Gaël Richard - RankMe

336 papers A* 15A 4B 8Misc 59Journal 132Unranked 109

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	S-PRESSO: Ultra Low Bitrate Sound Effect Compression With Diffusion Autoencoders And Offline Quantization. CoRR Zineb Lahrichi, Gaëtan Hadjeres, Gaël Richard, Geoffroy Peeters
2025	Misc	`conf`	A Hybrid Model for Weakly-Supervised Speech Dereverberation. ICASSP Louis Bahrman, Mathieu Fontaine, Gaël Richard
2025	J	`jnl`	A Hybrid Model for Weakly-Supervised Speech Dereverberation. CoRR Louis Bahrman, Mathieu Fontaine, Gaël Richard
2025	Misc	`conf`	AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. ICASSP Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda
2025	J	`jnl`	AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. CoRR Samir Sadok, Simon Leglaive, Laurent Girin, Gaël Richard, Xavier Alameda-Pineda
2025	J	`jnl`	Diff-TONE: Timestep Optimization for iNstrument Editing in Text-to-Music Diffusion Models. CoRR Teysir Baoueb, Xiaoyu Bie, Xi Wang, Gaël Richard
2025	J	`jnl`	Déréverbération non-supervisée de la parole par modèle hybride. CoRR Louis Bahrman, Mathieu Fontaine, Gaël Richard
2025	J	`jnl`	Désentrelacement Fréquentiel Doux pour les Codecs Audio Neuronaux. CoRR Benoît Giniès, Xiaoyu Bie, Olivier Fercoq, Gaël Richard
2025	J	`jnl`	Episode-specific Fine-tuning for Metric-based Few-shot Learners with Optimization-based Training. CoRR Xuanyu Zhuang, Geoffroy Peeters, Gaël Richard
2025	Misc	`conf`	F-StrIPE: Fast Structure-Informed Positional Encoding for Symbolic Music Generation. ICASSP Manvi Agarwal, Changhong Wang, Gaël Richard
2025	J	`jnl`	F-StrIPE: Fast Structure-Informed Positional Encoding for Symbolic Music Generation. CoRR Manvi Agarwal, Changhong Wang, Gaël Richard
2025	J	`jnl`	GLA-Grad++: An Improved Griffin-Lim Guided Diffusion Model for Speech Synthesis. CoRR Teysir Baoueb, Xiaoyu Bie, Mathieu Fontaine, Gaël Richard
2025	J	`jnl`	Harmonic-Percussive Disentangled Neural Audio Codec for Bandwidth Extension. CoRR Benoît Giniès, Xiaoyu Bie, Olivier Fercoq, Gaël Richard
2025	Misc	`conf`	Investigating the Sensitivity of Pre-trained Audio Embeddings to Common Effects. ICASSP Victor Deng, Changhong Wang, Gaël Richard, Brian McFee
2025	J	`jnl`	Investigating the Sensitivity of Pre-trained Audio Embeddings to Common Effects. CoRR Victor Deng, Changhong Wang, Gaël Richard, Brian McFee
2025	J	`jnl`	Is Phase Really Needed for Weakly-Supervised Dereverberation ? CoRR Marius Rodrigues, Louis Bahrman, Roland Badeau, Gaël Richard
2025	Misc	`conf`	Learning Source Disentanglement in Neural Audio Codec. ICASSP Xiaoyu Bie, Xubo Liu, Gaël Richard
2025	Misc	`conf`	Multiple Choice Learning for Efficient Speech Separation with Many Speakers. ICASSP David Perera, François Derrida, Théo Mariotte, Gaël Richard, Slim Essid
2025	J	`jnl`	Multiple Choice Learning of Low Rank Adapters for Language Modeling. CoRR Victor Letzelter, Hugo Malard, Mathieu Fontaine, Gaël Richard, Slim Essid, Andrei Bursuc, Patrick Pérez
2025	J	`jnl`	Of All StrIPEs: Investigating Structure-informed Positional Encoding for Efficient Music Generation. CoRR Manvi Agarwal, Changhong Wang, Gaël Richard
2025	J	`jnl`	PESTO: Real-Time Pitch Estimation with Self-supervised Transposition-equivariant Objective. CoRR Alain Riou, Bernardo Torres, Ben Hayes, Stefan Lattner, Gaëtan Hadjeres, Gaël Richard, Geoffroy Peeters
2025	J	`jnl`	PESTO: Real‑Time Pitch Estimation with Self‑Supervised Transposition‑Equivariant Objective. Trans. Int. Soc. Music. Inf. Retr. Alain Riou, Bernardo Torres, Ben Hayes, Stefan Lattner, Gaëtan Hadjeres, Gaël Richard, Geoffroy Peeters
2025	—	`conf`	Physically Informed Spatial Regularization for Sound Event Localization and Detection. WASPAA Haocheng Liu, Diego Di Carlo, Aditya Arie Nugraha, Kazuyoshi Yoshii, Gaël Richard, Mathieu Fontaine
2025	J	`jnl`	QINCODEC: Neural Audio Compression with Implicit Neural Codebooks. CoRR Zineb Lahrichi, Gaëtan Hadjeres, Gaël Richard, Geoffroy Peeters
2025	—	`conf`	QinCodec: Neural Audio Compression with Implicit Neural Codebooks. EUSIPCO Zineb Lahrichi, Gaëtan Hadjeres, Gaël Richard, Geoffroy Peeters
2025	—	`conf`	Soft Disentanglement in Frequency Bands for Neural Audio Codecs. EUSIPCO Benoît Giniès, Xiaoyu Bie, Olivier Fercoq, Gaël Richard
2025	J	`jnl`	Soft Disentanglement in Frequency Bands for Neural Audio Codecs. CoRR Benoît Giniès, Xiaoyu Bie, Olivier Fercoq, Gaël Richard
2025	J	`jnl`	The Inverse Drum Machine: Source Separation Through Joint Transcription and Analysis-by-Synthesis. CoRR Bernardo Torres, Geoffroy Peeters, Gaël Richard
2025	J	`jnl`	Translation-Equivariant Self-Supervised Learning for Pitch Estimation with Optimal Transport. CoRR Bernardo Torres, Alain Riou, Gaël Richard, Geoffroy Peeters
2025	J	`jnl`	U-DREAM: Unsupervised Dereverberation guided by a Reverberation Model. CoRR Louis Bahrman, Mathieu Fontaine, Gaël Richard
2025	A*	`conf`	iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models. EMNLP Michel Olvera, Changhong Wang, Paraskevas Stamatiadis, Gaël Richard, Slim Essid
2024	Misc	`conf`	A Fully Differentiable Model for Unsupervised Singing Voice Separation. ICASSP Gaël Richard, Pierre Chouteau, Bernardo Torres
2024	A*	`conf`	Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing. NeurIPS David Perera, Victor Letzelter, Théo Mariotte, Adrien Cortés, Mickaël Chen, Slim Essid, Gaël Richard
2024	J	`jnl`	Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing. CoRR David Perera, Victor Letzelter, Théo Mariotte, Adrien Cortés, Mickaël Chen, Slim Essid, Gaël Richard
2024	—	`conf`	Episodic Fine-Tuning Prototypical Networks for Optimization-Based Few-Shot Learning: Application to Audio Classification. MLSP Xuanyu Zhuang, Geoffroy Peeters, Gaël Richard
2024	J	`jnl`	Episodic fine-tuning prototypical networks for optimization-based few-shot learning: Application to audio classification. CoRR Xuanyu Zhuang, Geoffroy Peeters, Gaël Richard
2024	Misc	`conf`	GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model. ICASSP Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	J	`jnl`	GLA-Grad: A Griffin-Lim Extended Waveform Generation Diffusion Model. CoRR Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	—	`conf`	Invariance-Based Layer Regularization for Sound Event Detection. EUSIPCO David Perera, Slim Essid, Gaël Richard
2024	J	`jnl`	Learning Source Disentanglement in Neural Audio Codec. CoRR Xiaoyu Bie, Xubo Liu, Gaël Richard
2024	J	`jnl`	Model-Based Deep Learning for Music Information Research: Leveraging diverse knowledge sources to enhance explainability, controllability, and resource efficiency [Special Issue On Model-Based and Data-Driven Audio Signal Processing]. IEEE Signal Process. Mag. Gaël Richard, Vincent Lostanlen, Yi-Hsuan Yang, Meinard Müller
