Brian Baucom

7 papers · 2016–2018 · 1 conference · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (17) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (6) 📈 Trend Setter 🚀 Conference Pioneer

Conferences

INTERSPEECH (7)

Top co-authors

Panayiotis Georgiou (7) Shrikanth S. Narayanan (2) Shao-Yen Tseng (2) Sandeep Nallan Chakravarthula (2) Md. Nasir (2) Haoqi Li (1) Md Nasir (1) Shrikanth Narayanan (1) Craig J. Bryan (1)

Keywords

couples therapy (3) recurrent neural network (2) prosody analysis (1) natural language understanding (1) suicide risk assessment (1) lyapunov exponent (1) markov model (1) long short-term memory (1) nonlinear dynamical system (1) deep neural network (1) language model (1) behavior recognition (1) sentence embedding (1) lexical feature (1) neural embedding (1) behavioral analysis (1) conversational speech (1) behavior modeling (1) pretrained word embedding (1) behavior trajectory (1)

Papers

Modeling Interpersonal Influence of Verbal Behavior in Couples Therapy Dyadic Interactions INTERSPEECH 2018

Towards an Unsupervised Entrainment Distance in Conversational Speech Using Deep Neural Networks INTERSPEECH 2018

Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings INTERSPEECH 2017

Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews INTERSPEECH 2017

Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models INTERSPEECH 2016

Sparsely Connected and Disjointly Trained Deep Neural Networks for Low Resource Behavioral Annotation: Acoustic Classification in Couples’ Therapy INTERSPEECH 2016

Complexity in Prosody: A Nonlinear Dynamical Systems Approach for Dyadic Conversations; Behavior and Outcomes in Couples Therapy INTERSPEECH 2016