Accuracy Constraint Determination in Fixed-Point System Design. - Daniel Ménard; Romain Serizel; Romuald Rocher; Olivier Sentieys (EURASIP J. Embed. Syst., 2008)

A weighted approach for integrated active noise control and noise reduction in hearing aids. - Romain Serizel; Marc Moonen; Jan Wouters; Søren Holdt Jensen (EUSIPCO, 2009)

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 (WASPAA, 2009)

Integrated Active Noise Control and Noise Reduction in Hearing Aids. - Romain Serizel; Marc Moonen; Jan Wouters; Søren Holdt Jensen (IEEE Trans. Speech Audio Process., 2010)

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 Process., 2011)

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 Trans. Speech Audio Process., 2012)

Rank-1 approximation based multichannel wiener filtering algorithms for noise reduction in cochlear implants. - Romain Serizel; Marc Moonen; Bas van Dijk; Jan Wouters (ICASSP, 2013)

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 Process., 2013)

Binaural Integrated Active Noise Control and Noise Reduction in Hearing Aids. - Romain Serizel; Marc Moonen; Jan Wouters; Søren Holdt Jensen (IEEE Trans. Speech Audio Process., 2013)

FBK @ IWSLT 2014 - ASR track. - Bagher BabaAli; Romain Serizel; Shahab Jalalvand; Roberto Gretter; Diego Giuliani (IWSLT (Evaluation Campaign), 2014)

Vocal tract length normalisation approaches to DNN-based children's and adults' speech recognition. - Romain Serizel; Diego Giuliani (SLT, 2014)

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 Trans. Audio Speech Lang. Process., 2014)

Acoustic scene classification with matrix factorization for unsupervised feature learning. - Victor Bisot; Romain Serizel; Slim Essid; Gaël Richard (ICASSP, 2016)

Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification. - Romain Serizel; Slim Essid; Gaël Richard (ICASSP, 2016)

Machine listening techniques as a complement to video image analysis in forensics. - Romain Serizel; Victor Bisot; Slim Essid; Gaël Richard (ICIP, 2016)

Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence. - Romain Serizel; Slim Essid; Gaël Richard (MLSP, 2016)

Nonnegative Feature Learning Methods for Acoustic Scene Classification. - Victor Bisot; Romain Serizel; Slim Essid; Gaël Richard (DCASE, 2017)

Supervised group nonnegative matrix factorisation with similarity constraints and applications to speaker identification. - Romain Serizel; Victor Bisot; Slim Essid; Gaël Richard (ICASSP, 2017)

Leveraging deep neural networks with nonnegative representations for improved environmental sound classification. - Victor Bisot; Romain Serizel; Slim Essid; Gaël Richard (MLSP, 2017)

Deep-neural network approaches for speech recognition with heterogeneous groups of speakers including children. - Romain Serizel; Diego Giuliani (Nat. Lang. Eng., 2017)

Feature Learning With Matrix Factorization Applied to Acoustic Scene Classification. - Victor Bisot; Romain Serizel; Slim Essid; Gaël Richard (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

Large-scale weakly labeled semi-supervised sound event detection in domestic environments. - Romain Serizel; Nicolas Turpault; Hamid Eghbal-Zadeh; Ankit Parag Shah (DCASE, 2018)

Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. - Mathieu Fontaine 002; Fabian-Robert Stöter; Antoine Liutkus; Umut Simsekli; Romain Serizel; Roland Badeau (LVA/ICA, 2018)

Multiple-Input Neural Network-Based Residual Echo Suppression. - Guillaume Carbajal; Romain Serizel; Emmanuel Vincent 001; Eric Humbert (ICASSP, 2018)

Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings. - Lauréline Perotin; Romain Serizel; Emmanuel Vincent 001; Alexandre Guérin (ICASSP, 2018)

CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector. - Lauréline Perotin; Romain Serizel; Emmanuel Vincent 001; Alexandre Guérin (IWAENC, 2018)

Rank-1 constrained Multichannel Wiener Filter for speech recognition in noisy environments. - Ziteng Wang; Emmanuel Vincent 001; Romain Serizel; Yonghong Yan 002 (Comput. Speech Lang., 2018)

Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis. - Nicolas Turpault; Romain Serizel; Justin Salamon; Ankit Parag Shah (DCASE, 2019)

Semi-supervised Triplet Loss Based Learning of Ambient Audio Embeddings. - Nicolas Turpault; Romain Serizel; Emmanuel Vincent 001 (ICASSP, 2019)

Regression Versus Classification for Neural Network Based Audio Source Localization. - Lauréline Perotin; Alexandre Défossez; Emmanuel Vincent 001; Romain Serizel; Alexandre Guérin (WASPAA, 2019)

