Léo Cances

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Partially Labeled Data

Unlabelled Data

Event Detection

Top Venues

EURASIP J. Audio Speech Music. Process.

Publications

Léo Cances, Etienne Labbé, Thomas Pellegrini
Comparison of semi-supervised deep learning algorithms for audio classification. EURASIP J. Audio Speech Music. Process. 2022 (1) (2022)
Léo Cances, Etienne Labbé, Thomas Pellegrini
Improving Deep-learning-based Semi-supervised Audio Tagging with Mixup. CoRR (2021)
Léo Cances, Thomas Pellegrini
Comparison of Deep Co-Training and Mean-Teacher Approaches for Semi-Supervised Audio Tagging. ICASSP (2021)
Léo Cances, Patrice Guyot, Thomas Pellegrini
Evaluation of Post-Processing Algorithms for Polyphonic Sound Event Detection. WASPAA (2019)
Thomas Pellegrini, Léo Cances
Cosine-similarity penalty to discriminate sound classes in weakly-supervised sound event detection. CoRR (2019)
Thomas Pellegrini, Léo Cances
Cosine-similarity penalty to discriminate sound classes in weakly-supervised sound event detection. IJCNN (2019)
Léo Cances, Patrice Guyot, Thomas Pellegrini
Evaluation of post-processing algorithms for polyphonic sound event detection. CoRR (2019)
Léo Cances, Thomas Pellegrini, Patrice Guyot
Sound event detection from weak annotations: weighted-GRU versus multi-instance-learning. DCASE (2018)