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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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Bibliografski detalji
Izdano u:Interspeech
Glavni autori: Singla, Karan, Chen, Zhuohao, Flemotomos, Nikolaos, Gibson, James, Can, Dogan, Atkins, David C., Narayanan, Shrikanth
Format: Artigo
Jezik:Inglês
Izdano: 2018
Teme:
Online pristup: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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