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 003; Romain Serizel; Lucio Marcenaro (CoRR, 2019)

The Speed Submission to DIHARD II: Contributions & Lessons Learned. - Md. Sahidullah; Jose Patino 001; Samuele Cornell; Ruiqing Yin; Sunit Sivasankaran; Hervé Bredin; Pavel Korshunov; Alessio Brutti; Romain Serizel; Emmanuel Vincent 001; Nicholas W. D. Evans; Sébastien Marcel; et al. (CoRR, 2019)

Joint DNN-Based Multichannel Reduction of Acoustic Echo, Reverberation and Noise. - Guillaume Carbajal; Romain Serizel; Emmanuel Vincent 001; Eric Humbert (CoRR, 2019)

CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings. - Lauréline Perotin; Romain Serizel; Emmanuel Vincent 001; Alexandre Guérin (IEEE J. Sel. Top. Signal Process., 2019)

Audio-Based Search and Rescue With a Drone: Highlights From the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions]. - Antoine Deleforge; Diego Di Carlo; Martin Strauss 003; Romain Serizel; Lucio Marcenaro (IEEE Signal Process. Mag., 2019)

Training Sound Event Detection on a Heterogeneous Dataset. - Nicolas Turpault; Romain Serizel (DCASE, 2020)

Improving Sound Event Detection in Domestic Environments using Sound Separation. - Nicolas Turpault; Scott Wisdom; Hakan Erdogan; John R. Hershey; Romain Serizel; Eduardo Fonseca; Prem Seetharaman; Justin Salamon (DCASE, 2020)

Foreground-Background Ambient Sound Scene Separation. - Michel Olvera; Emmanuel Vincent 001; Romain Serizel; Gilles Gasso (EUSIPCO, 2020)

DNN-based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. - Nicolas Furnon; Romain Serizel; Irina Illina; Slim Essid (ICASSP, 2020)

Sound Event Detection in Synthetic Domestic Environments. - Romain Serizel; Nicolas Turpault; Ankit Parag Shah; Justin Salamon (ICASSP, 2020)

Limitations of Weak Labels for Embedding and Tagging. - Nicolas Turpault; Romain Serizel; Emmanuel Vincent 001 (ICASSP, 2020)

Joint NN-Supported Multichannel Reduction of Acoustic Echo, Reverberation and Noise. - Guillaume Carbajal; Romain Serizel; Emmanuel Vincent 001; Eric Humbert (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Automated Audio Captioning by Fine-Tuning BART with AudioSet Tags. - Félix Gontier; Romain Serizel; Christophe Cerisara (DCASE, 2021)

The Impact of Non-Target Events in Synthetic Soundscapes for Sound Event Detection. - Francesca Ronchini; Romain Serizel; Nicolas Turpault; Samuele Cornell (DCASE, 2021)

Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. - Nicolas Furnon; Romain Serizel; Slim Essid; Irina Illina (EUSIPCO, 2021)

Compensate multiple distortions for speaker recognition systems. - Mohammad MohammadAmini; Driss Matrouf; Jean-François Bonastre; Romain Serizel; Sandipana Dowerah; Denis Jouvet (EUSIPCO, 2021)

Improving Sound Event Detection Metrics: Insights from DCASE 2020. - Giacomo Ferroni; Nicolas Turpault; Juan Azcarreta; Francesco Tuveri; Romain Serizel; Çagdas Bilen; Sacha Krstulovic (ICASSP, 2021)

Distributed Speech Separation in Spatially Unconstrained Microphone Arrays. - Nicolas Furnon; Romain Serizel; Irina Illina; Slim Essid (ICASSP, 2021)

Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes. - Nicolas Turpault; Romain Serizel; Scott Wisdom; Hakan Erdogan; John R. Hershey; Eduardo Fonseca; Prem Seetharaman; Justin Salamon (ICASSP, 2021)

What's all the Fuss about Free Universal Sound Separation Data? - Scott Wisdom; Hakan Erdogan; Daniel P. W. Ellis; Romain Serizel; Nicolas Turpault; Eduardo Fonseca; Justin Salamon; Prem Seetharaman; John R. Hershey (ICASSP, 2021)

UIAI System for Short-Duration Speaker Verification Challenge 2020. - Md. Sahidullah; Achintya Kumar Sarkar; Ville Vestman; Xuechen Liu; Romain Serizel; Tomi Kinnunen; Zheng-Hua Tan; Emmanuel Vincent 001 (SLT, 2021)

DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays. - Nicolas Furnon; Romain Serizel; Slim Essid; Irina Illina (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Contributions to speech processing and ambient sound analysis. - Romain Serizel (2022)

Integrating Isolated Examples with Weakly-Supervised Sound Event Detection: A Direct Approach. - Mohammad Abdollahi; Romain Serizel; Alain Rakotomamonjy; Gilles Gasso (DCASE, 2022)

Convolutional Neural Network for Audibility Assessment of Acoustic Alarms. - François Effa; Romain Serizel; Jean-Pierre Arz; Nicolas Grimault (DCASE, 2022)

Description and Analysis of Novelties Introduced in DCASE Task 4 2022 on the Baseline System. - Francesca Ronchini; Samuele Cornell; Romain Serizel; Nicolas Turpault; Eduardo Fonseca; Daniel P. W. Ellis (DCASE, 2022)

A Comprehensive Exploration of Noise Robustness and Noise Compensation in ResNet and TDNN-based Speaker Recognition Systems. - Mohammad MohammadAmini; Driss Matrouf; Jean-François Bonatsre; Sandipana Dowerah; Romain Serizel; Denis Jouvet (EUSIPCO, 2022)

Threshold Independent Evaluation of Sound Event Detection Scores. - Janek Ebbers; Reinhold Haeb-Umbach; Romain Serizel (ICASSP, 2022)

A Benchmark of State-of-the-Art Sound Event Detection Systems Evaluated on Synthetic Soundscapes. - Francesca Ronchini; Romain Serizel (ICASSP, 2022)

Barlow Twins self-supervised learning for robust speaker recognition. - Mohammad MohammadAmini; Driss Matrouf; Jean-François Bonastre; Sandipana Dowerah; Romain Serizel; Denis Jouvet (INTERSPEECH, 2022)

Learning Noise Robust ResNet-Based Speaker Embedding for Speaker Recognition. - Mohammad MohammadAmini; Driss Matrouf; Jean-François Bonastre; Sandipana Dowerah; Romain Serizel; Denis Jouvet (Odyssey, 2022)

Joint Optimization of Diffusion Probabilistic-Based Multichannel Speech Enhancement with Far-Field Speaker Verification. - Sandipana Dowerah; Romain Serizel; Denis Jouvet; Mohammad MohammadAmini; Driss Matrouf (SLT, 2022)

How to Leverage DNN-based speech enhancement for multi-channel speaker verification? - Sandipana Dowerah; Romain Serizel; Denis Jouvet; Mohammad MohammadAmini; Driss Matrouf (CoRR, 2022)

Weighted variance variational autoencoder for speech enhancement. - Ali Golmakani; Mostafa Sadeghi; Xavier Alameda-Pineda; Romain Serizel (CoRR, 2022)

BinauRec: A dataset to test the influence of the use of room impulse responses on binaural speech enhancement. - Louis Delebecque; Romain Serizel (EUSIPCO, 2023)

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)

Audio-Visual Speech Enhancement with a Deep Kalman Filter Generative Model. - Ali Golmakani; Mostafa Sadeghi; Romain Serizel (ICASSP, 2023)

Spice+: Evaluation of Automatic Audio Captioning Systems with Pre-Trained Language Models. - Félix Gontier; Romain Serizel; Christophe Cerisara (ICASSP, 2023)

Fast and Efficient Speech Enhancement with Variational Autoencoders. - Mostafa Sadeghi; Romain Serizel (ICASSP, 2023)

Performance Above All? Energy Consumption vs. Performance, a Study on Sound Event Detection with Heterogeneous Data. - Romain Serizel; Samuele Cornell; Nicolas Turpault (ICASSP, 2023)

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)

From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. - Robin San Roman; Yossi Adi; Antoine Deleforge; Romain Serizel; Gabriel Synnaeve; Alexandre Défossez (NeurIPS, 2023)

Post-Processing Independent Evaluation of Sound Event Detection Systems. - Janek Ebbers; Reinhold Haeb-Umbach; Romain Serizel (CoRR, 2023)

SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays. - Nicolas Furnon; Romain Serizel; Slim Essid; Irina Illina (CoRR, 2023)

Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning. - Ilyass Moummad; Romain Serizel; Nicolas Farrugia (CoRR, 2023)

Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection. - Ilyass Moummad; Romain Serizel; Nicolas Farrugia (CoRR, 2023)

RoboVox: A Single/Multi-channel Far-field Speaker Recognition Benchmark for a Mobile Robot. - Mohammad MohammadAmini; Driss Matrouf; Mickaël Rouvier; Jean-François Bonastre; Romain Serizel; Théophile Gonos (LREC/COLING, 2024)

Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds. - Ilyass Moummad; Nicolas Farrugia; Romain Serizel; Jeremy Froidevaux; Vincent Lostanlen (EUSIPCO, 2024)

Diffusion-Based Speech Enhancement with a Weighted Generative-Supervised Learning Loss. - Jean-Eudes Ayilo; Mostafa Sadeghi; Romain Serizel (ICASSP, 2024)

A Weighted-Variance Variational Autoencoder Model for Speech Enhancement. - Ali Golmakani; Mostafa Sadeghi; Xavier Alameda-Pineda; Romain Serizel (ICASSP, 2024)

Self-Supervised Learning for Few-Shot Bird Sound Classification. - Ilyass Moummad; Nicolas Farrugia; Romain Serizel (ICASSP Workshops, 2024)

Unsupervised Speech Enhancement with Diffusion-Based Generative Models. - Berné Nortier; Mostafa Sadeghi; Romain Serizel (ICASSP, 2024)

Performance and Energy Balance: A Comprehensive Study of State-of-the-Art Sound Event Detection Systems. - Francesca Ronchini; Romain Serizel (ICASSP, 2024)

Posterior Sampling Algorithms for Unsupervised Speech Enhancement with Recurrent Variational Autoencoder. - Mostafa Sadeghi; Romain Serizel (ICASSP, 2024)

Multi-Channel Extension of Pre-trained Models for Speaker Verification. - Ladislav Mosner; Romain Serizel; Lukás Burget; Oldrich Plchot; Emmanuel Vincent 001; Junyi Peng; Jan Cernocký (INTERSPEECH, 2024)

Normalizing Energy Consumption for Hardware-Independent Evaluation. - Constance Douwes; Romain Serizel (MLSP, 2024)

A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms. - Nasser-Eddine Monir; Paul Magron; Romain Serizel (CoRR, 2024)

DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels. - Samuele Cornell; Janek Ebbers; Constance Douwes; Irene Martín-Morató; Manu Harju; Annamaria Mesaros; Romain Serizel (CoRR, 2024)

From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED Systems. - Constance Douwes; Romain Serizel (CoRR, 2024)

Domain-Invariant Representation Learning of Bird Sounds. - Ilyass Moummad; Romain Serizel; Emmanouil Benetos; Nicolas Farrugia (CoRR, 2024)

Angular Distance Distribution Loss for Audio Classification. - Antonio Almudévar; Romain Serizel; Alfonso Ortega 001 (CoRR, 2024)

Diffusion-based Unsupervised Audio-visual Speech Enhancement. - Jean-Eudes Ayilo; Mostafa Sadeghi; Romain Serizel; Xavier Alameda-Pineda (ICASSP, 2025)

Energy Consumption Trends in Sound Event Detection Systems. - Constance Douwes; Romain Serizel (ICASSP, 2025)

A decade of DCASE: Achievements, practices, evaluations and future challenges. - Annamaria Mesaros; Romain Serizel; Toni Heittola; Tuomas Virtanen; Mark D. Plumbley (ICASSP, 2025)

Latent Watermarking of Audio Generative Models. - Robin San Roman; Pierre Fernandez; Antoine Deleforge; Yossi Adi; Romain Serizel (ICASSP, 2025)

Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement. - Mostafa Sadeghi; Jean-Eudes Ayilo; Romain Serizel; Xavier Alameda-Pineda (IEEE Signal Process. Lett., 2025)

Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models. - Riccardo Passoni; Francesca Ronchini; Luca Comanducci; Romain Serizel; Fabio Antonacci (CoRR, 2025)

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes. - Masahiro Yasuda; Binh Thien Nguyen; Noboru Harada; Romain Serizel; Mayank Mishra; Marc Delcroix; Shoko Araki; Daiki Takeuchi; Daisuke Niizumi; Yasunori Ohishi; Tomohiro Nakatani; Takao Kawamura; et al. (CoRR, 2025)

Tracking of Intermittent and Moving Speakers : Dataset and Metrics. - Taous Iatariene; Alexandre Guérin; Romain Serizel (CoRR, 2025)

Evaluating Multichannel Speech Enhancement Algorithms at the Phoneme Scale Across Genders. - Nasser-Eddine Monir; Paul Magron; Romain Serizel (CoRR, 2025)

Frequency-Weighted Training Losses for Phoneme-Level DNN-based Speech Enhancement. - Nasser-Eddine Monir; Paul Magron; Romain Serizel (CoRR, 2025)

Speaker Embeddings to Improve Tracking of Intermittent and Moving Speakers. - Taous Iatariene; Can Cui; Alexandre Guérin; Romain Serizel (CoRR, 2025)