2024	J	`jnl`	Multiple Choice Learning for Efficient Speech Separation with Many Speakers. CoRR David Perera, François Derrida, Théo Mariotte, Gaël Richard, Slim Essid
2024	J	`jnl`	Singer Identity Representation Learning using Self-Supervised Techniques. CoRR Bernardo Torres, Stefan Lattner, Gaël Richard
2024	Misc	`conf`	SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. ICASSP Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	J	`jnl`	SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. CoRR Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	J	`jnl`	Special Issue on Model-Based and Data-Driven Audio Signal Processing [From the Guest Editors]. IEEE Signal Process. Mag. Sharon Gannot, Walter Kellermann, Zbynek Koldovský, Shoko Araki, Gaël Richard
2024	A	`conf`	Speech dereverberation constrained on room impulse response characteristics. INTERSPEECH Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	J	`jnl`	Speech dereverberation constrained on room impulse response characteristics. CoRR Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gaël Richard
2024	Misc	`conf`	Structure-Informed Positional Encoding for Music Generation. ICASSP Manvi Agarwal, Changhong Wang, Gaël Richard
2024	J	`jnl`	Structure-informed Positional Encoding for Music Generation. CoRR Manvi Agarwal, Changhong Wang, Gaël Richard
2024	J	`jnl`	Tackling Interpretability in Audio Classification Networks With Non-negative Matrix Factorization. IEEE ACM Trans. Audio Speech Lang. Process. Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Gaël Richard, Florence d'Alché-Buc
2024	Misc	`conf`	Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport. ICASSP Bernardo Torres, Geoffroy Peeters, Gaël Richard
2024	—	`conf`	Using Random Codebooks for Audio Neural AutoEncoders. EUSIPCO Benoît Giniès, Xiaoyu Bie, Olivier Fercoq, Gaël Richard
2024	J	`jnl`	WaveTransfer: A Flexible End-to-end Multi-instrument Timbre Transfer with Diffusion. CoRR Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gaël Richard
2024	—	`conf`	Wavetransfer: A Flexible End-to-End Multi-Instrument Timbre Transfer with Diffusion. MLSP Teysir Baoueb, Xiaoyu Bie, Hicham Janati, Gaël Richard
2024	A*	`conf`	Winner-takes-all learners are geometry-aware conditional density estimators. ICML Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez
2024	J	`jnl`	Winner-takes-all learners are geometry-aware conditional density estimators. CoRR Victor Letzelter, David Perera, Cédric Rommel, Mathieu Fontaine, Slim Essid, Gaël Richard, Patrick Pérez
2023	J	`jnl`	Audio Signal Processing in the 21st Century: The important outcomes of the past 25 years. IEEE Signal Process. Mag. Gaël Richard, Paris Smaragdis, Sharon Gannot, Patrick A. Naylor, Shoji Makino, Walter Kellermann, Akihiko Sugiyama
2023	Misc	`conf`	Learning Interpretable Filters In Wav-UNet For Speech Enhancement. ICASSP Félix Mathieu, Thomas Courtat, Gaël Richard, Geoffroy Peeters
2023	—	`ed.`	Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023. ISMIR Augusto Sarti, Fabio Antonacci, Mark Sandler, Paolo Bestagini, Simon Dixon, Beici Liang, Gaël Richard, Johan Pauwels
2023	A*	`conf`	Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis. NeurIPS Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, Gaël Richard
2023	J	`jnl`	Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis. CoRR Victor Letzelter, Mathieu Fontaine, Mickaël Chen, Patrick Pérez, Slim Essid, Gaël Richard
2023	—	`conf`	Singer Identity Representation Learning Using Self-Supervised Techniques. ISMIR Bernardo Torres, Stefan Lattner, Gaël Richard
2023	J	`jnl`	Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization. CoRR Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Gaël Richard, Florence d'Alché-Buc
2023	—	`conf`	Transfer Learning and Bias Correction With Pre-Trained Audio Embeddings. ISMIR Changhong Wang, Gaël Richard, Brian McFee
2023	J	`jnl`	Transfer Learning and Bias Correction with Pre-trained Audio Embeddings. CoRR Changhong Wang, Gaël Richard, Brian McFee
2023	J	`jnl`	Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport. CoRR Bernardo Torres, Geoffroy Peeters, Gaël Richard
2023	J	`jnl`	Unsupervised Music Source Separation Using Differentiable Parametric Source Models. IEEE ACM Trans. Audio Speech Lang. Process. Kilian Schulze-Forster, Gaël Richard, Liam Kelley, Clement S. J. Doire, Roland Badeau
2023	J	`jnl`	Video-to-Music Recommendation Using Temporal Alignment of Segments. IEEE Trans. Multim. Laure Prétet, Gaël Richard, Clément Souchier, Geoffroy Peeters
2023	J	`jnl`	Video-to-Music Recommendation using Temporal Alignment of Segments. CoRR Laure Prétet, Gaël Richard, Clément Souchier, Geoffroy Peeters
2022	—	`conf`	Exploiting Device and Audio Data to Tag Music with User-Aware Listening Contexts. ISMIR Karim M. Ibrahim, Elena V. Epure, Geoffroy Peeters, Gaël Richard
2022	J	`jnl`	Exploiting Device and Audio Data to Tag Music with User-Aware Listening Contexts. CoRR Karim M. Ibrahim, Elena V. Epure, Geoffroy Peeters, Gaël Richard
2022	—	`conf`	Latent and Adversarial Data Augmentations for Sound Event Detection and Classification. DCASE David Perera, Slim Essid, Gaël Richard
2022	A*	`conf`	Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF. NeurIPS Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc, Gaël Richard
2022	J	`jnl`	Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF. CoRR Jayneel Parekh, Sanjeel Parekh, Pavlo Mozharovskyi, Florence d'Alché-Buc, Gaël Richard
2022	Misc	`conf`	Phase Shifted Bedrosian Filterbank: An Interpretable Audio Front-End for Time-Domain Audio Source Separation. ICASSP Félix Mathieu, Thomas Courtat, Gaël Richard, Geoffroy Peeters
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	A*	`conf`	Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. COLT Milad Sefidgaran, Amin Gohari, Gaël Richard, Umut Simsekli
2022	J	`jnl`	Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. CoRR Milad Sefidgaran, Amin Gohari, Gaël Richard, Umut Simsekli
2022	J	`jnl`	Unsupervised Audio Source Separation Using Differentiable Parametric Source Models. CoRR Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard, Roland Badeau
2021	B	`conf`	Cross-Modal Music-Video Recommendation: A Study of Design Choices. IJCNN Laure Prétet, Gaël Richard, Geoffroy Peeters
2021	J	`jnl`	Cross-Modal Music-Video Recommendation: A Study of Design Choices. CoRR Laure Prétet, Gaël Richard, Geoffroy Peeters
2021	—	`conf`	DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis With GANs. ISMIR Javier Nistal, Stefan Lattner, Gaël Richard
