Romain Serizel

146 papers A* 1A 3B 1C 2Misc 30Journal 71Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Diffusion-based Frameworks for Unsupervised Speech Enhancement. CoRR Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel, Xavier Alameda-Pineda
2026	J	`jnl`	The Costs of Reproducibility in Music Separation Research: a Replication of Band-Split RNN. CoRR Paul Magron, Romain Serizel, Constance Douwes
2025	Misc	`conf`	A decade of DCASE: Achievements, practices, evaluations and future challenges. ICASSP Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
2025	J	`jnl`	Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes. CoRR 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, Nobutaka Ono
2025	—	`conf`	Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models. WASPAA Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci
2025	J	`jnl`	Diffused Responsibility: Analyzing the Energy Consumption of Generative Text-to-Audio Diffusion Models. CoRR Riccardo Passoni, Francesca Ronchini, Luca Comanducci, Romain Serizel, Fabio Antonacci
2025	Misc	`conf`	Diffusion-based Unsupervised Audio-visual Speech Enhancement. ICASSP Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel, Xavier Alameda-Pineda
2025	Misc	`conf`	Energy Consumption Trends in Sound Event Detection Systems. ICASSP Constance Douwes, Romain Serizel
2025	—	`conf`	Evaluating Multichannel Speech Enhancement Algorithms at the Phoneme Scale Across Genders. EUSIPCO Nasser-Eddine Monir, Paul Magron, Romain Serizel
2025	J	`jnl`	Evaluating Multichannel Speech Enhancement Algorithms at the Phoneme Scale Across Genders. CoRR Nasser-Eddine Monir, Paul Magron, Romain Serizel
2025	C	`conf`	Frequency-Weighted Training Losses for Phoneme-Level DNN-based Speech Enhancement. MMSP Nasser-Eddine Monir, Paul Magron, Romain Serizel
2025	J	`jnl`	Frequency-Weighted Training Losses for Phoneme-Level DNN-based Speech Enhancement. CoRR Nasser-Eddine Monir, Paul Magron, Romain Serizel
2025	Misc	`conf`	Latent Watermarking of Audio Generative Models. ICASSP Robin San Roman, Pierre Fernandez, Antoine Deleforge, Yossi Adi, Romain Serizel
2025	J	`jnl`	Metric Analysis for Spatial Semantic Segmentation of Sound Scenes. CoRR Mayank Mishra, Paul Magron, Romain Serizel
2025	—	`conf`	Phoneme-Level Speech Intelligibility Reduction. EUSIPCO Aine Drelingyte, Romain Serizel, Mathieu Lagrange
2025	J	`jnl`	Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement. CoRR Mostafa Sadeghi, Jean-Eudes Ayilo, Romain Serizel, Xavier Alameda-Pineda
2025	J	`jnl`	Posterior Transition Modeling for Unsupervised Diffusion-Based Speech Enhancement. IEEE Signal Process. Lett. Mostafa Sadeghi, Jean-Eudes Ayilo, Romain Serizel, Xavier Alameda-Pineda
2025	—	`conf`	Speaker Embeddings to Improve Tracking of Intermittent and Moving Speakers. EUSIPCO Taous Iatariene, Can Cui, Alexandre Guérin, Romain Serizel
2025	J	`jnl`	Speaker Embeddings to Improve Tracking of Intermittent and Moving Speakers. CoRR Taous Iatariene, Can Cui, Alexandre Guérin, Romain Serizel
2025	C	`conf`	Towards Low-Latency Tracking of Multiple Speakers With Short-Context Speaker Embeddings. MMSP Taous Iatariene, Alexandre Guérin, Romain Serizel
2025	J	`jnl`	Towards Low-Latency Tracking of Multiple Speakers With Short-Context Speaker Embeddings. CoRR Taous Iatariene, Alexandre Guérin, Romain Serizel
2025	J	`jnl`	Tracking of Intermittent and Moving Speakers : Dataset and Metrics. CoRR Taous Iatariene, Alexandre Guérin, Romain Serizel
