Publications
This section contains publications published by ISI over the past several decades.
2019
Toward visual voice activity detection for unconstrained videos
Rahul Sharma, Krishna Somandepalli, Shrikanth Narayanan
2019 IEEE International Conference on Image Processing (ICIP), 2991-2995, 2019
Multimodal embeddings from language models
Shao-Yen Tseng, Panayiotis Georgiou, Shrikanth Narayanan
arXiv preprint arXiv:1909.04302, 2019
Expert-driven, technology-facilitated intervention system for improving interpersonal relationships
G Margolin, AC Ahle, MW Ahle, T Chaspari, SS Narayanan
US Patent App. 16/291,399, 2019
Technology-Facilitated Support System for Monitoring and Understanding Interpersonal Relationships
SS Narayanan, G Margolin, AC Ahle, T Chaspari
US Patent App. 16/501,103, 2019
Using Oliver API for emotion-aware movie content characterization
Theodoros Giannakopoulos, Spiros Dimopoulos, Georgios Pantazopoulos, Aggelina Chatziagapi, Dimitris Sgouropoulos, Athanasios Katsamanis, Alexandros Potamianos, Shrikanth Narayanan
2019 International Conference on Content-Based Multimedia Indexing (CBMI), 1-4, 2019
Prediction of Psychological Flexibility with multi-scale Heart Rate Variability and Breathing Features in an “in-the-wild” Setting
Abhishek Tiwari, Jennifer L Villatte, Shrikanth Narayanan, Tiago H Falk
2019 8th International Conference on Affective Computing and Intelligent …, 2019
Trapezoidal segmented regression: A novel continuous-scale real-time annotation approximation algorithm
Brandon M Booth, Shrikanth S Narayanan
2019 8th International Conference on Affective Computing and Intelligent …, 2019
Predicting human-reported enjoyment responses in happy and sad music
Benjamin Ma, Timothy Greer, Matthew Sachs, Assal Habibi, Jonas Kaplan, Shrikanth Narayanan
2019 8th International Conference on Affective Computing and Intelligent …, 2019
A system for the 2019 Sentiment, Emotion and Cognitive State Task of DARPA's LORELEI project
Victor R Martinez, Anil Ramakrishna, Ming-Chang Chiu, Karan Singla, Shrikanth Narayanan
2019 8th International Conference on Affective Computing and Intelligent …, 2019
Breathing rate complexity features for “in-the-wild” stress and anxiety measurement
Abhishek Tiwari, Shrikanth Narayanan, Tiago H Falk
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
A personal visual comfort model: Predict individual’s visual comfort using occupant eye pupil size and machine learning
Lingkai Cen, Joon-Ho Choi, Xiaomeng Yao, Yolanda Gil, Shrikanth Narayanan, Maryann Pentz
IOP Conference Series: Materials Science and Engineering 609 (4), 042097, 2019
Data Augmentation Using GANs for Speech Emotion Recognition.
Aggelina Chatziagapi, Georgios Paraskevopoulos, Dimitris Sgouropoulos, Georgios Pantazopoulos, Malvina Nikandrou, Theodoros Giannakopoulos, Athanasios Katsamanis, Alexandros Potamianos, Shrikanth Narayanan
Interspeech, 171-175, 2019
Multi-Task Discriminative Training of Hybrid DNN-TVM Model for Speaker Verification with Noisy and Far-Field Speech.
Arindam Jati, Raghuveer Peri, Monisankha Pal, Tae Jin Park, Naveen Kumar, Ruchir Travadi, Panayiotis G Georgiou, Shrikanth Narayanan
Interspeech, 2463-2467, 2019
Identifying therapist and client personae for therapeutic alliance estimation
Victor R Martinez, Nikolaos Flemotomos, Victor Ardulov, Krishna Somandepalli, Simon B Goldberg, Zac E Imel, David C Atkins, Shrikanth Narayanan
Interspeech 2019, 1901, 2019
Modeling interpersonal linguistic coordination in conversations using word mover’s distance
Md Nasir, Sandeep Nallan Chakravarthula, Brian Baucom, David C Atkins, Panayiotis Georgiou, Shrikanth Narayanan
Interspeech 2019, 1423, 2019
Multimodal human and environmental sensing for longitudinal behavioral studies in naturalistic settings: Framework for sensor selection, deployment, and management
Brandon M Booth, Karel Mundnich, Tiantian Feng, Amrutha Nadarajan, Tiago H Falk, Jennifer L Villatte, Emilio Ferrara, Shrikanth Narayanan
Journal of medical Internet research 21 (8), e12832, 2019
Report of 2017 NSF workshop on multimedia challenges, opportunities and research roadmaps
Shih-Fu Chang, Alex Hauptmann, Louis-Philippe Morency, Sameer Antani, Dick Bulterman, Carlos Busso, Joyce Chai, Julia Hirschberg, Ramesh Jain, Ketan Mayer-Patel, Reuven Meth, Raymond Mooney, Klara Nahrstedt, Shri Narayanan, Prem Natarajan, Sharon Oviatt, Balakrishnan Prabhakaran, Arnold Smeulders, Hari Sundaram, Zhengyou Zhang, Michelle Zhou
arXiv preprint arXiv:1908.02308, 2019
Behavior Gated Language Models
Prashanth Gurunath Shivakumar, Shao-Yen Tseng, Panayiotis Georgiou, Shrikanth Narayanan
arXiv e-prints, arXiv: 1909.00107, 2019
Intermittently tagged real‐time MRI reveals internal tongue motion during speech production
Weiyi Chen, Dani Byrd, Shrikanth Narayanan, Krishna S Nayak
Magnetic resonance in medicine 82 (2), 600-613, 2019
A comparative study of stress and anxiety estimation in ecological settings using a smart-shirt and a smart-bracelet
Abhishek Tiwari, Raymundo Cassani, Shrikanth Narayanan, Tiago H Falk
2019 41st Annual International Conference of the IEEE Engineering in …, 2019