2021	J	`jnl`	DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis with GANs. CoRR Javier Nistal, Stefan Lattner, Gaël Richard
2021	—	`ch.`	Deep Learning for Audio and Music. Multi-faceted Deep Learning Geoffroy Peeters, Gaël Richard
2021	A*	`conf`	Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. NeurIPS Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli
2021	J	`jnl`	Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks. CoRR Melih Barsbey, Milad Sefidgaran, Murat A. Erdogdu, Gaël Richard, Umut Simsekli
2021	—	`conf`	Is there a "language of music-video clips" ? A qualitative and quantitative study. ISMIR Laure Prétet, Gaël Richard, Geoffroy Peeters
2021	J	`jnl`	Is there a "language of music-video clips" ? A qualitative and quantitative study. CoRR Laure Prétet, Gaël Richard, Geoffroy Peeters
2021	Misc	`conf`	Neuro-Steered Music Source Separation With EEG-Based Auditory Attention Decoding And Contrastive-NMF. ICASSP Giorgia Cantisani, Slim Essid, Gaël Richard
2021	J	`jnl`	Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation. IEEE ACM Trans. Audio Speech Lang. Process. Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard, Roland Badeau
2021	J	`jnl`	Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework. CoRR Benoit Fuentes, Gaël Richard
2021	A*	`conf`	Relative Positional Encoding for Transformers with Linear Complexity. ICML Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
2021	J	`jnl`	Relative Positional Encoding for Transformers with Linear Complexity. CoRR Antoine Liutkus, Ondrej Cífka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gaël Richard
2021	J	`jnl`	Self-Supervised VQ-VAE For One-Shot Music Style Transfer. CoRR Ondrej Cífka, Alexey Ozerov, Umut Simsekli, Gaël Richard
2021	Misc	`conf`	Self-Supervised VQ-VAE for One-Shot Music Style Transfer. ICASSP Ondrej Cífka, Alexey Ozerov, Umut Simsekli, Gaël Richard
2021	—	`conf`	The Words Remain the Same: Cover Detection with Lyrics Transcription. ISMIR Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gaël Richard
2021	—	`conf`	User-Guided One-Shot Deep Model Adaptation for Music Source Separation. WASPAA Giorgia Cantisani, Alexey Ozerov, Slim Essid, Gaël Richard
2021	—	`conf`	VQCPC-GAN: Variable-Length Adversarial Audio Synthesis Using Vector-Quantized Contrastive Predictive Coding. WASPAA Javier Nistal, Cyran Aouameur, Stefan Lattner, Gaël Richard
2021	J	`jnl`	VQCPC-GAN: Variable-length Adversarial Audio Synthesis using Vector-Quantized Contrastive Predictive Coding. CoRR Javier Nistal, Cyran Aouameur, Stefan Lattner, Gaël Richard
2020	Misc	`conf`	Audio-Based Auto-Tagging With Contextual Tags for Music. ICASSP Karim M. Ibrahim, Jimena Royo-Letelier, Elena V. Epure, Geoffroy Peeters, Gaël Richard
2020	Misc	`conf`	Audio-Based Detection of Explicit Content in Music. ICASSP Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gaël Richard, Florence d'Alché-Buc
2020	J	`jnl`	Augmented skew-symmetric system for shallow-water system with surface tension allowing large gradient of density. J. Comput. Phys. Didier Bresch, Nicolas Cellier, Frédéric Couderc, Marguerite Gisclon, Pascal Noble, Gaël Richard, Christian Ruyer-Quil, Jean-Paul Vila
2020	—	`conf`	Comparing Representations for Audio Synthesis Using Generative Adversarial Networks. EUSIPCO Javier Nistal, Stefan Lattner, Gaël Richard
2020	J	`jnl`	Comparing Representations for Audio Synthesis Using Generative Adversarial Networks. CoRR Javier Nistal, Stefan Lattner, Gaël Richard
2020	B	`conf`	Confidence-based Weighted Loss for Multi-label Classification with Missing Labels. ICMR Karim M. Ibrahim, Elena V. Epure, Geoffroy Peeters, Gaël Richard
2020	—	`conf`	DRUMGAN: Synthesis of Drum Sounds with Timbral Feature Conditioning Using Generative Adversarial Networks. ISMIR Javier Nistal, Stefan Lattner, Gaël Richard
2020	J	`jnl`	DrumGAN: Synthesis of Drum Sounds With Timbral Feature Conditioning Using Generative Adversarial Networks. CoRR Javier Nistal, Stefan Lattner, Gaël Richard
2020	J	`jnl`	Groove2Groove: One-Shot Music Style Transfer With Supervision From Synthetic Data. IEEE ACM Trans. Audio Speech Lang. Process. Ondrej Cífka, Umut Simsekli, Gaël Richard
2020	Misc	`conf`	Joint Phoneme Alignment and Text-Informed Speech Separation on Highly Corrupted Speech. ICASSP Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard, Roland Badeau
2020	Misc	`conf`	Learning to Rank Music Tracks Using Triplet Loss. ICASSP Laure Prétet, Gaël Richard, Geoffroy Peeters
2020	J	`jnl`	Learning to rank music tracks using triplet loss. CoRR Laure Prétet, Gaël Richard, Geoffroy Peeters
2020	—	`conf`	Matrix Factorization for High Frequency Non Intrusive Load Monitoring: Definitions and Algorithms. NILM@SenSys Simon Henriet, Benoit Fuentes, Umut Simsekli, Gaël Richard
2020	—	`conf`	Multilingual lyrics-to-audio alignment. ISMIR Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gaël Richard, Florence d'Alché-Buc
2020	Misc	`conf`	Neutral to Lombard Speech Conversion with Deep Learning. ICASSP Enguerrand Gentet, Bertrand David, Sébastien Denjean, Gaël Richard, Vincent Roussarie
2020	—	`conf`	Should we consider the users in contextual music auto-tagging models?. ISMIR Karim M. Ibrahim, Elena V. Epure, Geoffroy Peeters, Gaël Richard
2020	Misc	`conf`	Speech Intelligibility Enhancement by Equalization for in-Car Applications. ICASSP Enguerrand Gentet, Bertrand David, Sébastien Denjean, Gaël Richard, Vincent Roussarie
2020	B	`conf`	The POTUS Corpus, a Database of Weekly Addresses for the Study of Stance in Politics and Virtual Agents. LREC Thomas Janssoone, Kévin Bailly, Gaël Richard, Chloé Clavel
2020	J	`jnl`	Weakly Supervised Representation Learning for Audio-Visual Scene Analysis. IEEE ACM Trans. Audio Speech Lang. Process. Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
2019	J	`jnl`	Audiovisual Analysis of Music Performances: Overview of an Emerging Field. IEEE Signal Process. Mag. Zhiyao Duan, Slim Essid, Cynthia C. S. Liem, Gaël Richard, Gaurav Sharma
2019	J	`jnl`	Augmented Skew-Symetric System for Shallow-Water System with Surface Tension Allowing Large Gradient of Density. CoRR Didier Bresch, Nicolas Cellier, Frédéric Couderc, Marguerite Gisclon, Pascal Noble, Gaël Richard, Christian Ruyer-Quil, Jean-Paul Vila
2019	—	`conf`	EEG-Based Decoding of Auditory Attention to a Target Instrument in Polyphonic Music. WASPAA Giorgia Cantisani, Slim Essid, Gaël Richard
2019	A*	`conf`	First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise. NeurIPS Thanh Huy Nguyen, Umut Simsekli, Mert Gürbüzbalaban, Gaël Richard
