Towards Interpreting Deep Learning Models to Understand Loss of Speech Intelligibility in Speech Disorders Step 2: Contribution of the Emergence of Phonetic Traits

Author:

Abderrazek Sondes1,Fredouille Corinne1,Ghio Alain2,Lalain Muriel2,Meunier Christine2,Woisard Virginie3

Affiliation:

1. LIA, Avignon University,France

2. Aix-Marseille Univ, LPL, CNRS,Aix-en-Provence,France

3. UT2J, Octogone-Lordat, Toulouse University & Toulouse Hospital,France

Publisher

IEEE

Reference14 articles.

1. Carcinologic Speech Severity Index Project: A Database of Speech Disorders Productions to Assess Quality of Life Related to Speech After Cancer;astesano,0

2. How to Compare Automatically Two Phonological Strings: Application to Intelligibility Measurement in the Case of Atypical Speech;ghio;LREC 2020 12th Language Resources and Evaluation Conference,2020

3. Achile : un dispositif de décodage acoustico-phonétique et d’identification lexicale indépendant du locuteur à partir de modules mixtes;ghio;Phd thesis (in French),1997

4. Inferring Phonemic Classes from CNN Activation Maps Using Clustering Techniques

5. Viualizing data using t-sne;van der maaten;Journal of Machine Learning Research,2008

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