2024	J	`jnl`	A Phoneme-Scale Assessment of Multichannel Speech Enhancement Algorithms. CoRR Nasser-Eddine Monir, Paul Magron, Romain Serizel
2024	Misc	`conf`	A Weighted-Variance Variational Autoencoder Model for Speech Enhancement. ICASSP Ali Golmakani, Mostafa Sadeghi, Xavier Alameda-Pineda, Romain Serizel
2024	J	`jnl`	A decade of DCASE: Achievements, practices, evaluations and future challenges. CoRR Annamaria Mesaros, Romain Serizel, Toni Heittola, Tuomas Virtanen, Mark D. Plumbley
2024	J	`jnl`	Angular Distance Distribution Loss for Audio Classification. CoRR Antonio Almudévar, Romain Serizel, Alfonso Ortega
2024	J	`jnl`	DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels. CoRR Samuele Cornell, Janek Ebbers, Constance Douwes, Irene Martín-Morató, Manu Harju, Annamaria Mesaros, Romain Serizel
2024	Misc	`conf`	Diffusion-Based Speech Enhancement with a Weighted Generative-Supervised Learning Loss. ICASSP Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel
2024	J	`jnl`	Diffusion-based Unsupervised Audio-visual Speech Enhancement. CoRR Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel, Xavier Alameda-Pineda
2024	J	`jnl`	Domain-Invariant Representation Learning of Bird Sounds. CoRR Ilyass Moummad, Romain Serizel, Emmanouil Benetos, Nicolas Farrugia
2024	J	`jnl`	Energy Consumption Trends in Sound Event Detection Systems. CoRR Constance Douwes, Romain Serizel
2024	J	`jnl`	From Computation to Consumption: Exploring the Compute-Energy Link for Training and Testing Neural Networks for SED Systems. CoRR Constance Douwes, Romain Serizel
2024	J	`jnl`	Latent Watermarking of Audio Generative Models. CoRR Robin San Roman, Pierre Fernandez, Antoine Deleforge, Yossi Adi, Romain Serizel
2024	—	`conf`	Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds. EUSIPCO Ilyass Moummad, Nicolas Farrugia, Romain Serizel, Jeremy Froidevaux, Vincent Lostanlen
2024	J	`jnl`	Mixture of Mixups for Multi-label Classification of Rare Anuran Sounds. CoRR Ilyass Moummad, Nicolas Farrugia, Romain Serizel, Jeremy Froidevaux, Vincent Lostanlen
2024	A	`conf`	Multi-Channel Extension of Pre-trained Models for Speaker Verification. INTERSPEECH Ladislav Mosner, Romain Serizel, Lukás Burget, Oldrich Plchot, Emmanuel Vincent, Junyi Peng, Jan Cernocký
2024	—	`conf`	Normalizing Energy Consumption for Hardware-Independent Evaluation. MLSP Constance Douwes, Romain Serizel
2024	J	`jnl`	Normalizing Energy Consumption for Hardware-Independent Evaluation. CoRR Constance Douwes, Romain Serizel
2024	Misc	`conf`	Performance and Energy Balance: A Comprehensive Study of State-of-the-Art Sound Event Detection Systems. ICASSP Francesca Ronchini, Romain Serizel
2024	Misc	`conf`	Posterior Sampling Algorithms for Unsupervised Speech Enhancement with Recurrent Variational Autoencoder. ICASSP Mostafa Sadeghi, Romain Serizel
2024	—	`conf`	RoboVox: A Single/Multi-channel Far-field Speaker Recognition Benchmark for a Mobile Robot. LREC/COLING Mohammad MohammadAmini, Driss Matrouf, Mickaël Rouvier, Jean-François Bonastre, Romain Serizel, Théophile Gonos
2024	—	`conf`	Self-Supervised Learning for Few-Shot Bird Sound Classification. ICASSP Workshops Ilyass Moummad, Nicolas Farrugia, Romain Serizel
2024	Misc	`conf`	Unsupervised Speech Enhancement with Diffusion-Based Generative Models. ICASSP Berné Nortier, Mostafa Sadeghi, Romain Serizel
2023	Misc	`conf`	Audio-Visual Speech Enhancement with a Deep Kalman Filter Generative Model. ICASSP Ali Golmakani, Mostafa Sadeghi, Romain Serizel
2023	—	`conf`	BinauRec: A dataset to test the influence of the use of room impulse responses on binaural speech enhancement. EUSIPCO Louis Delebecque, Romain Serizel
