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Author

Romain Serizel

Observed names: R Serizel, R. Serizel, ROMAIN SERIZEL, Romain Sérizel, Serizel Romain, Serizel, Romain, serizel, romain
Institutions: Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Laboratoire Lorrain de Recherche en Informatique et ses Applications, Centre Inria de l'Université de Lorraine, MULTISPEECH: La parole multimodale en interaction, Université de Lorraine
Observed institutions: Télécom Paris, Centre National de la Recherche Scientifique, Institut national de recherche en sciences et technologies du numérique, Tampere University, ParisTech, Orange (France), Fondazione Bruno Kessler, Université Paris-Saclay, iMinds, Laboratoire Lorrain de Recherche en Informatique et ses Applications, Centre Inria de l'Université de Lorraine, Laboratoire Traitement et Communication de l’Information, MULTISPEECH: La parole multimodale en interaction, Université de Lorraine, KU Leuven
ORCID: 0000-0002-6848-0114
Observed ORCID: 0000-0002-6848-0114
OpenAlex ID: A5064988262
Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis
2019 · Nicolas Turpault, Romain Serizel, et al. · Detection and Classification of Acoustic Scenes and Events Workshop (DCASE) · 253
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CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings
2019 · Laureline Perotin, Romain Serizel, et al. · IEEE Journal of Selected Topics in Signal Processing · 156
Low-rank Approximation Based Multichannel Wiener Filter Algorithms for Noise Reduction with Application in Cochlear Implants
2014 · Romain Serizel, Marc Moonen, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 138
Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments
2018 · Serizel, Romain, Turpault, Nicolas, et al. · arXiv (Cornell University) · 125
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Sound Event Detection in Synthetic Domestic Environments
2020 · Romain Serizel, Nicolas Turpault, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 106
Acoustic scene classification with matrix factorization for unsupervised feature learning
2016 · Victor Bisot, Romain Serizel, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 79
What’s all the Fuss about Free Universal Sound Separation Data?
2021 · Scott Wisdom, Hakan Erdogan, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 73
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Deep-neural network approaches for speech recognition with heterogeneous groups of speakers including children
2016 · ROMAIN SERIZEL, DIEGO GIULIANI · Natural Language Engineering · 68
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Acoustic Features for Environmental Sound Analysis
2017 · Romain Serizel, Victor Bisot, et al. · Springer eBooks · 65
CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector
2018 · Laureline Perotin, Romain Serizel, et al. · International Workshop on Acoustic Signal Enhancement · 62
Audio-Based Search and Rescue With a Drone: Highlights From the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions]
2019 · Antoine Deleforge, Diego Di Carlo, et al. · IEEE Signal Processing Magazine · 54
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Regression Versus Classification for Neural Network Based Audio Source Localization
2019 · Laureline Perotin, Alexandre Defossez, et al. · IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) · 49
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Training Sound Event Detection On A Heterogeneous Dataset
2020 · Turpault, Nicolas, Serizel, Romain · arXiv (Cornell University) · 48
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Improving Sound Event Detection In Domestic Environments Using Sound Separation
2020 · Turpault, Nicolas, Wisdom, Scott, et al. · arXiv (Cornell University) · 47
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Integrated Active Noise Control and Noise Reduction in Hearing Aids
2009 · R Serizel, M Moonen, et al. · IEEE Transactions on Audio Speech and Language Processing · 47
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Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings
2018 · Laureline Perotin, Romain Serizel, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 42
Rank-1 constrained Multichannel Wiener Filter for speech recognition in noisy environments
2017 · Ziteng Wang, Emmanuel Vincent, et al. · Computer Speech & Language · 41
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Supervised Nonnegative Matrix Factorization for Acoustic Scene Classification
2016 · Bisot, Victor, Serizel, Romain, et al. · HAL · 40
Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes
2021 · Nicolas Turpault, Romain Serizel, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 36
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Multiple-Input Neural Network-Based Residual Echo Suppression
2018 · Guillaume Carbajal, Romain Serizel, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 32
Accuracy Constraint Determination in Fixed-Point System Design
2008 · D. Menard, R. Serizel, et al. · EURASIP Journal on Embedded Systems · 32
DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays
2021 · Nicolas Furnon, Romain Serizel, et al. · IEEE/ACM Transactions on Audio Speech and Language Processing · 29
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Improving Sound Event Detection Metrics: Insights from DCASE 2020
2021 · Giacomo Ferroni, Nicolas Turpault, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 27
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Semi-supervised Triplet Loss Based Learning of Ambient Audio Embeddings
2019 · Nicolas Turpault, Romain Serizel, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 26
Self-Supervised Learning for Few-Shot Bird Sound Classification
2024 · Ilyass Moummad, Nicolas Farrugia, et al. · IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) · 22
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Works count: 160
Citation count: 2,191
H-index: 24
I10-index: 46
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