Serizel , Emmanouil Benetos , Nicolas Farrugia
2024
Pré-publication, Document de travail hal-04696391 v1
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Latent Watermarking of Audio Generative Models

Robin San Roman , Pierre Fernandez , Antoine Deleforge , Yossi Adi , Romain Serizel
2024
Pré-publication, Document de travail hal-04716743 v1
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Energy Consumption Trends in Sound Event Detection Systems

Constance Douwes , Romain Serizel
2024
Pré-publication, Document de travail hal-04697014 v1
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Le comportement des systèmes de reconnaissance du locuteur de l'état de l'art face aux variabiliés acoustiques

Mohammad Mohammadamini , Driss Matrouf , Jean-François Bonatsre , Sandipana Dowerah , Romain Serizel et al.
2022
Pré-publication, Document de travail hal-03564767 v1
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Towards an efficient computation of masks for multichannel speech enhancement

Louis Delebecque , Romain Serizel , Nicolas Furnon
2022
Pré-publication, Document de travail hal-03604983 v1

MULTICHANNEL SPEECH ENHANCEMENT FOR SPEAKER VERIFICATION IN NOISY AND REVERBERANT ENVIRONMENTS

Sandipana Dowerah , Romain Serizel , Denis Jouvet , Mohammad Mohammadamini , Driss Matrouf
2021
Pré-publication, Document de travail hal-03487420 v1
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SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays

Nicolas Furnon , Romain Serizel , Slim Essid , Irina Illina
2021
Pré-publication, Document de travail hal-04173974 v1
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Analysis of weak labels for sound event tagging

Nicolas Turpault , Romain Serizel , Emmanuel Vincent
2021
Pré-publication, Document de travail hal-03203692 v1
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The Speed Submission to DIHARD II: Contributions & Lessons Learned

Md Sahidullah , Jose Patino , Samuele Cornell , Ruiqing Yin , Sunit Sivasankaran et al.
2019
Pré-publication, Document de travail hal-02352840 v2