2023	J	`jnl`	Diffusion-based speech enhancement with a weighted generative-supervised learning loss. CoRR Jean-Eudes Ayilo, Mostafa Sadeghi, Romain Serizel
2023	Misc	`conf`	Fast and Efficient Speech Enhancement with Variational Autoencoders. ICASSP Mostafa Sadeghi, Romain Serizel
2023	A*	`conf`	From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. NeurIPS Robin San Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Défossez
2023	J	`jnl`	From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. CoRR Robin San-Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Défossez
2023	Misc	`conf`	Lightweight Annotation and Class Weight Training for Automatic Estimation of Alarm Audibility in Noise. ICASSP François Effa, Romain Serizel, Jean-Pierre Arz, Nicolas Grimault
2023	Misc	`conf`	Performance Above All? Energy Consumption vs. Performance, a Study on Sound Event Detection with Heterogeneous Data. ICASSP Romain Serizel, Samuele Cornell, Nicolas Turpault
2023	J	`jnl`	Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems. CoRR Francesca Ronchini, Romain Serizel
2023	J	`jnl`	Post-Processing Independent Evaluation of Sound Event Detection Systems. CoRR Janek Ebbers, Reinhold Haeb-Umbach, Romain Serizel
2023	J	`jnl`	Posterior sampling algorithms for unsupervised speech enhancement with recurrent variational autoencoder. CoRR Mostafa Sadeghi, Romain Serizel
2023	J	`jnl`	Pretraining Representations for Bioacoustic Few-shot Detection using Supervised Contrastive Learning. CoRR Ilyass Moummad, Romain Serizel, Nicolas Farrugia
2023	J	`jnl`	Regularized Contrastive Pre-training for Few-shot Bioacoustic Sound Detection. CoRR Ilyass Moummad, Romain Serizel, Nicolas Farrugia
2023	J	`jnl`	SAMbA: Speech enhancement with Asynchronous ad-hoc Microphone Arrays. CoRR Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
2023	J	`jnl`	Self-Supervised Learning for Few-Shot Bird Sound Classification. CoRR Ilyass Moummad, Romain Serizel, Nicolas Farrugia
2023	A	`conf`	Self-supervised learning with Diffusion-based multichannel speech enhancement for speaker verification under noisy conditions. INTERSPEECH Sandipana Dowerah, Ajinkya Kulkarni, Romain Serizel, Denis Jouvet
2023	J	`jnl`	Self-supervised learning with diffusion-based multichannel speech enhancement for speaker verification under noisy conditions. CoRR Sandipana Dowerah, Ajinkya Kulkarni, Romain Serizel, Denis Jouvet
2023	Misc	`conf`	Spice+: Evaluation of Automatic Audio Captioning Systems with Pre-Trained Language Models. ICASSP Félix Gontier, Romain Serizel, Christophe Cerisara
2023	J	`jnl`	Unsupervised speech enhancement with diffusion-based generative models. CoRR Berné Nortier, Mostafa Sadeghi, Romain Serizel
2022	Misc	`conf`	A Benchmark of State-of-the-Art Sound Event Detection Systems Evaluated on Synthetic Soundscapes. ICASSP Francesca Ronchini, Romain Serizel
2022	—	`conf`	A Comprehensive Exploration of Noise Robustness and Noise Compensation in ResNet and TDNN-based Speaker Recognition Systems. EUSIPCO Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonatsre, Sandipana Dowerah, Romain Serizel, Denis Jouvet
2022	J	`jnl`	A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes. CoRR Francesca Ronchini, Romain Serizel
2022	J	`jnl`	Audio-visual speech enhancement with a deep Kalman filter generative model. CoRR Ali Golmakani, Mostafa Sadeghi, Romain Serizel
2022	A	`conf`	Barlow Twins self-supervised learning for robust speaker recognition. INTERSPEECH Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonastre, Sandipana Dowerah, Romain Serizel, Denis Jouvet
