Guillem Bonafos

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Unsupervised Learning

Topological Map

Hierarchical Bayesian

Top Venues

Publications

Guillem Bonafos, Clara Bourot, Pierre Pudlo, Jean-Marc Freyermuth, Laurence Reboul, Samuel Tronçon, Arnaud Rey
Dirichlet process mixture model based on topologically augmented signal representation for clustering infant vocalizations. CoRR (2024)
Guillem Bonafos, Jean-Marc Freyermuth, Pierre Pudlo, Samuel Tronçon, Arnaud Rey
Topological data analysis of human vowels: Persistent homologies across representation spaces. CoRR (2023)
Guillem Bonafos, Pierre Pudlo, Jean-Marc Freyermuth, Thierry Legou, Joël Fagot, Samuel Tronçon, Arnaud Rey
Detecting human and non-human vocal productions in large scale audio recordings. CoRR (2023)
Arnaud Rey, Joël Fagot, Fabien Mathy, Laura Lazartigues, Laure Tosatto, Guillem Bonafos, Jean-Marc Freyermuth, Frédéric Lavigne
Learning Higher-Order Transitional Probabilities in Nonhuman Primates. Cogn. Sci. 46 (4) (2022)