The bag-of-frames approach: a not so sufficient model for urban soundscapes. - Mathieu Lagrange; Grégoire Lafay; Boris Defreville; Jean-Julien Aucouturier (CoRR, 2014)

Alternate level clustering for drum transcription. - Mathias Rossignol; Mathieu Lagrange; Grégoire Lafay; Emmanouil Benetos (EUSIPCO, 2015)

An evaluation framework for event detection using a morphological model of acoustic scenes. - Mathieu Lagrange; Grégoire Lafay; Mathias Rossignol; Emmanouil Benetos; Axel Roebel (CoRR, 2015)

Detection of overlapping acoustic events using a temporally-constrained probabilistic model. - Emmanouil Benetos; Grégoire Lafay; Mathieu Lagrange; Mark D. Plumbley (ICASSP, 2016)

A Morphological Model for Simulating Acoustic Scenes and Its Application to Sound Event Detection. - Grégoire Lafay; Mathieu Lagrange; Mathias Rossignol; Emmanouil Benetos; Axel Roebel (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Simulation de scènes sonores environnementales : Application à l'analyse sensorielle et l'analyse automatique. (Simulation of environmental acoustic scenes : Application to sensory and computational analyses). - Grégoire Lafay (2016)

Sound event detection in synthetic audio: Analysis of the dcase 2016 task results. - Grégoire Lafay; Emmanouil Benetos; Mathieu Lagrange (WASPAA, 2017)

Polyphonic Sound Event Tracking Using Linear Dynamical Systems. - Emmanouil Benetos; Grégoire Lafay; Mathieu Lagrange; Mark D. Plumbley (IEEE ACM Trans. Audio Speech Lang. Process., 2017)

DCASE2016 Challenge Submissions Package. - Annamaria Mesaros; Toni Heittola; Tuomas Virtanen; Emmanouil Benetos; Mathieu Lagrange; Grégoire Lafay; Peter Foster; Mark D. Plumbley (Zenodo, 2017)

Visualization of Audio Data Using Stacked Graphs. - Mathieu Lagrange; Mathias Rossignol; Grégoire Lafay (ISMIR, 2018)

Relevance-based quantization of scattering features for unsupervised mining of environmental audio. - Vincent Lostanlen; Grégoire Lafay; Joakim Andén; Mathieu Lagrange (EURASIP J. Audio Speech Music. Process., 2018)

Time-frequency scattering accurately models auditory similarities between instrumental playing techniques. - Vincent Lostanlen; Christian El-Hajj; Mathias Rossignol; Grégoire Lafay; Joakim Andén; Mathieu Lagrange (EURASIP J. Audio Speech Music. Process., 2021)