Publications
This section contains publications published by ISI over the past several decades.
2024
Trust-ser: On the trustworthiness of fine-tuning pre-trained speech embeddings for speech emotion recognition
Tiantian Feng, Rajat Hebbar, Shrikanth Narayanan
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
The strong pull of prior knowledge in large language models and its impact on emotion recognition
Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan
arXiv preprint arXiv:2403.17125, 2024
The NeurIPS 2023 Machine Learning for Audio Workshop: Affective Audio Benchmarks and Novel Data
Alice Baird, Rachel Manzelli, Panagiotis Tzirakis, Chris Gagne, Haoqi Li, Sadie Allen, Sander Dieleman, Brian Kulis, Shrikanth S Narayanan, Alan Cowen
arXiv preprint arXiv:2403.14048, 2024
Knowledge-guided eeg representation learning
Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth Narayanan
arXiv preprint arXiv:2403.03222, 2024
Evaluating atypical gaze patterns through vision models: the case of cortical visual impairment
Kleanthis Avramidis, Melinda Y Chang, Rahul Sharma, Mark S Borchert, Shrikanth Narayanan
arXiv preprint arXiv:2402.09655, 2024
Understanding Stress, Burnout, and Behavioral Patterns in Medical Residents Using Large-scale Longitudinal Wearable Recordings
Tiantian Feng, Shrikanth Narayanan
arXiv preprint arXiv:2402.09028, 2024
Abstract TP14: SocialBit: A Novel Smartwatch Sensor to Detect Social Interaction Frequency in Stroke Survivors
Oluwamayomikun Adeboye, Grace Cooke, Kelly White, Samuel Tate, Ross Zafonte, Shrikanth Narayanan, Matthias Mehl, Min Shin, Amar Dhand
Stroke 55 (Suppl_1), ATP14-ATP14, 2024
A multi-perspective machine learning approach to evaluate police-driver interaction in Los Angeles
Benjamin AT Grahama, Lauren Brown, Georgios Chochlakis, Morteza Dehghani, Raquel Delerme, Brittany Friedman, Ellie Graeden, Preni Golazizian, Rajat Hebbar, Parsa Hejabi, Aditya Kommineni, Mayagüez Salinas, Michael Sierra-Arévalo, Jackson Trager, Nicholas Weller, Shrikanth Narayanan
arXiv preprint arXiv:2402.01703, 2024
Deep hierarchical fusion for machine intelligence applications
E Georgiou, G Paraskevopoulos, J Gibson, A Potamianos, S Narayanan
US Patent 11,862,145, 2024
Phonetica: Vertical larynx actions and intergestural timing stability in Hausa ejectives and implosives
Miran Oh, Dani Byrd, Louis Goldstein, Shrikanth S Narayanan
De Gruyter Mouton, 2024
The SHADOW Team Submission to the ASVSpoof 2024 Challenge
Jesús Villalba, Tiantian Feng, Thomas Thebaud, Jihwan Lee, Shrikanth Narayanan, Najim Dehak
Proc. ASVspoof 2024, 36-42, 2024
State-of-the-art speech production MRI protocol for new 0.55 Tesla scanners
Prakash Kumar, Ye Tian, Yongwan Lim, Sophia X Cui, Christina Hagedorn, Dani Byrd, Uttam K Sinha, Shrikanth Narayanan, Krishna S Nayak
Proc. Interspeech 2024, 2590-2594, 2024
Analysis of articulatory setting for L1 and L2 English speakers using MRI data
Kevin Huang, Jack Goldberg, Louis Goldstein, Shrikanth Narayanan
Korea 7, 789, 2024
Multimodal analysis of temporal affective variability within treatment for depression.
Adar Paz, Eshkol Rafaeli, Eran Bar-Kalifa, Eva Gilboa-Schechtman, Sharon Gannot, Shrikanth S Narayanan, Dana Atzil-Slonim
2024
ConPro: Learning Severity Representation for Medical Images using Contrastive Learning and Preference Optimization
Hong Nguyen, Hoang Nguyen, Melinda Chang, Hieu Pham, Shrikanth Narayanan, Michael Pazzani
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
Association of Majority versus Minority First Language Multilingualism and Socioeconomic Status on Cognition among Older Indian Adults
Iris M Strangmann, Justina F Avila, Sarah Petrosyan, Erik Meijer, Emma Nichols, Shrikanth Narayanan, Leon M Aksman, Jinkook Lee, Miguel Arce Rentería
Alzheimer's & Dementia 20, e090676, 2024
People make mistakes: Obtaining accurate ground truth from continuous annotations of subjective constructs
Brandon M Booth, Shrikanth S Narayanan
Behavior Research Methods 56 (8), 8784-8800, 2024
Can Generic LLMs Help Analyze Child-Adult Interactions Involving Children with Autism in Clinical Observation?
Tiantian Feng, Anfeng Xu, Rimita Lahiri, Helen Tager-Flusberg, So Hyun Kim, Somer Bishop, Catherine Lord, Shrikanth Narayanan
arXiv preprint arXiv:2411.10761, 2024
Can text-to-image model assist multi-modal learning for visual recognition with visual modality missing?
Tiantian Feng, Daniel Yang, Digbalay Bose, Shrikanth Narayanan
Proceedings of the 26th International Conference on Multimodal Interaction …, 2024
Direct articulatory observation reveals phoneme recognition performance characteristics of a self-supervised speech model
Xuan Shi, Tiantian Feng, Kevin Huang, Sudarsana Reddy Kadiri, Jihwan Lee, Yijing Lu, Yubin Zhang, Louis Goldstein, Shrikanth Narayanan
JASA Express Letters 4 (11), 2024