| 2025 | ICASSP | S-KEY: Self-supervised Learning of Major and Minor Keys from Audio. | Yuexuan Kong, Gabriel Meseguer-Brocal, Vincent Lostanlen, Mathieu Lagrange, Romain Hennequin |
| 2024 | CBMI | Emvd Dataset: a Dataset of Extreme Vocal Distortion Techniques Used in Heavy Metal. | Modan Tailleur, Julien Pinquier, Laurent Millot, Corsin Vogel, Mathieu Lagrange |
| 2023 | ICASSP | Perceptual-Neural-Physical Sound Matching. | Han Han, Vincent Lostanlen, Mathieu Lagrange |
| 2023 | ICASSP | Explainable audio Classification of Playing Techniques with Layer-wise Relevance Propagation. | Changhong Wang, Vincent Lostanlen, Mathieu Lagrange |
| 2020 | ICASSP | Privacy Aware Acoustic Scene Synthesis Using Deep Spectral Feature Inversion. | Flix Gontier, Mathieu Lagrange, Catherine Lavandier, Jean-Franois Petiot |
| 2020 | ICASSP | Bandwidth Extension of Musical Audio Signals With No Side Information Using Dilated Convolutional Neural Networks. | Mathieu Lagrange, Flix Gontier |
| 2016 | ICASSP | Detection of overlapping acoustic events using a temporally-constrained probabilistic model. | Emmanouil Benetos, Grgoire Lafay, Mathieu Lagrange, Mark D. Plumbley |
| 2015 | ICASSP | On automatic drum transcription using non-negative matrix deconvolution and itakura saito divergence. | Axel Roebel, Jordi Pons, Marco Liuni, Mathieu Lagrange |
| 2013 | ICASSP | Representing environmental sounds using the separable scattering transform. | Carlo Bauge, Mathieu Lagrange, Joakim Andn, Stphane Mallat |
| 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 | Cluster aware normalization for enhancing audio similarity. | Mathieu Lagrange, Luis Gustavo Martins, George Tzanetakis |
| 2011 | ICASSP | Adaptive N-normalization for enhancing music similarity. | Mathieu Lagrange, George Tzanetakis |
| 2011 | ICASSP | Drum extraction from polyphonic music based on a spectro-temporal model of percussive sounds. | Franois Rigaud, Mathieu Lagrange, Axel Rbel, Geoffroy Peeters |
| 2010 | ICASSP | Multimodal similarity between musical streams for cover version detection. | Rmi Foucard, Jean-Louis Durrieu, Mathieu Lagrange, Gal Richard |
| 2010 | ICASSP | Robust similarity metrics between audio signals based on asymmetrical spectral envelope matching. | Mathieu Lagrange, Roland Badeau, Gal Richard |
| 2009 | CBMI | Spectral Similarity Metrics for Sound Source Formation Based on the Common Variation Cue. | Mathieu Lagrange, Martin Raspaud |
| 2008 | ICASSP | A Computationally Efficient Scheme for Dominant Harmonic Source Separation. | Mathieu Lagrange, Luis Gustavo Martins, George Tzanetakis |
| 2007 | CBMI | Speaker Segmentation of Interviews Using Integrated Video and Audio Change Detectors. | Mathieu Lagrange, Luis Gustavo Martins, Lus Filipe Teixeira, George Tzanetakis |
| 2007 | ICASSP | Sound Source Tracking and Formation using Normalized Cuts. | Mathieu Lagrange, George Tzanetakis |
| 2005 | ICASSP | Tracking partials for the sinusoidal modeling of polyphonic sounds. | Mathieu Lagrange, Sylvain Marchand, Jean-Bernard Rault |
| 2004 | ICASSP | Using linear prediction to enhance the tracking of partials [musical audio processing]. | Mathieu Lagrange, Sylvain Marchand, Jean-Bernard Rault |