2019	J	`jnl`	First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise. CoRR Thanh Huy Nguyen, Umut Simsekli, Mert Gürbüzbalaban, Gaël Richard
2019	—	`conf`	Identify, Locate and Separate: Audio-Visual Object Extraction in Large Video Collections Using Weak Supervision. WASPAA Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
2019	J	`jnl`	Independent-Variation Matrix Factorization With Application to Energy Disaggregation. IEEE Signal Process. Lett. Simon Henriet, Umut Simsekli, Sergio Dos Santos, Benoit Fuentes, Gaël Richard
2019	—	`conf`	MAD-EEG: an EEG dataset for decoding auditory attention to a target instrument in polyphonic music. SMM Giorgia Cantisani, Gabriel Trégoat, Slim Essid, Gaël Richard
2019	A*	`conf`	Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization. ICML Thanh Huy Nguyen, Umut Simsekli, Gaël Richard
2019	J	`jnl`	Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization. CoRR Thanh Huy Nguyen, Umut Simsekli, Gaël Richard
2019	J	`jnl`	On the Heavy-Tailed Theory of Stochastic Gradient Descent for Deep Neural Networks. CoRR Umut Simsekli, Mert Gürbüzbalaban, Thanh Huy Nguyen, Gaël Richard, Levent Sagun
2019	—	`conf`	Supervised Symbolic Music Style Translation Using Synthetic Data. ISMIR Ondrej Cífka, Umut Simsekli, Gaël Richard
2019	J	`jnl`	Supervised Symbolic Music Style Translation Using Synthetic Data. CoRR Ondrej Cífka, Umut Simsekli, Gaël Richard
2019	—	`conf`	Weakly Informed Audio Source Separation. WASPAA Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard, Roland Badeau
2018	J	`jnl`	A Generative Model for Non-Intrusive Load Monitoring in Commercial Buildings. CoRR Simon Henriet, Umut Simsekli, Benoit Fuentes, Gaël Richard
2018	Misc	`conf`	Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. ICASSP Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gaël Richard
2018	A*	`conf`	Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization. ICML Umut Simsekli, Çagatay Yildiz, Thanh Huy Nguyen, A. Taylan Cemgil, Gaël Richard
2018	J	`jnl`	Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization. CoRR Umut Simsekli, Çagatay Yildiz, Thanh Huy Nguyen, Gaël Richard, A. Taylan Cemgil
2018	J	`jnl`	Efficient Bayesian Model Selection in PARAFAC via Stochastic Thermodynamic Integration. IEEE Signal Process. Lett. Thanh Huy Nguyen, Umut Simsekli, Gaël Richard, Ali Taylan Cemgil
2018	J	`jnl`	Hybrid Projective Nonnegative Matrix Factorization With Drum Dictionaries for Harmonic/Percussive Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. Clement Laroche, Matthieu Kowalski, Hélène Papadopoulos, Gaël Richard
2018	J	`jnl`	Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision. CoRR Sanjeel Parekh, Alexey Ozerov, Slim Essid, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
2018	—	`ed.`	Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, DCASE 2018, Surrey, UK, November 19-20, 2018 DCASE Mark D. Plumbley, Christian Kroos, Juan Pablo Bello, Gaël Richard, Daniel P. W. Ellis, Annamaria Mesaros
2018	J	`jnl`	Student's t Source and Mixing Models for Multichannel Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. Simon Leglaive, Roland Badeau, Gaël Richard
2018	—	`conf`	Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CVPR Workshops Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
2018	J	`jnl`	Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. CoRR Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
2017	Misc	`conf`	Alpha-stable multichannel audio source separation. ICASSP Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gaël Richard
2017	Misc	`conf`	Drum extraction in single channel audio signals using multi-layer Non negative Matrix Factor Deconvolution. ICASSP Clement Laroche, Hélène Papadopoulos, Matthieu Kowalski, Gaël Richard
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`	Guiding audio source separation by video object information. WASPAA Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
2017	J	`jnl`	Introduction to the Special Section on Sound Scene and Event Analysis. IEEE ACM Trans. Audio Speech Lang. Process. Gaël Richard, Tuomas Virtanen, Juan Pablo Bello, Nobutaka Ono, Hervé Glotin
2017	—	`conf`	Leveraging deep neural networks with nonnegative representations for improved environmental sound classification. MLSP Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
2017	Misc	`conf`	Motion informed audio source separation. ICASSP Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Pérez, Gaël Richard
2017	Misc	`conf`	Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations. ICASSP Simon Leglaive, Roland Badeau, Gaël Richard
2017	—	`conf`	Nonnegative Feature Learning Methods for Acoustic Scene Classification. DCASE Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
2017	Misc	`conf`	Overlapping sound event detection with supervised Nonnegative Matrix Factorization. ICASSP Victor Bisot, Slim Essid, Gaël Richard
2017	Misc	`conf`	Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization. ICASSP Umut Simsekli, Alain Durmus, Roland Badeau, Gaël Richard, Eric Moulines, A. Taylan Cemgil
2017	J	`jnl`	Reassigned time-frequency representations of discrete time signals and application to the Constant-Q Transform. Signal Process. Sébastien Fenet, Roland Badeau, Gaël Richard
2017	J	`jnl`	Robust Downbeat Tracking Using an Ensemble of Convolutional Networks. IEEE ACM Trans. Audio Speech Lang. Process. Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard
2017	J	`jnl`	Règles d'associations temporelles de signaux sociaux pour la synthèse d'agents conversationnels animés. Application aux attitudes sociales. Rev. d'Intelligence Artif. Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gaël Richard
2017	—	`conf`	Semi-blind student's t source separation for multichannel audio convolutive mixtures. EUSIPCO Simon Leglaive, Roland Badeau, Gaël Richard
2017	—	`conf`	Separating time-frequency sources from time-domain convolutive mixtures using non-negative matrix factorization. WASPAA Simon Leglaive, Roland Badeau, Gaël Richard
2017	J	`jnl`	Speech intelligibility improvement in car noise environment by voice transformation. Speech Commun. Karan Nathwani, Gaël Richard, Bertrand David, Pierre Prablanc, Vincent Roussarie
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
2017	—	`conf`	Synthetic dataset generation for non-intrusive load monitoring in commercial buildings. BuildSys Simon Henriet, Umut Simsekli, Gaël Richard, Benoit Fuentes
2016	Misc	`conf`	Acoustic scene classification with matrix factorization for unsupervised feature learning. ICASSP Victor Bisot, Romain Serizel, Slim Essid, Gaël Richard
