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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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| Publié dans: | Interspeech |
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| Auteurs principaux: | , , , , , , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
2018
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| 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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