Publications
This section contains publications published by ISI over the past several decades.
2021
THE POSSIBILITIES AND CHALLENGES OF DEEP LEARNING IN HEALTH COMMUNICATION CONTEXTS
Dana Ketcher, Amy Otto, Sandeep Nallan Chakravarthula, Richard E Heyman, Lee Ellington, Susan Vadaparampil, Shrikanth S Narayanan, Maija Reblin
ANNALS OF BEHAVIORAL MEDICINE 55, S470-S470, 2021
Romantic partner presence and physiological responses in daily life: Attachment style as a moderator
Sohyun C Han, Hannah L Schacter, Adela C Timmons, Yehsong Kim, Stassja Sichko, Corey Pettit, Theodora Chaspari, Shrikanth Narayanan, Gayla Margolin
Biological psychology 161, 108082, 2021
Extending the Beta divergence to complex values
Colin Vaz, Shrikanth Narayanan
Pattern Recognition Letters 144, 105-111, 2021
Linguistic analysis of differences in portrayal of movie characters
S Narayanan, VM Palacios, A Ramakrishna, K Somandepalli, ...
US Patent 10,956,679, 2021
Evidence of task-independent person-specific signatures in EEG using subspace techniques
Mari Ganesh Kumar, Shrikanth Narayanan, Mriganka Sur, Hema A Murthy
IEEE Transactions on Information Forensics and Security 16, 2856-2871, 2021
Multimodal embeddings from language models for emotion recognition in the wild
Shao-Yen Tseng, Shrikanth Narayanan, Panayiotis Georgiou
IEEE Signal Processing Letters 28, 608-612, 2021
Front-end Diarization for Percussion Separation in Taniavartanam of Carnatic Music Concerts
Nauman Dawalatabad, Jilt Sebastian, Jom Kuriakose, C Chandra Sekhar, Shrikanth Narayanan, Hema A Murthy
arXiv preprint arXiv:2103.03215, 2021
Deblurring for spiral real-time MRI using convolutional neural networks (vol 84, pg 3438, 2020)
Y Lim, Y Bliesener, S Narayanan, KS Nayak
MAGNETIC RESONANCE IN MEDICINE 85 (3), 1742-1742, 2021
Intrapersonal and interpersonal vocal affect dynamics during psychotherapy.
Adar Paz, Eshkol Rafaeli, Eran Bar-Kalifa, Eva Gilboa-Schectman, Sharon Gannot, Bracha Laufer-Goldshtein, Shrikanth Narayanan, Joseph Keshet, Dana Atzil-Slonim
Journal of Consulting and Clinical Psychology 89 (3), 227, 2021
Meta-learning with latent space clustering in generative adversarial network for speaker diarization
Monisankha Pal, Manoj Kumar, Raghuveer Peri, Tae Jin Park, So Hyun Kim, Catherine Lord, Somer Bishop, Shrikanth Narayanan
IEEE/ACM transactions on audio, speech, and language processing 29, 1204-1219, 2021
Attention-gated convolutional neural networks for off-resonance correction of spiral real-time MRI
Yongwan Lim, Shrikanth S Narayanan, Krishna S Nayak
arXiv preprint arXiv:2102.07271, 2021
Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices
Rajat Hebbar, Pavlos Papadopoulos, Ramon Reyes, Alexander F Danvers, Angelina J Polsinelli, Suzanne A Moseley, David A Sbarra, Matthias R Mehl, Shrikanth Narayanan
EURASIP Journal on Audio, Speech, and Music Processing 2021 (1), 7, 2021
Conversational correlates of rapid social judgments of children and adolescents with and without ASD
Aaron Shield, Xin Wang, Daniel Bone, Shrikanth Narayanan, Ruth B Grossman
Clinical linguistics & phonetics 35 (2), 172-184, 2021
Developing neural representations for robust child-adult diarization
Suchitra Krishnamachari, Manoj Kumar, So Hyun Kim, Catherine Lord, Shrikanth Narayanan
2021 IEEE Spoken Language Technology Workshop (SLT), 590-597, 2021
Rnn based incremental online spoken language understanding
Prashanth Gurunath Shivakumar, Naveen Kumar, Panayiotis Georgiou, Shrikanth Narayanan
2021 IEEE Spoken Language Technology Workshop (SLT), 989-996, 2021
Temporal dynamics of workplace acoustic scenes: Egocentric analysis and prediction
Arindam Jati, Amrutha Nadarajan, Raghuveer Peri, Karel Mundnich, Tiantian Feng, Benjamin Girault, Shrikanth Narayanan
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 756-769, 2021
Computational media intelligence: Human-centered machine analysis of media
Krishna Somandepalli, Tanaya Guha, Victor R Martinez, Naveen Kumar, Hartwig Adam, Shrikanth Narayanan
Proceedings of the IEEE 109 (5), 891-910, 2021
Enhancing the brain's emotion regulation capacity with a randomised trial of a 5-week heart rate variability biofeedback intervention
Kaoru Nashiro, Jungwon Min, Hyun Joo Yoo, Christine Cho, Shelby L Bachman, Shubir Dutt, Julian F Thayer, Paul Lehrer, Tiantian Feng, Noah Mercer, Padideh Nasseri, Diana Wang, Catie Chang, Vasilis Z Marmarelis, Shri Narayanan, Daniel A Nation, Mara Mather
MedRxiv, 2021
USC-SAIL system for DIHARD III: Domain adaptive diarization system
Tae Jin Park, Raghuveer Peri, Arindam Jati, Shrikanth Narayanan
Proc. 3rd DIHARD Speech Diarization Challenge Workshop, 2021
Analyzing Short Term Dynamic Speech Features for Understanding Behavioral Traits of Children with Autism Spectrum Disorder.
Young-Kyung Kim, Rimita Lahiri, Md Nasir, So Hyun Kim, Somer Bishop, Catherine Lord, Shrikanth S Narayanan
Interspeech, 2916-2920, 2021