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Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy

In this paper, we present an approach for predicting utterance level behaviors in psychotherapy sessions using both speech and lexical features. We train long short term memory (LSTM) networks with an attention mechanism using words, both manually and automatically transcribed, and prosodic features...

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Détails bibliographiques
Publié dans:Interspeech
Auteurs principaux: Singla, Karan, Chen, Zhuohao, Flemotomos, Nikolaos, Gibson, James, Can, Dogan, Atkins, David C., Narayanan, Shrikanth
Format: Artigo
Langue:Inglês
Publié: 2018
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8297805/
https://ncbi.nlm.nih.gov/pubmed/34307639
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21437/interspeech.2018-2551
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