Romain Serizel

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

Article dans une revue (17)

Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement Mostafa Sadeghi,Jean-Eudes Ayilo,Romain Serizel,Xavier Alameda-Pineda IEEE Signal Processing Letters, 2025, 32, pp.2694-2698. ⟨10.1109/LSP.2025.3583967⟩ Article dans une revue hal-05135495v1
Reducing noise with augmented reality in indoor soundscapes Nicolas Misdariis,Mathieu Lagrange,Romain Serizel Journal of the Acoustical Society of America, 2024, 155 (3_Supplement), pp.A179-A179. ⟨10.1121/10.0027235⟩ Article dans une revue hal-05302537v1
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-04645900v1
A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms Nasser-Eddine Monir,Paul Magron,Romain Serizel Trends in Hearing, 2024, 28, ⟨10.1177/23312165241292205⟩ Article dans une revue hal-04854449v1
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-02985867v3
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-02372579v4
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-02161897v1
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-01839883v2
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-01634449v1
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-01362864v2
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-01390905v1
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-01390918v1
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-01393937v1
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-01393931v1
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-01393939v1
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-01393940v1
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-00459254v1

Communication dans un congrès (86)

Speaker Embeddings to Improve Tracking of Intermittent and Moving Speakers Taous Iatariene,Can Cui,Alexandre Guérin,Romain Serizel 33rd European Signal Processing Conference (EUSIPCO 2025), Sep 2025, Palerme (Italie), Italy Communication dans un congrès hal-05001491v2
Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models Riccardo Passoni,Francesca Ronchini,Luca Comanducci,Romain Serizel,Fabio Antonacci IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, Oct 2025, Granlibakken Tahoe, United States Communication dans un congrès hal-05468351v1
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-04718254v2
A decade of DCASE: Achievements, practices, evaluations and future challenges Annamaria Mesaros,Romain Serizel,Toni Heittola,Tuomas Virtanen,Mark Plumbley ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Apr 2025, Hyderabad, France. pp.1-5, ⟨10.1109/ICASSP49660.2025.10887673⟩ Communication dans un congrès hal-05468341v1
Towards Low-Latency Tracking of Multiple Speakers With Short-Context Speaker Embeddings Taous Iatariene,Alexandre Guérin,Romain Serizel 2025 IEEE 27th International Workshop on Multimedia Signal Processing (MMSP), Sep 2025, Beijin, China Communication dans un congrès hal-05212018v1
Evaluating Multichannel Speech Enhancement Algorithms at the Phoneme Scale Across Genders Nasser-Eddine Monir,Paul Magron,Romain Serizel 33rd European Signal Processing Conference, Sep 2025, Palerme, Italy. ⟨10.48550/arXiv.2506.18691⟩ Communication dans un congrès hal-05328713v1
Frequency-Weighted Training Losses for Phoneme-Level DNN-based Speech Enhancement Nasser-Eddine Monir,Paul Magron,Romain Serizel IEEE 27th International Workshop on Multimedia Signal Processing, Sep 2025, Beijing, China. ⟨10.48550/arXiv.2506.18714⟩ Communication dans un congrès hal-05328729v1
Phoneme-Level Speech Intelligibility Reduction Aine Drelingyte,Romain Serizel,Mathieu Lagrange EUSIPCO 2025 - 33rd European Signal Processing Conference, Sep 2025, Palerme, Italy Communication dans un congrès hal-05172656v1
Tracking of Intermittent and Moving Speakers : Dataset and Metrics Taous Iatariene,Alexandre Guérin,Romain Serizel Proceedings of the 11th Convention of the European Acoustics Association Forum Acusticum 2025, Jun 2025, Malaga, Espagne, Spain Communication dans un congrès hal-05058365v1
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-03833827v2
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-04210707v2
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-04697122v1
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-04620733v1
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-04925735v1
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-04210679v2
RoboVox: A Single/Multi-channel Far-field Speaker Recognition Benchmark for a Mobile Robot Mohammad Mohammadamini,Driss Matrouf,Michael Rouvier,Jean-Francois Bonastre,Romain Serizelet al. LREC_COLING, ELRA, May 2024, Turino, Italy Communication dans un congrès hal-04536499v1
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-04697137v1
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-04925734v1
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-04892368v1
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-04210729v2
Multi-channel extension of pre-trained models for speaker verification Ladislav Mošner,Romain Serizel,Lukáš Burget,Oldřich Plchot,Emmanuel Vincentet al. Interspeech, Sep 2024, Kos, Greece Communication dans un congrès hal-04667593v1
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-04286654v1
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-03850797v1
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-04385022v1
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-04151411v1
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-04383609v1
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-03671583v2
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-03833836v2
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-04385004v1
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-03933981v1
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-04193377v1