2022	—	`book`	Contributions to speech processing and ambient sound analysis. Romain Serizel
2022	—	`conf`	Convolutional Neural Network for Audibility Assessment of Acoustic Alarms. DCASE François Effa, Romain Serizel, Jean-Pierre Arz, Nicolas Grimault
2022	—	`conf`	Description and Analysis of Novelties Introduced in DCASE Task 4 2022 on the Baseline System. DCASE Francesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis
2022	J	`jnl`	Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system. CoRR Francesca Ronchini, Samuele Cornell, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Daniel P. W. Ellis
2022	J	`jnl`	Fast and efficient speech enhancement with variational autoencoders. CoRR Mostafa Sadeghi, Romain Serizel
2022	J	`jnl`	How to Leverage DNN-based speech enhancement for multi-channel speaker verification? CoRR Sandipana Dowerah, Romain Serizel, Denis Jouvet, Mohammad MohammadAmini, Driss Matrouf
2022	—	`conf`	Integrating Isolated Examples with Weakly-Supervised Sound Event Detection: A Direct Approach. DCASE Mohammad Abdollahi, Romain Serizel, Alain Rakotomamonjy, Gilles Gasso
2022	—	`conf`	Joint Optimization of Diffusion Probabilistic-Based Multichannel Speech Enhancement with Far-Field Speaker Verification. SLT Sandipana Dowerah, Romain Serizel, Denis Jouvet, Mohammad MohammadAmini, Driss Matrouf
2022	—	`conf`	Learning Noise Robust ResNet-Based Speaker Embedding for Speaker Recognition. Odyssey Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonastre, Sandipana Dowerah, Romain Serizel, Denis Jouvet
2022	—	`ed.`	Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, DCASE 2022, Nancy, France, November 3-4, 2022 DCASE Mathieu Lagrange, Annamaria Mesaros, Thomas Pellegrini, Gaël Richard, Romain Serizel, Dan Stowell
2022	Misc	`conf`	Threshold Independent Evaluation of Sound Event Detection Scores. ICASSP Janek Ebbers, Reinhold Haeb-Umbach, Romain Serizel
2022	J	`jnl`	Threshold Independent Evaluation of Sound Event Detection Scores. CoRR Janek Ebbers, Romain Serizel, Reinhold Haeb-Umbach
2022	J	`jnl`	Weighted variance variational autoencoder for speech enhancement. CoRR Ali Golmakani, Mostafa Sadeghi, Xavier Alameda-Pineda, Romain Serizel
2021	—	`conf`	Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. EUSIPCO Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
2021	J	`jnl`	Attention-based distributed speech enhancement for unconstrained microphone arrays with varying number of nodes. CoRR Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
2021	—	`conf`	Automated Audio Captioning by Fine-Tuning BART with AudioSet Tags. DCASE Félix Gontier, Romain Serizel, Christophe Cerisara
2021	—	`conf`	Compensate multiple distortions for speaker recognition systems. EUSIPCO Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonastre, Romain Serizel, Sandipana Dowerah, Denis Jouvet
2021	J	`jnl`	DNN-Based Mask Estimation for Distributed Speech Enhancement in Spatially Unconstrained Microphone Arrays. IEEE ACM Trans. Audio Speech Lang. Process. Nicolas Furnon, Romain Serizel, Slim Essid, Irina Illina
2021	Misc	`conf`	Distributed Speech Separation in Spatially Unconstrained Microphone Arrays. ICASSP Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
2021	Misc	`conf`	Improving Sound Event Detection Metrics: Insights from DCASE 2020. ICASSP Giacomo Ferroni, Nicolas Turpault, Juan Azcarreta, Francesco Tuveri, Romain Serizel, Çagdas Bilen, Sacha Krstulovic