2016	—	`conf`	Autoregressive moving average modeling of late reverberation in the frequency domain. EUSIPCO Simon Leglaive, Roland Badeau, Gaël Richard
2016	Misc	`conf`	Feature adapted convolutional neural networks for downbeat tracking. ICASSP Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard
2016	Misc	`conf`	Formant shifting for speech intelligibility improvement in car noise environment. ICASSP Karan Nathwani, Morgane Daniel, Gaël Richard, Bertrand David, Vincent Roussarie
2016	J	`jnl`	Fusion Methods for Speech Enhancement and Audio Source Separation. IEEE ACM Trans. Audio Speech Lang. Process. Xabier Jaureguiberry, Emmanuel Vincent, Gaël Richard
2016	—	`conf`	Genre Specific Dictionaries for Harmonic/Percussive Source Separation. ISMIR Clement Laroche, Hélène Papadopoulos, Matthieu Kowalski, 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
2016	J	`jnl`	Multichannel Audio Source Separation With Probabilistic Reverberation Priors. IEEE ACM Trans. Audio Speech Lang. Process. Simon Leglaive, Roland Badeau, Gaël Richard
2016	J	`jnl`	Robust Downbeat Tracking Using an Ensemble of Convolutional Networks. CoRR Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard
2016	—	`conf`	Stochastic Gradient Richardson-Romberg Markov Chain Monte Carlo. NIPS Alain Durmus, Umut Simsekli, Eric Moulines, Roland Badeau, Gaël Richard
2016	A*	`conf`	Stochastic Quasi-Newton Langevin Monte Carlo. ICML Umut Simsekli, Roland Badeau, A. Taylan Cemgil, Gaël Richard
2016	Misc	`conf`	Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC. ICASSP Umut Simsekli, Roland Badeau, Gaël Richard, Ali Taylan Cemgil
2016	B	`conf`	Using Temporal Association Rules for the Synthesis of Embodied Conversational Agents with a Specific Stance. IVA Thomas Janssoone, Chloé Clavel, Kevin Bailly, Gaël Richard
2015	—	`conf`	A structured nonnegative matrix factorization for source separation. EUSIPCO Clement Laroche, Matthieu Kowalski, Hélène Papadopoulos, Gaël Richard
2015	Misc	`conf`	Downbeat tracking with multiple features and deep neural networks. ICASSP Simon Durand, Juan Pablo Bello, Bertrand David, Gaël Richard
2015	—	`conf`	Geometric-based reverberator using acoustic rendering networks. WASPAA Hequn Bai, Gaël Richard, Laurent Daudet
2015	—	`conf`	HOG and subband power distribution image features for acoustic scene classification. EUSIPCO Victor Bisot, Slim Essid, Gaël Richard
2015	J	`jnl`	Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks. IEEE ACM Trans. Audio Speech Lang. Process. Hequn Bai, Gaël Richard, Laurent Daudet
2015	—	`conf`	Multichannel audio source separation with probabilistic reverberation modeling. WASPAA Simon Leglaive, Roland Badeau, Gaël Richard
2015	Misc	`conf`	Multipitch estimation using a PLCA-based model: Impact of partial user annotation. ICASSP Camila de Andrade Scatolini, Gaël Richard, Benoit Fuentes
2015	J	`jnl`	TPT-Dance&Actions : un corpus multimodal d'activités humaines. Traitement du Signal Aymeric Masurelle, Ahmed Rida Sekkat, Slim Essid, Gaël Richard
2014	J	`jnl`	Blind Denoising with Random Greedy Pursuits. IEEE Signal Process. Lett. Manuel Moussallam, Alexandre Gramfort, Laurent Daudet, Gaël Richard
2014	—	`conf`	Controlling the convergence rate to help parameter estimation in a PLCA-based model. EUSIPCO Benoit Fuentes, Roland Badeau, Gaël Richard
2014	Misc	`conf`	Enhancing downbeat detection when facing different music styles. ICASSP Simon Durand, Bertrand David, Gaël Richard
2014	Misc	`conf`	Gesture recognition using a NMF-based representation of motion-traces extracted from depth silhouettes. ICASSP Aymeric Masurelle, Slim Essid, Gaël Richard
2014	—	`conf`	Informed Audio Source Separation. Semantic Audio Gaël Richard
2014	J	`jnl`	Melody Extraction from Polyphonic Music Signals: Approaches, applications, and challenges. IEEE Signal Process. Mag. Justin Salamon, Emilia Gómez, Daniel P. W. Ellis, Gaël Richard
2014	A	`conf`	Multiple-order non-negative matrix factorization for speech enhancement. INTERSPEECH Xabier Jaureguiberry, Emmanuel Vincent, Gaël Richard
2014	Misc	`conf`	Single channel reverberation suppression based on sparse linear prediction. ICASSP Nicolás López, Yves Grenier, Gaël Richard, Ivan Bourmeyster
2014	—	`conf`	Template Adaptation for Improving Automatic Music Transcription. ISMIR Emmanouil Benetos, Roland Badeau, Tillman Weyde, Gaël Richard
2014	—	`conf`	Variational Bayesian model averaging for audio source separation. SSP Xabier Jaureguiberry, Emmanuel Vincent, Gaël Richard
2013	J	`jnl`	A multi-modal dance corpus for research into interaction between humans in virtual environments. J. Multimodal User Interfaces Slim Essid, Xinyu Lin, Marc Gowing, Georgios Kordelas, Anil Aksay, Philip Kelly, Thomas Fillon, Qianni Zhang, Alfred Dielmann, Vlado Kitanovski, Robin Tournemenne, Aymeric Masurelle, Ebroul Izquierdo, Noel E. O'Connor, Petros Daras, Gaël Richard
2013	—	`conf`	An Extended Audio Fingerprint Method with Capabilities for Similar Music Detection. ISMIR Sébastien Fenet, Yves Grenier, Gaël Richard
2013	J	`jnl`	An Overview on Perceptually Motivated Audio Indexing and Classification. Proc. IEEE Gaël Richard, Shiva Sundaram, Shrikanth S. Narayanan
2013	—	`conf`	An overview of informed audio source separation. WIAMIS Antoine Liutkus, Jean-Louis Durrieu, Laurent Daudet, Gaël Richard
2013	—	`conf`	Blending real with virtual in 3DLife. WIAMIS Konstantinos C. Apostolakis, Dimitrios S. Alexiadis, Petros Daras, David S. Monaghan, Noel E. O'Connor, Benjamin Prestele, Peter Eisert, Gaël Richard, Qianni Zhang, Ebroul Izquierdo, Maher Ben Moussa, Nadia Magnenat-Thalmann
2013	J	`jnl`	Blind Denoising with Random Greedy Pursuits. CoRR Manuel Moussallam, Alexandre Gramfort, Laurent Daudet, Gaël Richard
2013	J	`jnl`	Coding-Based Informed Source Separation: Nonnegative Tensor Factorization Approach. IEEE Trans. Speech Audio Process. Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
2013	—	`conf`	Does dereverberation help multichannel source separation? A case study. EUSIPCO Nicolás López, Mounira Maazaoui, Yves Grenier, Gaël Richard, Ivan Bourmeyster
2013	—	`conf`	Exploring new features for music classification. WIAMIS Rémi Foucard, Slim Essid, Gaël Richard, Mathieu Lagrange
2013	J	`jnl`	Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription. IEEE Trans. Speech Audio Process. Benoit Fuentes, Roland Badeau, Gaël Richard
2013	—	`conf`	Introducing a simple fusion framework for audio source separation. MLSP Xabier Jaureguiberry, Gaël Richard, Pierre Leveau, Romain Hennequin, Emmanuel Vincent
2013	J	`jnl`	Learning Optimal Features for Polyphonic Audio-to-Score Alignment. IEEE Trans. Speech Audio Process. Cyril Joder, Slim Essid, Gaël Richard
