Publications
This section contains publications published by ISI over the past several decades.
2023
Fedmultimodal: A benchmark for multimodal federated learning
Tiantian Feng, Digbalay Bose, Tuo Zhang, Rajat Hebbar, Anil Ramakrishna, Rahul Gupta, Mi Zhang, Salman Avestimehr, Shrikanth Narayanan
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
SocialBit: protocol for a prospective observational study to validate a wearable social sensor for stroke survivors with diverse neurological abilities
Kelly White, Samuel Tate, Ross Zafonte, Shrikanth Narayanan, Matthias R Mehl, Min Shin, Amar Dhand
BMJ open 13 (8), e076297, 2023
Robust self supervised speech embeddings for child-adult classification in interactions involving children with autism
Rimita Lahiri, Tiantian Feng, Rajat Hebbar, Catherine Lord, So Hyun Kim, Shrikanth Narayanan
arXiv preprint arXiv:2307.16398, 2023
Multimodal neuroimaging data from a 5-week heart rate variability biofeedback randomized clinical trial
Hyun Joo Yoo, Kaoru Nashiro, Jungwon Min, Christine Cho, Noah Mercer, Shelby L Bachman, Padideh Nasseri, Shubir Dutt, Shai Porat, Paul Choi, Yong Zhang, Vardui Grigoryan, Tiantian Feng, Julian F Thayer, Paul Lehrer, Catie Chang, Jeffrey A Stanley, Elizabeth Head, Jeremy Rouanet, Vasilis Z Marmarelis, Shrikanth Narayanan, Jessica Wisnowski, Daniel A Nation, Mara Mather
Scientific Data 10 (1), 503, 2023
Wearable and mobile technologies for the evaluation and treatment of obsessive-compulsive disorder: scoping review
Adam C Frank, Ruibei Li, Bradley S Peterson, Shrikanth S Narayanan
JMIR Mental Health 10, e45572, 2023
Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point Process
Tiantian Feng, Brandon M Booth, Shrikanth Narayanan
arXiv preprint arXiv:2307.04445, 2023
A machine-learning algorithm for the automated perceptual evaluation of dysphonia severity
Benjamin van der Woerd, Zhuohao Chen, Nikolaos Flemotomos, Maria Oljaca, Lauren Timmons Sund, Shrikanth Narayanan, Michael M Johns
Journal of Voice, 2023
Creating musical features using multi-faceted, multi-task encoders based on transformers
Timothy Greer, Xuan Shi, Benjamin Ma, Shrikanth Narayanan
Scientific Reports 13 (1), 10713, 2023
A machine learning approach to improve implementation monitoring of family-based preventive interventions in primary care
Cady Berkel, Dillon C Knox, Nikolaos Flemotomos, Victor R Martinez, David C Atkins, Shrikanth S Narayanan, Lizeth Alonso Rodriguez, Carlos G Gallo, Justin D Smith
Implementation Research and Practice 4, 26334895231187906, 2023
Character coreference resolution in movie screenplays
Sabyasachee Baruah, Shrikanth Narayanan
Findings of the Association for Computational Linguistics: ACL 2023, 10300-10313, 2023
Tensor embedding: A supervised framework for human behavioral data mining and prediction
Homa Hosseinmardi, Amir Ghasemian, Kristina Lerman, Shrikanth Narayanan, Emilio Ferrara
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 91-100, 2023
An engineering view on emotions and speech: From analysis and predictive models to responsible human-centered applications
Chi-Chun Lee, Theodora Chaspari, Emily Mower Provost, Shrikanth S Narayanan
Proceedings of the IEEE 111 (10), 1142-1158, 2023
Unlocking Foundation Models for Privacy-Enhancing Speech Understanding: An Early Study on Low Resource Speech Training Leveraging Label-guided Synthetic Speech Content
Tiantian Feng, Digbalay Bose, Xuan Shi, Shrikanth Narayanan
arXiv preprint arXiv:2306.07791, 2023
Modeling inter-individual differences in ambulatory-based multimodal signals via metric learning: a case study of personalized well-being estimation of healthcare workers
Projna Paromita, Karel Mundnich, Amrutha Nadarajan, Brandon M Booth, Shrikanth S Narayanan, Theodora Chaspari
Frontiers in Digital Health 5, 1195795, 2023
Multimodal Estimation Of Change Points Of Physiological Arousal During Driving
Kleanthis Avramidis, Tiantian Feng, Digbalay Bose, Shrikanth Narayanan
2023 IEEE International Conference on Acoustics, Speech, and Signal …, 2023
Navigating and Reaching Therapeutic Goals with Dynamical Systems in Conversation-Based Interventions
Victor Ardulov, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Signal processing grand challenge 2023–e-prevention: Sleep behavior as an indicator of relapses in psychotic patients
Kleanthis Avramidis, Kranti Adsul, Digbalay Bose, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
On the role of visual context in enriching music representations
Kleanthis Avramidis, Shanti Stewart, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Toward Privacy-Enhancing Ambulatory-Based Well-Being Monitoring: Investigating User Re-Identification Risk in Multimodal Data
Ravi Pranjal, Ranjana Seshadri, Rakesh Kumar Sanath Kumar Kadaba, Tiantian Feng, Shrikanth S Narayanan, Theodora Chaspari
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Designing and evaluating speech emotion recognition systems: A reality check case study with iemocap
Nikolaos Antoniou, Athanasios Katsamanis, Theodoros Giannakopoulos, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023