2021	Misc	`conf`	Sound Event Detection and Separation: A Benchmark on Desed Synthetic Soundscapes. ICASSP Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
2021	—	`conf`	The Impact of Non-Target Events in Synthetic Soundscapes for Sound Event Detection. DCASE Francesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell
2021	J	`jnl`	The impact of non-target events in synthetic soundscapes for sound event detection. CoRR Francesca Ronchini, Romain Serizel, Nicolas Turpault, Samuele Cornell
2021	—	`conf`	UIAI System for Short-Duration Speaker Verification Challenge 2020. SLT Md. Sahidullah, Achintya Kumar Sarkar, Ville Vestman, Xuechen Liu, Romain Serizel, Tomi Kinnunen, Zheng-Hua Tan, Emmanuel Vincent
2021	Misc	`conf`	What's all the Fuss about Free Universal Sound Separation Data? ICASSP Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
2020	J	`jnl`	DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. CoRR Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
2020	Misc	`conf`	DNN-based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays. ICASSP Nicolas Furnon, Romain Serizel, Irina Illina, Slim Essid
2020	—	`conf`	Foreground-Background Ambient Sound Scene Separation. EUSIPCO Michel Olvera, Emmanuel Vincent, Romain Serizel, Gilles Gasso
2020	J	`jnl`	Foreground-Background Ambient Sound Scene Separation. CoRR Michel Olvera, Emmanuel Vincent, Romain Serizel, Gilles Gasso
2020	J	`jnl`	Improving Sound Event Detection In Domestic Environments Using Sound Separation. CoRR Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John R. Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
2020	J	`jnl`	Improving Sound Event Detection Metrics: Insights from DCASE 2020. CoRR Giacomo Ferroni, Nicolas Turpault, Juan Azcarreta, Francesco Tuveri, Romain Serizel, Çagdas Bilen, Sacha Krstulovic
2020	—	`conf`	Improving Sound Event Detection in Domestic Environments using Sound Separation. DCASE Nicolas Turpault, Scott Wisdom, Hakan Erdogan, John R. Hershey, Romain Serizel, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
2020	J	`jnl`	Joint NN-Supported Multichannel Reduction of Acoustic Echo, Reverberation and Noise. IEEE ACM Trans. Audio Speech Lang. Process. Guillaume Carbajal, Romain Serizel, Emmanuel Vincent, Eric Humbert
2020	Misc	`conf`	Limitations of Weak Labels for Embedding and Tagging. ICASSP Nicolas Turpault, Romain Serizel, Emmanuel Vincent
2020	J	`jnl`	Limitations of weak labels for embedding and tagging. CoRR Nicolas Turpault, Romain Serizel, Emmanuel Vincent
2020	J	`jnl`	Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes. CoRR Nicolas Turpault, Romain Serizel, Scott Wisdom, Hakan Erdogan, John R. Hershey, Eduardo Fonseca, Prem Seetharaman, Justin Salamon
2020	Misc	`conf`	Sound Event Detection in Synthetic Domestic Environments. ICASSP Romain Serizel, Nicolas Turpault, Ankit Parag Shah, Justin Salamon
2020	J	`jnl`	Training Sound Event Detection On A Heterogeneous Dataset. CoRR Nicolas Turpault, Romain Serizel
2020	—	`conf`	Training Sound Event Detection on a Heterogeneous Dataset. DCASE Nicolas Turpault, Romain Serizel
2020	J	`jnl`	UIAI System for Short-Duration Speaker Verification Challenge 2020. CoRR Md. Sahidullah, Achintya Kumar Sarkar, Ville Vestman, Xuechen Liu, Romain Serizel, Tomi Kinnunen, Zheng-Hua Tan, Emmanuel Vincent
2020	J	`jnl`	What's All the FUSS About Free Universal Sound Separation Data? CoRR Scott Wisdom, Hakan Erdogan, Daniel P. W. Ellis, Romain Serizel, Nicolas Turpault, Eduardo Fonseca, Justin Salamon, Prem Seetharaman, John R. Hershey
