Sound event detection from weak annotations: weighted-GRU versus multi-instance-learning. - Léo Cances; Thomas Pellegrini; Patrice Guyot (DCASE, 2018)

Cosine-similarity penalty to discriminate sound classes in weakly-supervised sound event detection. - Thomas Pellegrini; Léo Cances (IJCNN, 2019)

Evaluation of Post-Processing Algorithms for Polyphonic Sound Event Detection. - Léo Cances; Patrice Guyot; Thomas Pellegrini (WASPAA, 2019)

Comparison of Deep Co-Training and Mean-Teacher Approaches for Semi-Supervised Audio Tagging. - Léo Cances; Thomas Pellegrini (ICASSP, 2021)

Improving Deep-learning-based Semi-supervised Audio Tagging with Mixup. - Léo Cances; Etienne Labbé; Thomas Pellegrini (CoRR, 2021)

Apprentissage profond faiblement supervisé et semi-supervisé pour la détection d'évènements sonores. (Weakly supervised and semi-supervised deep learning for sound event detection). - Léo Cances (2021)

Comparison of semi-supervised deep learning algorithms for audio classification. - Léo Cances; Etienne Labbé; Thomas Pellegrini (EURASIP J. Audio Speech Music. Process., 2022)