2013	Misc	`conf`	Low bitrate informed source separation of realistic mixtures. ICASSP Antoine Liutkus, Roland Badeau, Gaël Richard
2013	—	`conf`	Modeling early reflections of room impulse responses using a radiance transfer method. WASPAA Hequn Bai, Gaël Richard, Laurent Daudet
2013	—	`conf`	Multimodal classification of dance movements using body joint trajectories and step sounds. WIAMIS Aymeric Masurelle, Slim Essid, Gaël Richard
2013	J	`jnl`	Parametric Audio Coding With Exponentially Damped Sinusoids. IEEE Trans. Speech Audio Process. Olivier Derrien, Roland Badeau, Gaël Richard
2013	—	`ch.`	Recognition of Acoustic Emotion. Emotion-Oriented Systems Chloé Clavel, Gaël Richard
2012	—	`conf`	A framework for fingerprint-based detection of repeating objects in multimedia streams. EUSIPCO Sébastien Fenet, Manuel Moussallam, Yves Grenier, Gaël Richard, Laurent Daudet
2012	Misc	`conf`	A probabilistic approach to simultaneous extraction of beats and downbeats. ICASSP Maksim Khadkevich, Thomas Fillon, Gaël Richard, Maurizio Omologo
2012	Misc	`conf`	A regressive boosting approach to automatic audio tagging based on soft annotator fusion. ICASSP Rémi Foucard, Slim Essid, Mathieu Lagrange, Gaël Richard
2012	Misc	`conf`	Adaptive filtering for music/voice separation exploiting the repeating musical structure. ICASSP Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gaël Richard
2012	—	`conf`	Audio source separation informed by redundancy with greedy multiscale decompositions. EUSIPCO Manuel Moussallam, Gaël Richard, Laurent Daudet
2012	—	`conf`	Blind Harmonic Adaptive Decomposition applied to supervised source separation. EUSIPCO Benoit Fuentes, Roland Badeau, Gaël Richard
2012	—	`ch.`	Fusion of Multimodal Information in Music Content Analysis. Multimodal Music Processing Slim Essid, Gaël Richard
2012	—	`conf`	Informed audio source separation: A comparative study. EUSIPCO Antoine Liutkus, Stanislaw Gorlow, Nicolas Sturmel, Shuhua Zhang, Laurent Girin, Roland Badeau, Laurent Daudet, Sylvain Marchand, Gaël Richard
2012	J	`jnl`	Informed source separation through spectrogram coding and data embedding. Signal Process. Antoine Liutkus, Jonathan Pinel, Roland Badeau, Laurent Girin, Gaël Richard
2012	J	`jnl`	Matching Pursuits with random sequential subdictionaries. Signal Process. Manuel Moussallam, Laurent Daudet, Gaël Richard
2012	J	`jnl`	Multiclass Feature Selection With Kernel Gram-Matrix-Based Criteria. IEEE Trans. Neural Networks Learn. Syst. Mathieu Ramona, Gaël Richard, Bertrand David
2012	Misc	`conf`	Probabilistic model for main melody extraction using Constant-Q transform. ICASSP Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gaël Richard
2012	Misc	`conf`	Random time-frequency subdictionary design for sparse representations with greedy algorithms. ICASSP Manuel Moussallam, Laurent Daudet, Gaël Richard
2012	—	`conf`	Spatial coding-based Informed Source Separation. EUSIPCO Antoine Liutkus, Alexey Ozerov, Roland Badeau, Gaël Richard
2011	J	`jnl`	A Conditional Random Field Framework for Robust and Scalable Audio-to-Score Matching. IEEE ACM Trans. Audio Speech Lang. Process. Cyril Joder, Slim Essid, Gaël Richard
2011	J	`jnl`	A Musically Motivated Mid-Level Representation for Pitch Estimation and Musical Audio Source Separation. IEEE J. Sel. Top. Signal Process. Jean-Louis Durrieu, Bertrand David, Gaël Richard
2011	—	`conf`	A Scalable Audio Fingerprint Method with Robustness to Pitch-Shifting. ISMIR Sébastien Fenet, Gaël Richard, Yves Grenier
2011	Misc	`conf`	Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA. ICASSP Benoit Fuentes, Roland Badeau, Gaël Richard
2011	—	`conf`	An Interactive System for Electro-Acoustic Music Analysis. ISMIR Sébastien Gulluni, Slim Essid, Olivier Buisson, Gaël Richard
2011	A*	`conf`	An audio-driven virtual dance-teaching assistant. ACM Multimedia Slim Essid, Yves Grenier, Mounira Maazaoui, Gaël Richard, Robin Tournemenne
2011	Misc	`conf`	Audio Signal Representations for Factorization in the Sparse Domain. ICASSP Manuel Moussallam, Laurent Daudet, Gaël Richard
2011	Misc	`conf`	Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. ICASSP Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gaël Richard, Björn W. Schuller
2011	Misc	`conf`	Entropy-constrained quantization of exponentially damped sinusoids parameters. ICASSP Olivier Derrien, Roland Badeau, Gaël Richard
2011	—	`ch.`	Feature Extraction for Multimedia Analysis. Multimedia Semantics Rachid Benmokhtar, Benoit Huet, Gaël Richard, Slim Essid
2011	J	`jnl`	Gaussian Processes for Underdetermined Source Separation. IEEE Trans. Signal Process. Antoine Liutkus, Roland Badeau, Gaël Richard
2011	J	`jnl`	Greedy sparse decompositions: a comparative study. EURASIP J. Adv. Signal Process. Przemyslaw Dymarski, Nicolas Moreau, Gaël Richard
2011	Misc	`conf`	Hidden Discrete Tempo Model: A tempo-aware timing model for audio-to-score alignment. ICASSP Cyril Joder, Slim Essid, Gaël Richard
2011	—	`conf`	Informed source separation: Source coding meets source separation. WASPAA Alexey Ozerov, Antoine Liutkus, Roland Badeau, Gaël Richard
2011	—	`conf`	Interactive Classification of Sound Objects for Polyphonic Electro-Acoustic Music Annotation. Semantic Audio Sébastien Gulluni, Slim Essid, Olivier Buisson, Gaël Richard
2011	J	`jnl`	Introduction to the Special Issue on Music Signal Processing. IEEE J. Sel. Top. Signal Process. Meinard Müller, Daniel P. W. Ellis, Anssi Klapuri, Gaël Richard, Shigeki Sagayama
2011	—	`ch.`	Machine Learning Techniques for Multimedia Analysis. Multimedia Semantics Slim Essid, Marine Campedel, Gaël Richard, Tomas Piatrik, Rachid Benmokhtar, Benoit Huet
2011	J	`jnl`	Matching Pursuits with Random Sequential Subdictionaries CoRR Manuel Moussallam, Laurent Daudet, Gaël Richard
2011	—	`conf`	Multi-scale temporal fusion by boosting for music classification. ISMIR Rémi Foucard, Slim Essid, Mathieu Lagrange, Gaël Richard
2011	—	`conf`	Optimizing the mapping from a symbolic to an audio representation for music-to-score alignment. WASPAA Cyril Joder, Slim Essid, Gaël Richard
2011	J	`jnl`	Signal Processing for Music Analysis. IEEE J. Sel. Top. Signal Process. Meinard Müller, Daniel P. W. Ellis, Anssi Klapuri, Gaël Richard
2011	A*	`conf`	Tutorial on multimedia music signal processing. ACM Multimedia Gaël Richard
2010	Misc	`conf`	A comparative study of tonal acoustic features for a symbolic level music-to-score alignment. ICASSP Cyril Joder, Slim Essid, Gaël Richard
2010	A*	`conf`	A conditional random field viewpoint of symbolic audio-to-score matching. ACM Multimedia Cyril Joder, Slim Essid, Gaël Richard