2019	J	`jnl`	Audio-Based Search and Rescue With a Drone: Highlights From the IEEE Signal Processing Cup 2019 Student Competition [SP Competitions]. IEEE Signal Process. Mag. Antoine Deleforge, Diego Di Carlo, Martin Strauss, Romain Serizel, Lucio Marcenaro
2019	J	`jnl`	Audio-Based Search and Rescue with a Drone: Highlights from the IEEE Signal Processing Cup 2019 Student Competition. CoRR Antoine Deleforge, Diego Di Carlo, Martin Strauss, Romain Serizel, Lucio Marcenaro
2019	J	`jnl`	CRNN-Based Multiple DoA Estimation Using Acoustic Intensity Features for Ambisonics Recordings. IEEE J. Sel. Top. Signal Process. Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin
2019	J	`jnl`	Joint DNN-Based Multichannel Reduction of Acoustic Echo, Reverberation and Noise. CoRR Guillaume Carbajal, Romain Serizel, Emmanuel Vincent, Eric Humbert
2019	—	`conf`	Regression Versus Classification for Neural Network Based Audio Source Localization. WASPAA Lauréline Perotin, Alexandre Défossez, Emmanuel Vincent, Romain Serizel, Alexandre Guérin
2019	Misc	`conf`	Semi-supervised Triplet Loss Based Learning of Ambient Audio Embeddings. ICASSP Nicolas Turpault, Romain Serizel, Emmanuel Vincent
2019	—	`conf`	Sound Event Detection in Domestic Environments with Weakly Labeled Data and Soundscape Synthesis. DCASE Nicolas Turpault, Romain Serizel, Justin Salamon, Ankit Parag Shah
2019	J	`jnl`	The Speed Submission to DIHARD II: Contributions & Lessons Learned. CoRR Md. Sahidullah, Jose Patino, Samuele Cornell, Ruiqing Yin, Sunit Sivasankaran, Hervé Bredin, Pavel Korshunov, Alessio Brutti, Romain Serizel, Emmanuel Vincent, Nicholas W. D. Evans, Sébastien Marcel, Stefano Squartini, Claude Barras
2018	—	`conf`	CRNN-based Joint Azimuth and Elevation Localization with the Ambisonics Intensity Vector. IWAENC Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin
2018	J	`jnl`	Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments. CoRR Romain Serizel, Nicolas Turpault, Hamid Eghbal-zadeh, Ankit Parag Shah
2018	—	`conf`	Large-scale weakly labeled semi-supervised sound event detection in domestic environments. DCASE Romain Serizel, Nicolas Turpault, Hamid Eghbal-zadeh, Ankit Parag Shah
2018	—	`conf`	Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition. LVA/ICA Mathieu Fontaine, Fabian-Robert Stöter, Antoine Liutkus, Umut Simsekli, Romain Serizel, Roland Badeau
2018	Misc	`conf`	Multichannel Speech Separation with Recurrent Neural Networks from High-Order Ambisonics Recordings. ICASSP Lauréline Perotin, Romain Serizel, Emmanuel Vincent, Alexandre Guérin
2018	Misc	`conf`	Multiple-Input Neural Network-Based Residual Echo Suppression. ICASSP Guillaume Carbajal, Romain Serizel, Emmanuel Vincent, Eric Humbert
2018	J	`jnl`	Rank-1 constrained Multichannel Wiener Filter for speech recognition in noisy environments. Comput. Speech Lang. Ziteng Wang, Emmanuel Vincent, Romain Serizel, Yonghong Yan
2017	J	`jnl`	Deep-neural network approaches for speech recognition with heterogeneous groups of speakers including children. Nat. Lang. Eng. Romain Serizel, Diego Giuliani
2017	J	`jnl`	Feature Learning With Matrix Factorization Applied to Acoustic Scene Classification. IEEE ACM Trans. Audio Speech Lang. Process. Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
2017	—	`conf`	Leveraging deep neural networks with nonnegative representations for improved environmental sound classification. MLSP Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
2017	—	`conf`	Nonnegative Feature Learning Methods for Acoustic Scene Classification. DCASE Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
