Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders — Step 1: CNN Model-Based Phone Classification

Sondes Abderrazek (1) , Corinne Fredouille (1) , Alain Ghio (2) , Muriel Lalain (2) , Christine Meunier (2) , Virginie Woisard (3)

1 LIA - Laboratoire Informatique d'Avignon
2 LPL - Laboratoire Parole et Langage
3 CHU Toulouse - Centre Hospitalier Universitaire de Toulouse

Mots clés: Deep Learning; Speech Disorders; Intelligibility

Domaines: Informatique et langage [cs.CL]

Sondes Abderrazek, Corinne Fredouille, Alain Ghio, Muriel Lalain, Christine Meunier, et al.. Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders — Step 1: CNN Model-Based Phone Classification. Interspeech 2020, Oct 2020, Shanghai, China. pp.2522-2526, ⟨10.21437/Interspeech.2020-2239⟩. ⟨hal-03017394⟩