2010	—	`conf`	A multimodal approach to initialisation for top-down speaker diarization of television shows. EUSIPCO Simon Bozonnet, Félicien Vallet, Nicholas W. D. Evans, Slim Essid, Gaël Richard, Jean Carrive
2010	—	`conf`	An Improved Hierarchical Approach for Music-to-symbolic Score Alignment. ISMIR Cyril Joder, Slim Essid, Gaël Richard
2010	J	`jnl`	Audio Signal Representations for Indexing in the Transform Domain. IEEE Trans. Speech Audio Process. Emmanuel Ravelli, Gaël Richard, Laurent Daudet
2010	J	`jnl`	Explicit modeling of temporal dynamics within musical signals for acoustical unit similarity. Pattern Recognit. Lett. Mathieu Lagrange, Martin Raspaud, Roland Badeau, Gaël Richard
2010	—	`conf`	Informed Source Separation Using Latent Components. LVA/ICA Antoine Liutkus, Roland Badeau, Gaël Richard
2010	Misc	`conf`	Multimodal similarity between musical streams for cover version detection. ICASSP Rémi Foucard, Jean-Louis Durrieu, Mathieu Lagrange, Gaël Richard
2010	Misc	`conf`	Robust frequency-based Audio Fingerprinting. ICASSP Elsa Dupraz, Gaël Richard
2010	Misc	`conf`	Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. ICASSP Mathieu Lagrange, Roland Badeau, Gaël Richard
2010	B	`conf`	Robust visual features for the multimodal identification of unregistered speakers in TV talk-shows. ICIP Félicien Vallet, Slim Essid, Jean Carrive, Gaël Richard
2010	J	`jnl`	Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals. IEEE Trans. Speech Audio Process. Jean-Louis Durrieu, Gaël Richard, Bertrand David, Cédric Févotte
2010	—	`conf`	YAAFE, an Easy to Use and Efficient Audio Feature Extraction Software. ISMIR Benoît Mathieu, Slim Essid, Thomas Fillon, Jacques Prado, Gaël Richard
2009	Misc	`conf`	An iterative approach to monaural musical mixture de-soloing. ICASSP Jean-Louis Durrieu, Gaël Richard, Bertrand David
2009	—	`ch.`	Audio Indexing. Encyclopedia of Data Warehousing and Mining Gaël Richard
2009	—	`conf`	Automatic Generation of Lead Sheets from Polyphonic Music Signals. ISMIR Jan Weil, Thomas Sikora, Jean-Louis Durrieu, Gaël Richard
2009	—	`conf`	Comparison of different strategies for a SVM-based audio segmentation. EUSIPCO Mathieu Ramona, Gaël Richard
2009	Misc	`conf`	Incorporating prior knowledge on the digital media creation process into audio classifiers. ICASSP Maxime Lardeur, Slim Essid, Gaël Richard, Martin Haller, Thomas Sikora
2009	—	`conf`	Main instrument separation from stereophonic audio signals using a source/filter model. EUSIPCO Jean-Louis Durrieu, Alexey Ozerov, Cédric Févotte, Gaël Richard, Bertrand David
2009	J	`jnl`	Temporal Integration for Audio Classification With Application to Musical Instrument Classification. IEEE Trans. Speech Audio Process. Cyril Joder, Slim Essid, Gaël Richard
2008	J	`jnl`	A New Model-Based Algorithm for Optimizing the MPEG-AAC in MS-Stereo. IEEE Trans. Speech Audio Process. Olivier Derrien, Gaël Richard
2008	—	`conf`	Alignment kernels for audio classification with application to music instrument recognition. EUSIPCO Cyril Joder, Slim Essid, Gaël Richard
2008	J	`jnl`	CramÉr-Rao Bounds for Multiple Poles and Coefficients of Quasi-Polynomials in Colored Noise. IEEE Trans. Signal Process. Roland Badeau, Bertrand David, Gaël Richard
2008	J	`jnl`	Estimation of Frequency for AM/FM Models Using the Phase Vocoder Framework. IEEE Trans. Signal Process. Michaël Betser, Patrice Collen, Gaël Richard, Bertrand David
2008	—	`conf`	Fast MIR in a Sparse Transform Domain. ISMIR Emmanuel Ravelli, Gaël Richard, Laurent Daudet
2008	J	`jnl`	Fast and Stable YAST Algorithm for Principal and Minor Subspace Tracking. IEEE Trans. Signal Process. Roland Badeau, Gaël Richard, Bertrand David
2008	J	`jnl`	Fear-type emotion recognition for future audio-based surveillance systems. Speech Commun. Chloé Clavel, Ioana Vasilescu, Laurence Devillers, Gaël Richard, Thibaut Ehrette
2008	J	`jnl`	Instrument-Specific Harmonic Atoms for Mid-Level Music Representation. IEEE Trans. Speech Audio Process. Pierre Leveau, Emmanuel Vincent, Gaël Richard, Laurent Daudet
2008	—	`conf`	Matching pursuit in adaptive dictionaries for scalable audio coding. EUSIPCO Emmanuel Ravelli, Gaël Richard, Laurent Daudet
2008	—	`conf`	On the robustness of audio features for musical instrument classification. EUSIPCO Sebastian Wegener, Martin Haller, Juan José Burred, Thomas Sikora, Slim Essid, Gaël Richard
2008	J	`jnl`	Performance of ESPRIT for Estimating Mixtures of Complex Exponentials Modulated by Polynomials. IEEE Trans. Signal Process. Roland Badeau, Gaël Richard, Bertrand David
2008	Misc	`conf`	Singer melody extraction in polyphonic signals using source separation methods. ICASSP Jean-Louis Durrieu, Gaël Richard, Bertrand David
2008	J	`jnl`	Transcription and Separation of Drum Signals From Polyphonic Music. IEEE Trans. Speech Audio Process. Olivier Gillet, Gaël Richard
2008	J	`jnl`	Union of MDCT Bases for Audio Coding. IEEE Trans. Speech Audio Process. Emmanuel Ravelli, Gaël Richard, Laurent Daudet
2008	Misc	`conf`	Vocal detection in music with support vector machines. ICASSP Mathieu Ramona, Gaël Richard, Bertrand David
2007	J	`jnl`	Accurate tempo estimation based on harmonic + noise decomposition. EURASIP J. Adv. Signal Process. Miguel A. Alonso, Gaël Richard, Bertrand David
2007	—	`conf`	Blind Signal Decompositions for Automatic Transcription of Polyphonic Music: NMF and K-SVD on the Benchmark. ICASSP (1) Nancy Bertin, Roland Badeau, Gaël Richard
2007	—	`conf`	Combined Supervised and Unsupervised Approaches for Automatic Segmentation of Radiophonic Audio Streams. ICASSP (2) Gaël Richard, Mathieu Ramona, Slim Essid
2007	—	`conf`	Conjugate Gradient Algorithms for Minor Subspace Analysis. ICASSP (3) Roland Badeau, Bertrand David, Gaël Richard
2007	—	`conf`	Detection and Analysis of Abnormal Situations Through Fear-Type Acoustic Manifestations. ICASSP (4) Chloé Clavel, Laurence Devillers, Gaël Richard, Ioana Vasilescu, Thibaut Ehrette
2007	J	`jnl`	On the Correlation of Automatic Audio and Visual Segmentations of Music Videos. IEEE Trans. Circuits Syst. Video Technol. Olivier Gillet, Slim Essid, Gaël Richard
2007	—	`conf`	Supervised and Unsupervised Sequence Modelling for Drum Transcription. ISMIR Olivier Gillet, Gaël Richard
2007	—	`conf`	Visual analysis for drum sequence transcription. EUSIPCO Kevin McGuinness, Olivier Gillet, Noel E. O'Connor, Gaël Richard
2006	J	`jnl`	A new perturbation analysis for signal enumeration in rotational invariance techniques. IEEE Trans. Signal Process. Roland Badeau, Bertrand David, Gaël Richard