2017	J	`jnl`	Rank-1 Constrained Multichannel Wiener Filter for Speech Recognition in Noisy Environments. CoRR Ziteng Wang, Emmanuel Vincent, Romain Serizel, Yonghong Yan
2017	Misc	`conf`	Supervised group nonnegative matrix factorisation with similarity constraints and applications to speaker identification. ICASSP Romain Serizel, Victor Bisot, Slim Essid, Gaël Richard
2016	Misc	`conf`	Acoustic scene classification with matrix factorization for unsupervised feature learning. ICASSP Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
2016	Misc	`conf`	Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification. ICASSP Romain Serizel, Slim Essid, Gaël Richard
2016	B	`conf`	Machine listening techniques as a complement to video image analysis in forensics. ICIP Romain Serizel, Victor Bisot, Slim Essid, Gaël Richard
2016	—	`conf`	Mini-batch stochastic approaches for accelerated multiplicative updates in nonnegative matrix factorisation with beta-divergence. MLSP Romain Serizel, Slim Essid, Gaël Richard
2014	—	`conf`	FBK @ IWSLT 2014 - ASR track. IWSLT (Evaluation Campaign) Bagher BabaAli, Romain Serizel, Shahab Jalalvand, Roberto Gretter, Diego Giuliani
2014	J	`jnl`	Low-rank Approximation Based Multichannel Wiener Filter Algorithms for Noise Reduction with Application in Cochlear Implants. IEEE ACM Trans. Audio Speech Lang. Process. Romain Serizel, Marc Moonen, Bas van Dijk, Jan Wouters
2014	—	`conf`	Vocal tract length normalisation approaches to DNN-based children's and adults' speech recognition. SLT Romain Serizel, Diego Giuliani
2013	J	`jnl`	A speech distortion weighting based approach to integrated active noise control and noise reduction in hearing aids. Signal Process. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen
2013	J	`jnl`	Binaural Integrated Active Noise Control and Noise Reduction in Hearing Aids. IEEE Trans. Speech Audio Process. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen
2013	Misc	`conf`	Rank-1 approximation based multichannel wiener filtering algorithms for noise reduction in cochlear implants. ICASSP Romain Serizel, Marc Moonen, Bas van Dijk, Jan Wouters
2012	J	`jnl`	A Zone-of-Quiet Based Approach to Integrated Active Noise Control and Noise Reduction for Speech Enhancement in Hearing Aids. IEEE Trans. Speech Audio Process. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen
2011	J	`jnl`	Output SNR analysis of integrated active noise control and noise reduction in hearing aids under a single speech source scenario. Signal Process. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen
2010	J	`jnl`	Integrated Active Noise Control and Noise Reduction in Hearing Aids. IEEE Trans. Speech Audio Process. Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen
2010	—	`conf`	Output SNR analysis of integrated active noise control and noise reduction in hearing aids under a single speech source scenario. EUSIPCO Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen
2009	—	`conf`	A weighted approach for integrated active noise control and noise reduction in hearing aids. EUSIPCO Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen
2009	—	`conf`	A zone of quiet based approach to integrated active noise control and noise reduction in hearing AIDS. WASPAA Romain Serizel, Marc Moonen, Jan Wouters, Søren Holdt Jensen
2008	J	`jnl`	Accuracy Constraint Determination in Fixed-Point System Design. EURASIP J. Embed. Syst. Daniel Ménard, Romain Serizel, Romuald Rocher, Olivier Sentieys