| 2025 | EMNLP | iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models. | Michel Olvera, Changhong Wang, Paraskevas Stamatiadis, Gal Richard, Slim Essid |
| 2025 | ICASSP | F-StrIPE: Fast Structure-Informed Positional Encoding for Symbolic Music Generation. | Manvi Agarwal, Changhong Wang, Gal Richard |
| 2025 | ICASSP | A Hybrid Model for Weakly-Supervised Speech Dereverberation. | Louis Bahrman, Mathieu Fontaine, Gal Richard |
| 2025 | ICASSP | Learning Source Disentanglement in Neural Audio Codec. | Xiaoyu Bie, Xubo Liu, Gal Richard |
| 2025 | ICASSP | Investigating the Sensitivity of Pre-trained Audio Embeddings to Common Effects. | Victor Deng, Changhong Wang, Gal Richard, Brian McFee |
| 2025 | ICASSP | Multiple Choice Learning for Efficient Speech Separation with Many Speakers. | David Perera, Franois Derrida, Tho Mariotte, Gal Richard, Slim Essid |
| 2025 | ICASSP | AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder. | Samir Sadok, Simon Leglaive, Laurent Girin, Gal Richard, Xavier Alameda-Pineda |
| 2024 | ICASSP | Structure-Informed Positional Encoding for Music Generation. | Manvi Agarwal, Changhong Wang, Gal Richard |
| 2024 | ICASSP | SpecDiff-GAN: A Spectrally-Shaped Noise Diffusion GAN for Speech and Music Synthesis. | Teysir Baoueb, Haocheng Liu, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2024 | ICASSP | GLA-GRAD: A Griffin-Lim Extended Waveform Generation Diffusion Model. | Haocheng Liu, Teysir Baoueb, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2024 | ICASSP | A Fully Differentiable Model for Unsupervised Singing Voice Separation. | Gal Richard, Pierre Chouteau, Bernardo Torres |
| 2024 | ICASSP | Unsupervised Harmonic Parameter Estimation Using Differentiable DSP and Spectral Optimal Transport. | Bernardo Torres, Geoffroy Peeters, Gal Richard |
| 2024 | ICML | Winner-takes-all learners are geometry-aware conditional density estimators. | Victor Letzelter, David Perera, Cdric Rommel, Mathieu Fontaine, Slim Essid, Gal Richard, Patrick Prez |
| 2024 | Interspeech | Speech dereverberation constrained on room impulse response characteristics. | Louis Bahrman, Mathieu Fontaine, Jonathan Le Roux, Gal Richard |
| 2023 | ICASSP | Learning Interpretable Filters In Wav-UNet For Speech Enhancement. | Flix Mathieu, Thomas Courtat, Gal Richard, Geoffroy Peeters |
| 2022 | COLT | Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms. | Milad Sefidgaran, Amin Gohari, Gal Richard, Umut Simsekli |
| 2022 | ICASSP | Phase Shifted Bedrosian Filterbank: An Interpretable Audio Front-End for Time-Domain Audio Source Separation. | Flix Mathieu, Thomas Courtat, Gal Richard, Geoffroy Peeters |
| 2021 | ICASSP | Neuro-Steered Music Source Separation With EEG-Based Auditory Attention Decoding And Contrastive-NMF. | Giorgia Cantisani, Slim Essid, Gal Richard |
| 2021 | ICASSP | Self-Supervised VQ-VAE for One-Shot Music Style Transfer. | Ondrej Cfka, Alexey Ozerov, Umut Simsekli, Gal Richard |
| 2021 | ICML | Relative Positional Encoding for Transformers with Linear Complexity. | Antoine Liutkus, Ondrej Cfka, Shih-Lun Wu, Umut Simsekli, Yi-Hsuan Yang, Gal Richard |
| 2021 | IJCNN | Cross-Modal Music-Video Recommendation: A Study of Design Choices. | Laure Prtet, Gal Richard, Geoffroy Peeters |
| 2020 | ICASSP | Speech Intelligibility Enhancement by Equalization for in-Car Applications. | Enguerrand Gentet, Bertrand David, Sbastien Denjean, Gal Richard, Vincent Roussarie |
| 2020 | ICASSP | Neutral to Lombard Speech Conversion with Deep Learning. | Enguerrand Gentet, Bertrand David, Sbastien Denjean, Gal Richard, Vincent Roussarie |
| 2020 | ICASSP | Audio-Based Auto-Tagging With Contextual Tags for Music. | Karim M. Ibrahim, Jimena Royo-Letelier, Elena V. Epure, Geoffroy Peeters, Gal Richard |
| 2020 | ICASSP | Learning to Rank Music Tracks Using Triplet Loss. | Laure Prtet, Gal Richard, Geoffroy Peeters |
