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CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations


Feb 08, 2022
Vin Sachidananda, Shao-Yen Tseng, Erik Marchi, Sachin Kajarekar, Panayiotis Georgiou


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Analysis and Tuning of a Voice Assistant System for Dysfluent Speech


Jun 18, 2021
Vikramjit Mitra, Zifang Huang, Colin Lea, Lauren Tooley, Sarah Wu, Darren Botten, Ashwini Palekar, Shrinath Thelapurath, Panayiotis Georgiou, Sachin Kajarekar, Jefferey Bigham

* 5 pages, 1 page reference, 2 figures 

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Unsupervised Speech Representation Learning for Behavior Modeling using Triplet Enhanced Contextualized Networks


Apr 01, 2021
Haoqi Li, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou


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"Am I A Good Therapist?" Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies


Feb 22, 2021
Nikolaos Flemotomos, Victor R. Martinez, Zhuohao Chen, Karan Singla, Victor Ardulov, Raghuveer Peri, Derek D. Caperton, James Gibson, Michael J. Tanana, Panayiotis Georgiou, Jake Van Epps, Sarah P. Lord, Tad Hirsch, Zac E. Imel, David C. Atkins, Shrikanth Narayanan


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Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords


Feb 19, 2021
Prashanth Gurunath Shivakumar, Panayiotis Georgiou, Shrikanth Narayanan


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Speaker Diarization with Lexical Information


Apr 13, 2020
Tae Jin Park, Kyu J. Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis Georgiou, Shrikanth Narayanan

* Interspeech 2019, 391-395 

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An analysis of observation length requirements for machine understanding of human behaviors in spoken language


Nov 29, 2019
Sandeep Nallan Chakravarthula, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou

* added discussion for cross-model results; general revisions and corrections; removed paragraph summaries; converted to PeerJ CS format 

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An analysis of observation length requirements in spoken language for machine understanding of human behaviors


Nov 21, 2019
Sandeep Nallan Chakravarthula, Brian Baucom, Shrikanth Narayanan, Panayiotis Georgiou


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Speaker-invariant Affective Representation Learning via Adversarial Training


Nov 04, 2019
Haoqi Li, Ming Tu, Jing Huang, Shrikanth Narayanan, Panayiotis Georgiou

* 5 pages 

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