2006	J	`jnl`	A new quantization optimization algorithm for the MPEG advanced audio coder using a statistical subband model of the quantization noise. IEEE Trans. Speech Audio Process. Olivier Derrien, Pierre Duhamel, Maurice Charbit, Gaël Richard
2006	—	`conf`	Comparing Audio and Video Segmentations for Music Videos Indexing. ICASSP (5) Olivier Gillet, Gaël Richard
2006	J	`jnl`	De la construction du corpus émotionnel au système de détection. Le point de vue applicatif de la surveillance dans les lieux publics. Rev. d'Intelligence Artif. Chloé Clavel, Ioana Vasilescu, Gaël Richard, Laurence Devillers
2006	—	`conf`	ENST-Drums: an extensive audio-visual database for drum signals processing. ISMIR Olivier Gillet, Gaël Richard
2006	B	`conf`	Fear-type emotions of the SAFE Corpus: annotation issues. LREC Chloé Clavel, Ioana Vasilescu, Laurence Devillers, Thibaut Ehrette, Gaël Richard
2006	—	`conf`	Frequency estimation based on adjacent DFT bins. EUSIPCO Michaël Betser, Patrice Collen, Gaël Richard
2006	—	`conf`	Hierarchical Classification of Musical Instruments on Solo Recordings. ICASSP (5) Slim Essid, Gaël Richard, Bertrand David
2006	J	`jnl`	High-resolution spectral analysis of mixtures of complex exponentials modulated by polynomials. IEEE Trans. Signal Process. Roland Badeau, Bertrand David, Gaël Richard
2006	—	`conf`	Hrhatrac Algorithm for Spectral Line Tracking of Musical Signals. ICASSP (3) Bertrand David, Roland Badeau, Gaël Richard
2006	J	`jnl`	Instrument recognition in polyphonic music based on automatic taxonomies. IEEE Trans. Speech Audio Process. Slim Essid, Gaël Richard, Bertrand David
2006	J	`jnl`	Musical instrument recognition by pairwise classification strategies. IEEE Trans. Speech Audio Process. Slim Essid, Gaël Richard, Bertrand David
2006	—	`conf`	Yast Algorithm for Minor Subspace Tracking. ICASSP (3) Roland Badeau, Bertrand David, Gaël Richard
2005	—	`conf`	Automatic transcription of drum sequences using audiovisual features. ICASSP (3) Olivier Gillet, Gaël Richard
2005	J	`jnl`	Drum Loops Retrieval from Spoken Queries. J. Intell. Inf. Syst. Olivier Gillet, Gaël Richard
2005	—	`conf`	Drum Track Transcription of Polyphonic Music Using Noise Subspace Projection. ISMIR Olivier Gillet, Gaël Richard
2005	A	`conf`	Events Detection for an Audio-Based Surveillance System. ICME Chloé Clavel, Thibaut Ehrette, Gaël Richard
2005	A	`conf`	Extracting note onsets from musical recordings. ICME Miguel A. Alonso, Gaël Richard, Bertrand David
2005	J	`jnl`	Fast approximated power iteration subspace tracking. IEEE Trans. Signal Process. Roland Badeau, Bertrand David, Gaël Richard
2005	—	`conf`	Inferring Efficient Hierarchical Taxonomies for MIR Tasks: Application to Musical Instruments. ISMIR Slim Essid, Gaël Richard, Bertrand David
2005	—	`conf`	Instrument recognition in polyphonic music. ICASSP (3) Slim Essid, Gaël Richard, Bertrand David
2005	—	`conf`	Iterative algorithms for multichannel equalization in sound reproduction systems. ICASSP (3) Mathieu Franck Guillaume, Yves Grenier, Gaël Richard
2005	—	`conf`	Yet another subspace tracker. ICASSP (4) Roland Badeau, Bertrand David, Gaël Richard
2004	—	`conf`	Automatic transcription of drum loops. ICASSP (4) Olivier Gillet, Gaël Richard
2004	—	`conf`	Methodology and Tools for the evaluation of automatic onset detection algorithms in music. ISMIR Laurent Daudet, Gaël Richard, Pierre Leveau
2004	—	`conf`	Musical instrument recognition based on class pairwise feature selection. ISMIR Slim Essid, Gaël Richard, Bertrand David
2004	—	`conf`	Musical instrument recognition on solo performances. EUSIPCO Slim Essid, Gaël Richard, Bertrand David
2004	—	`conf`	Selecting the modeling order for the ESPRIT high resolution method: an alternative approach. ICASSP (2) Roland Badeau, Bertrand David, Gaël Richard
2004	J	`jnl`	Sliding window adaptive SVD algorithms. IEEE Trans. Signal Process. Roland Badeau, Gaël Richard, Bertrand David
2004	—	`conf`	Tempo And Beat Estimation Of Musical Signals. ISMIR Miguel A. Alonso, Gaël Richard, Bertrand David
2003	—	`conf`	Adaptive ESPRIT algorithm based on the PAST subspace tracker. ICASSP (6) Roland Badeau, Gaël Richard, Bertrand David
2003	—	`conf`	Approximated power iterations for fast subspace tracking. ISSPA (2) Roland Badeau, Gaël Richard, Bertrand David, Karim Abed-Meraim
2003	—	`conf`	Automatic labeling of tabla signals. ISMIR Olivier Gillet, Gaël Richard
2003	—	`conf`	Sliding window orthonormal PAST algorithm. ICASSP (5) Roland Badeau, Karim Abed-Meraim, Gaël Richard, Bertrand David
2001	J	`jnl`	Annotation in the SpeechDat Projects. Int. J. Speech Technol. Henk van den Heuvel, Louis Boves, Asunción Moreno, Maurizio Omologo, Gaël Richard, Eric Sanders
2000	B	`conf`	SPEECHDAT-CAR. A Large Speech Database for Automotive Environments. LREC Asunción Moreno, Børge Lindberg, Christoph Draxler, Gaël Richard, Khalid Choukri, Stephan Euler, Jeffrey Allen
1999	Misc	`conf`	Compensating for variable recording conditions in frontal face authentication algorithms. ICASSP Anastasios Tefas, Yann Menguy, Constantine Kotropoulos, Gaël Richard, Ioannis Pitas, Philip Lockwood
1999	—	`conf`	Multi Modal Verification for Teleservices and Security Applications (M2VTS). ICMCS, Vol. 2 Gaël Richard, Yann Menguy, I. Guis, N. Suaudeau, Jérôme Boudy, Philip Lockwood, C. Fernández, Fernando Fernández, Constantine Kotropoulos, Anastasios Tefas, Ioannis Pitas, R. Heimgartner, Peter Ryser, Charles Beumier, Patrick Verlinde, Steven Pigeon, George Matas, Josef Kittler, Josef Bigün, Yousri Abdeljaoued, Eric Meurville, Laurent Besacier, Michael Ansorge, Gilbert Maître, Juergen Luettin, S. Ben-Yacoub, Belén Ruíz, K. Aldama, J. Cortes
1999	—	`conf`	The speechdat-car multilingual speech databases for in-car applications: some first validation results. EUROSPEECH Henk van den Heuvel, Jérôme Boudy, Robrecht Comeyne, Stephan Euler, Asunción Moreno, Gaël Richard
1997	—	`conf`	Voice mimic system using an articulatory codebook for estimation of vocal tract shape. EUROSPEECH Samir Chennoukh, Daniel J. Sinder, Gaël Richard, James L. Flanagan
1996	J	`jnl`	Analysis/synthesis and modification of the speech aperiodic component. Speech Commun. Gaël Richard, Christophe d'Alessandro
1995	—	`conf`	Numerical simulations of fluid flow in the vocal tract. EUROSPEECH Gaël Richard, M. Liu, D. Snider, H. Duncan, Qiguang Lin, James L. Flanagan, Stephen E. Levinson, Donald Davis, Scott Slimon
1994	—	`conf`	Time-domain analysis/synthesis of the aperiodic component of speech signals. SSW Gaël Richard, Christophe d'Alessandro
1993	—	`conf`	A speech formant synthesizer based on harmonic + random formant-waveforms representations. EUROSPEECH Sophie Grau, Christophe d'Alessandro, Gaël Richard