From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion Robin San Roman,Yossi Adi,Antoine Deleforge,Romain Serizel,Gabriel Synnaeveet 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-04385071v1
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-03833814v2
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-04010329v1
Learning noise robust ResNet-based speaker embedding for speaker recognition Mohammad Mohammadamini,Driss Matrouf,Jean-François Bonastre,Sandipana Dowerah,Romain Serizelet al. Odyssey 2022 : The Speaker and Language Recognition Workshop, Jun 2022, Beijing, China Communication dans un congrès hal-03650549v1
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-03562763v1
Barlow Twins self-supervised learning for robust speaker recognition Mohammad Mohammadamini,Driss Matrouf,Jean-François A Bonastre,Sandipana Dowerah,Romain Serizelet al. Interspeech 2022 - Human and Humanizing Speech Technology, Sep 2022, Incheon, South Korea. ⟨10.21437/Interspeech.2022-11301⟩ Communication dans un congrès hal-03710445v2
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-03894965v1
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-03848387v1
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-03554305v2
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-03619903v2
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-03848388v1
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 Serizelet al. EUSIPCO 2022 - 30th European Signal Processing Conference, Aug 2022, Belgrade, Serbia Communication dans un congrès hal-03669919v1
What’s All the FUSS About Free Universal Sound Separation Data? Scott Wisdom,Hakan Erdogan,Daniel P W Ellis,Romain Serizel,Nicolas Turpaultet 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-02984693v1
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-03522488v1
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-03259801v1
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-02567542v2
UIAI System for Short-Duration Speaker Verification Challenge 2020 Md Sahidullah,Achintya Kumar Sarkar,Ville Vestman,Xuechen Liu,Romain Serizelet al. SLT 2021 - IEEE Spoken Language Technology Workshop, IEEE, Jan 2021, Shenzhen / Virtual, China. ⟨10.1109/SLT48900.2021.9383596⟩ Communication dans un congrès hal-02907037v2
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes Nicolas Turpault,Romain Serizel,Scott Wisdom,Hakan Erdogan,John R Hersheyet 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-02984675v1
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-02985794v3
Improving Sound Event Detection Metrics: Insights from DCASE 2020 Giacomo Ferroni,Nicolas Turpault,Juan Azcarreta,Francesco Tuveri,Romain Serizelet 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-02978422v1
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-03355184v1
Compensate multiple distortions for speaker recognition systems Mohammad Mohammadamini,Driss Matrouf,Jean-Francois Bonastre,Romain Serizel,Sandipana Dowerahet al. EUSIPCO 2021 - 29th European Signal Processing Conference, Aug 2021, Dublin / Virtual, Ireland. ⟨10.23919/EUSIPCO54536.2021.9615983⟩ Communication dans un congrès hal-03224675v1
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-02506387v1
Improving Sound Event Detection In Domestic Environments Using Sound Separation Nicolas Turpault,Scott Wisdom,Hakan Erdogan,John R Hershey,Romain Serizelet al. DCASE Workshop 2020 - Detection and Classification of Acoustic Scenes and Events, Nov 2020, Tokyo / Virtual, Japan Communication dans un congrès hal-02891700v4
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-02389159v3
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-02355573v2
Training Sound Event Detection On A Heterogeneous Dataset Nicolas Turpault,Romain Serizel DCASE Workshop, Nov 2020, Tokyo, Japan Communication dans un congrès hal-02891665v2
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-02467401v4
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-02025824v1
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-02160855v2
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-02125985v2
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-02114652v2
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-01723630v2
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-01850270v1
Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition Mathieu Fontaine,Fabian-Robert Stöter,Antoine Liutkus,Umut Şimşekli,Romain Serizelet 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-01766795v1
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-01699759v2
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-01840453v1
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-01576857v1
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-01484744v1
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-01636627v1
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-02287267v1
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-01393959v1
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-02943480v1
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-01393968v1
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-02288453v1
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-01393964v1
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-02287014v1
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-01393972v1
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-01393975v1
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-01393980v1
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-01393977v1
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-01393983v1
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-01393985v1
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-01393988v1
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-00459290v1