| 2020 | ICASSP | Joint Phoneme Alignment and Text-Informed Speech Separation on Highly Corrupted Speech. | Kilian Schulze-Forster, Clement S. J. Doire, Gal Richard, Roland Badeau |
| 2020 | ICASSP | Audio-Based Detection of Explicit Content in Music. | Andrea Vaglio, Romain Hennequin, Manuel Moussallam, Gal Richard, Florence d'Alch-Buc |
| 2020 | LREC | The POTUS Corpus, a Database of Weekly Addresses for the Study of Stance in Politics and Virtual Agents. | Thomas Janssoone, Kvin Bailly, Gal Richard, Chlo Clavel |
| 2020 | SENSYS | Matrix Factorization for High Frequency Non Intrusive Load Monitoring: Definitions and Algorithms. | Simon Henriet, Benoit Fuentes, Umut Simsekli, Gal Richard |
| 2019 | ICML | Non-Asymptotic Analysis of Fractional Langevin Monte Carlo for Non-Convex Optimization. | Thanh Huy Nguyen, Umut Simsekli, Gal Richard |
| 2018 | CVPR | Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events. | Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Prez, Gal Richard |
| 2018 | ICASSP | Alpha-Stable Low-Rank Plus Residual Decomposition for Speech Enhancement. | Umut Simsekli, Halil Erdogan, Simon Leglaive, Antoine Liutkus, Roland Badeau, Gal Richard |
| 2018 | ICML | Asynchronous Stochastic Quasi-Newton MCMC for Non-Convex Optimization. | Umut Simsekli, agatay Yildiz, Thanh Huy Nguyen, A. Taylan Cemgil, Gal Richard |
| 2017 | ICASSP | Overlapping sound event detection with supervised Nonnegative Matrix Factorization. | Victor Bisot, Slim Essid, Gal Richard |
| 2017 | ICASSP | Drum extraction in single channel audio signals using multi-layer Non negative Matrix Factor Deconvolution. | Clement Laroche, Hlne Papadopoulos, Matthieu Kowalski, Gal Richard |
| 2017 | ICASSP | Multichannel audio source separation: Variational inference of time-frequency sources from time-domain observations. | Simon Leglaive, Roland Badeau, Gal Richard |
| 2017 | ICASSP | Alpha-stable multichannel audio source separation. | Simon Leglaive, Umut Simsekli, Antoine Liutkus, Roland Badeau, Gal Richard |
| 2017 | ICASSP | Motion informed audio source separation. | Sanjeel Parekh, Slim Essid, Alexey Ozerov, Ngoc Q. K. Duong, Patrick Prez, Gal Richard |
| 2017 | ICASSP | Supervised group nonnegative matrix factorisation with similarity constraints and applications to speaker identification. | Romain Serizel, Victor Bisot, Slim Essid, Gal Richard |
| 2017 | ICASSP | Parallelized Stochastic Gradient Markov Chain Monte Carlo algorithms for non-negative matrix factorization. | Umut Simsekli, Alain Durmus, Roland Badeau, Gal Richard, Eric Moulines, A. Taylan Cemgil |
| 2017 | SENSYS | Synthetic dataset generation for non-intrusive load monitoring in commercial buildings. | Simon Henriet, Umut Simsekli, Gal Richard, Benoit Fuentes |
| 2016 | ICASSP | Acoustic scene classification with matrix factorization for unsupervised feature learning. | Victor Bisot, Romain Serizel, Slim Essid, Gal Richard |
| 2016 | ICASSP | Feature adapted convolutional neural networks for downbeat tracking. | Simon Durand, Juan Pablo Bello, Bertrand David, Gal Richard |
| 2016 | ICASSP | Formant shifting for speech intelligibility improvement in car noise environment. | Karan Nathwani, Morgane Daniel, Gal Richard, Bertrand David, Vincent Roussarie |
| 2016 | ICASSP | Group nonnegative matrix factorisation with speaker and session variability compensation for speaker identification. | Romain Serizel, Slim Essid, Gal Richard |
| 2016 | ICASSP | Stochastic thermodynamic integration: Efficient Bayesian model selection via stochastic gradient MCMC. | Umut Simsekli, Roland Badeau, Gal Richard, Ali Taylan Cemgil |
| 2016 | ICIP | Machine listening techniques as a complement to video image analysis in forensics. | Romain Serizel, Victor Bisot, Slim Essid, Gal Richard |
