James Gibson

6 papers · 2016–2018 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🚀 Conference Pioneer

Venues

Interspeech (6)

Top co-authors

Dogan Can (4) Shrikanth Narayanan (3) Shrikanth S. Narayanan (3) David C. Atkins (3) Panayiotis Georgiou (3) Nikolaos Flemotomos (3) David Atkins (2) Bo Xiao (2) Zac E. Imel (2) Zhuohao Chen (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (4) Healthcare & Medicine (3) Clinical (3) Core Methods (3) Speech & Audio (2) Analysis (2) Application Areas (2) Learning Types (2) Techniques (2) Artificial Intelligence (1) Core AI (1)

Keywords

recurrent neural network (3) attention mechanism (2) behavior prediction (2) long short-term memory (2) behavioral coding (2) utterance classification (2) behavioral modeling (1) error propagation (1) speaker diarization (1) deep neural network (1) multimodal fusion (1) gated recurrent unit (1) lexical feature (1) linguistic feature (1) domain-specific embedding (1) motivational interviewing (1) behavioral analysis (1) prosodic feature (1) speaker clustering (1) empathy prediction (1)

Papers

Combined Speaker Clustering and Role Recognition in Conversational Speech Interspeech 2018 Language Features for Automated Evaluation of Cognitive Behavior Psychotherapy Sessions Interspeech 2018 Using Prosodic and Lexical Information for Learning Utterance-level Behaviors in Psychotherapy Interspeech 2018 Attention Networks for Modeling Behaviors in Addiction Counseling Interspeech 2017 A Deep Learning Approach to Modeling Empathy in Addiction Counseling Interspeech 2016 Behavioral Coding of Therapist Language in Addiction Counseling Using Recurrent Neural Networks Interspeech 2016