Chapitre d'ouvrage (2)

Multiview approaches to event detection and scene analysis Slim Essid,Sanjeel Parekh,Ngoc Q. K. Duong,Romain Serizel,Alexey Ozerovet 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-01620341v1
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-01575619v1

Pré-publication, Document de travail (10)

Metric analysis for spatial semantic segmentation of sound scenes Mayank Mishra,Paul Magron,Romain Serizel 2026 Pré-publication, Document de travail hal-05443978v1
Domain-Invariant Representation Learning of Bird Sounds Ilyass Moummad,Romain Serizel,Emmanouil Benetos,Nicolas Farrugia 2024 Pré-publication, Document de travail hal-04696391v1
Latent Watermarking of Audio Generative Models Robin San Roman,Pierre Fernandez,Antoine Deleforge,Yossi Adi,Romain Serizel 2024 Pré-publication, Document de travail hal-04716743v1
Energy Consumption Trends in Sound Event Detection Systems Constance Douwes,Romain Serizel 2024 Pré-publication, Document de travail hal-04697014v1
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 Serizelet al. 2022 Pré-publication, Document de travail hal-03564767v1
Towards an efficient computation of masks for multichannel speech enhancement Louis Delebecque,Romain Serizel,Nicolas Furnon 2022 Pré-publication, Document de travail hal-03604983v1
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-03487420v1
SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays Nicolas Furnon,Romain Serizel,Slim Essid,Irina Illina 2021 Pré-publication, Document de travail hal-04173974v1
Analysis of weak labels for sound event tagging Nicolas Turpault,Romain Serizel,Emmanuel Vincent 2021 Pré-publication, Document de travail hal-03203692v1
The Speed Submission to DIHARD II: Contributions & Lessons Learned Md Sahidullah,Jose Patino,Samuele Cornell,Ruiqing Yin,Sunit Sivasankaranet al. 2019 Pré-publication, Document de travail hal-02352840v2

Rapport (3)

Supervised contrastive learning for pre-training bioacoustic few-shot systems Ilyass Moummad,Romain Serizel,Nicolas Farrugia IMT Atlantique; LORIA. 2023 Rapport hal-04165306v1
Robovox: Far-Field Speaker Recognition By A Mobile Robot (Evaluation Plan) Mohammad Mohammadamini,Mickael Rouvier,Driss Matrouf,Jean-François Bonastre,Romain Serizelet al. Avignon Université. 2023 Rapport hal-04453630v1
Joint NN-Supported Multichannel Reduction of Acoustic Echo, Reverberation and Noise: Supporting Document Guillaume Carbajal,Romain Serizel,Emmanuel Vincent,Eric Humbert [Research Report] RR-9303, INRIA Nancy; Invoxia SAS. 2019 Rapport (rapport de recherche) hal-02372431v4

HDR (1)

Contributions to speech processing and ambient sound analysis Romain Serizel Computer Science [cs]. Université de Lorraine, 2022 HDR tel-03612609v1