| 2016 | ICML | Stochastic Quasi-Newton Langevin Monte Carlo. | Umut Simsekli, Roland Badeau, A. Taylan Cemgil, Gal Richard |
| 2016 | IVA | Using Temporal Association Rules for the Synthesis of Embodied Conversational Agents with a Specific Stance. | Thomas Janssoone, Chlo Clavel, Kevin Bailly, Gal Richard |
| 2015 | ICASSP | Downbeat tracking with multiple features and deep neural networks. | Simon Durand, Juan Pablo Bello, Bertrand David, Gal Richard |
| 2015 | ICASSP | Multipitch estimation using a PLCA-based model: Impact of partial user annotation. | Camila de Andrade Scatolini, Gal Richard, Benoit Fuentes |
| 2014 | ICASSP | Enhancing downbeat detection when facing different music styles. | Simon Durand, Bertrand David, Gal Richard |
| 2014 | ICASSP | Single channel reverberation suppression based on sparse linear prediction. | Nicols Lpez, Yves Grenier, Gal Richard, Ivan Bourmeyster |
| 2014 | ICASSP | Gesture recognition using a NMF-based representation of motion-traces extracted from depth silhouettes. | Aymeric Masurelle, Slim Essid, Gal Richard |
| 2014 | Interspeech | Multiple-order non-negative matrix factorization for speech enhancement. | Xabier Jaureguiberry, Emmanuel Vincent, Gal Richard |
| 2013 | ICASSP | Low bitrate informed source separation of realistic mixtures. | Antoine Liutkus, Roland Badeau, Gal Richard |
| 2012 | ICASSP | A regressive boosting approach to automatic audio tagging based on soft annotator fusion. | Rmi Foucard, Slim Essid, Mathieu Lagrange, Gal Richard |
| 2012 | ICASSP | Probabilistic model for main melody extraction using Constant-Q transform. | Benoit Fuentes, Antoine Liutkus, Roland Badeau, Gal Richard |
| 2012 | ICASSP | A probabilistic approach to simultaneous extraction of beats and downbeats. | Maksim Khadkevich, Thomas Fillon, Gal Richard, Maurizio Omologo |
| 2012 | ICASSP | Adaptive filtering for music/voice separation exploiting the repeating musical structure. | Antoine Liutkus, Zafar Rafii, Roland Badeau, Bryan Pardo, Gal Richard |
| 2012 | ICASSP | Random time-frequency subdictionary design for sparse representations with greedy algorithms. | Manuel Moussallam, Laurent Daudet, Gal Richard |
| 2011 | ICASSP | Entropy-constrained quantization of exponentially damped sinusoids parameters. | Olivier Derrien, Roland Badeau, Gal Richard |
| 2011 | ICASSP | Adaptive harmonic time-frequency decomposition of audio using shift-invariant PLCA. | Benoit Fuentes, Roland Badeau, Gal Richard |
| 2011 | ICASSP | Hidden Discrete Tempo Model: A tempo-aware timing model for audio-to-score alignment. | Cyril Joder, Slim Essid, Gal Richard |
| 2011 | ICASSP | Audio Signal Representations for Factorization in the Sparse Domain. | Manuel Moussallam, Laurent Daudet, Gal Richard |
| 2011 | ICASSP | Combining monaural source separation with Long Short-Term Memory for increased robustness in vocalist gender recognition. | Felix Weninger, Jean-Louis Durrieu, Florian Eyben, Gal Richard, Bjrn W. Schuller |
| 2010 | ICASSP | Robust frequency-based Audio Fingerprinting. | Elsa Dupraz, Gal Richard |
| 2010 | ICASSP | Multimodal similarity between musical streams for cover version detection. | Rmi Foucard, Jean-Louis Durrieu, Mathieu Lagrange, Gal Richard |
| 2010 | ICASSP | A comparative study of tonal acoustic features for a symbolic level music-to-score alignment. | Cyril Joder, Slim Essid, Gal Richard |
| 2010 | ICASSP | Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. | Mathieu Lagrange, Roland Badeau, Gal Richard |
| 2010 | ICIP | Robust visual features for the multimodal identification of unregistered speakers in TV talk-shows. | Flicien Vallet, Slim Essid, Jean Carrive, Gal Richard |
| 2009 | ICASSP | An iterative approach to monaural musical mixture de-soloing. | Jean-Louis Durrieu, Gal Richard, Bertrand David |
| 2009 | ICASSP | Incorporating prior knowledge on the digital media creation process into audio classifiers. | Maxime Lardeur, Slim Essid, Gal Richard, Martin Haller, Thomas Sikora |
| 2008 | ICASSP | Singer melody extraction in polyphonic signals using source separation methods. | Jean-Louis Durrieu, Gal Richard, Bertrand David |
| 2008 | ICASSP | Vocal detection in music with support vector machines. | Mathieu Ramona, Gal Richard, Bertrand David |
| 2007 | ICASSP | Conjugate Gradient Algorithms for Minor Subspace Analysis. | Roland Badeau, Bertrand David, Gal Richard |
| 2007 | ICASSP | Blind Signal Decompositions for Automatic Transcription of Polyphonic Music: NMF and K-SVD on the Benchmark. | Nancy Bertin, Roland Badeau, Gal Richard |
| 2007 | ICASSP | Detection and Analysis of Abnormal Situations Through Fear-Type Acoustic Manifestations. | Chlo Clavel, Laurence Devillers, Gal Richard, Ioana Vasilescu, Thibaut Ehrette |
| 2007 | ICASSP | Combined Supervised and Unsupervised Approaches for Automatic Segmentation of Radiophonic Audio Streams. | Gal Richard, Mathieu Ramona, Slim Essid |
| 2006 | ICASSP | Yast Algorithm for Minor Subspace Tracking. | Roland Badeau, Bertrand David, Gal Richard |
| 2006 | ICASSP | Hrhatrac Algorithm for Spectral Line Tracking of Musical Signals. | Bertrand David, Roland Badeau, Gal Richard |
| 2006 | ICASSP | Hierarchical Classification of Musical Instruments on Solo Recordings. | Slim Essid, Gal Richard, Bertrand David |
| 2006 | ICASSP | Comparing Audio and Video Segmentations for Music Videos Indexing. | Olivier Gillet, Gal Richard |
| 2006 | LREC | Fear-type emotions of the SAFE Corpus: annotation issues. | Chlo Clavel, Ioana Vasilescu, Laurence Devillers, Thibaut Ehrette, Gal Richard |
| 2005 | ICASSP | Yet another subspace tracker. | Roland Badeau, Bertrand David, Gal Richard |
| 2005 | ICASSP | Instrument recognition in polyphonic music. | Slim Essid, Gal Richard, Bertrand David |
| 2005 | ICASSP | Automatic transcription of drum sequences using audiovisual features. | Olivier Gillet, Gal Richard |
| 2005 | ICASSP | Iterative algorithms for multichannel equalization in sound reproduction systems. | Mathieu Franck Guillaume, Yves Grenier, Gal Richard |
| 2004 | ICASSP | Selecting the modeling order for the ESPRIT high resolution method: an alternative approach. | Roland Badeau, Bertrand David, Gal Richard |
| 2004 | ICASSP | Automatic transcription of drum loops. | Olivier Gillet, Gal Richard |
| 2003 | ICASSP | Sliding window orthonormal PAST algorithm. | Roland Badeau, Karim Abed-Meraim, Gal Richard, Bertrand David |
| 2003 | ICASSP | Adaptive ESPRIT algorithm based on the PAST subspace tracker. | Roland Badeau, Gal Richard, Bertrand David |
| 2000 | LREC | SPEECHDAT-CAR. A Large Speech Database for Automotive Environments. | Asuncin Moreno, Brge Lindberg, Christoph Draxler, Gal Richard, Khalid Choukri, Stephan Euler, Jeffrey Allen |
| 1999 | ICASSP | Compensating for variable recording conditions in frontal face authentication algorithms. | Anastasios Tefas, Yann Menguy, Constantine Kotropoulos, Gal Richard, Ioannis Pitas, Philip Lockwood |
| 1999 | Interspeech | The speechdat-car multilingual speech databases for in-car applications: some first validation results. | Henk van den Heuvel, Jrme Boudy, Robrecht Comeyne, Stephan Euler, Asuncin Moreno, Gal Richard |
| 1997 | Interspeech | Voice mimic system using an articulatory codebook for estimation of vocal tract shape. | Samir Chennoukh, Daniel J. Sinder, Gal Richard, James L. Flanagan |
| 1995 | Interspeech | Numerical simulations of fluid flow in the vocal tract. | Gal Richard, M. Liu, D. Snider, H. Duncan, Qiguang Lin, James L. Flanagan, Stephen E. Levinson, Donald Davis, Scott Slimon |
| 1993 | Interspeech | A speech formant synthesizer based on harmonic + random formant-waveforms representations. | Sophie Grau, Christophe d'Alessandro, Gal Richard |