Publications
This section contains publications published by ISI over the past several decades.
2023
Contextually-rich human affect perception using multimodal scene information
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
A dataset for audio-visual sound event detection in movies
Rajat Hebbar, Digbalay Bose, Krishna Somandepalli, Veena Vijai, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Can Knowledge of End-to-End Text-to-Speech Models Improve Neural Midi-to-Audio Synthesis Systems?
Xuan Shi, Erica Cooper, Xin Wang, Junichi Yamagishi, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
A context-aware computational approach for measuring vocal entrainment in dyadic conversations
Rimita Lahiri, Md Nasir, Catherine Lord, So Hyun Kim, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Using emotion embeddings to transfer knowledge between emotions, languages, and annotation formats
Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Leveraging label correlations in a multi-label setting: A case study in emotion
Georgios Chochlakis, Gireesh Mahajan, Sabyasachee Baruah, Keith Burghardt, Kristina Lerman, Shrikanth Narayanan
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Fedaudio: A federated learning benchmark for audio tasks
Tuo Zhang, Tiantian Feng, Samiul Alam, Sunwoo Lee, Mi Zhang, Shrikanth S Narayanan, Salman Avestimehr
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
Gpt-fl: Generative pre-trained model-assisted federated learning
Tuo Zhang, Tiantian Feng, Samiul Alam, Dimitrios Dimitriadis, Sunwoo Lee, Mi Zhang, Shrikanth S Narayanan, Salman Avestimehr
arXiv preprint arXiv:2306.02210, 2023
You never know what you are going to get: Large-scale assessment of therapists’ supportive counseling skill use.
Xinyao Zhang, Michael Tanana, Lauren Weitzman, Shrikanth Narayanan, David Atkins, Zac Imel
Psychotherapy 60 (2), 149, 2023
The silent treatment? Changes in patient emotional expression after silence
Christina S Soma, Bruce E Wampold, Nikolaos Flemotomos, Raghuveer Peri, Shrikanth Narayanan, David C Atkins, Zac E Imel
Counselling and psychotherapy research 23 (2), 378-388, 2023
Understanding spoken language development of children with asd using pre-trained speech embeddings
Anfeng Xu, Rajat Hebbar, Rimita Lahiri, Tiantian Feng, Lindsay Butler, Lue Shen, Helen Tager-Flusberg, Shrikanth Narayanan
arXiv preprint arXiv:2305.14117, 2023
Audio-visual activity guided cross-modal identity association for active speaker detection
Rahul Sharma, Shrikanth Narayanan
IEEE Open Journal of Signal Processing 4, 225-232, 2023
A study of bias mitigation strategies for speaker recognition
Raghuveer Peri, Krishna Somandepalli, Shrikanth Narayanan
Computer Speech & Language 79, 101481, 2023
Mel frequency spectral domain defenses against adversarial attacks on speech recognition systems
Nicholas Mehlman, Anirudh Sreeram, Raghuveer Peri, Shrikanth Narayanan
JASA Express Letters 3 (3), 2023
It’s not what you said, it’s how you said it: An analysis of therapist vocal features during psychotherapy
Christina S Soma, Dillon Knox, Timothy Greer, Keith Gunnerson, Alexander Young, Shrikanth Narayanan
Counselling and psychotherapy research 23 (1), 258-269, 2023
Ten questions concerning the impact of environmental stress on office workers
Mohamad Awada, Burcin Becerik-Gerber, Ruying Liu, Mirmahdi Seyedrezaei, Zheng Lu, Matheos Xenakis, Gale Lucas, Shawn C Roll, Shrikanth Narayanan
Building and Environment 229, 109964, 2023
Increasing coordination and responsivity of emotion-related brain regions with a heart rate variability biofeedback randomized trial
Kaoru Nashiro, Jungwon Min, Hyun Joo Yoo, Christine Cho, Shelby L Bachman, Shubir Dutt, Julian F Thayer, Paul M Lehrer, Tiantian Feng, Noah Mercer, Padideh Nasseri, Diana Wang, Catie Chang, Vasilis Z Marmarelis, Shri Narayanan, Daniel A Nation, Mara Mather
Cognitive, Affective, & Behavioral Neuroscience 23 (1), 66-83, 2023
Relationship satisfaction, feelings of closeness and annoyance, and linkage in electrodermal activity.
Adela C Timmons, Sohyun C Han, Theodora Chaspari, Yehsong Kim, Shrikanth Narayanan, Jacqueline B Duong, Natalia Simo Fiallo, Gayla Margolin
Emotion, 2023
Detecting Poisoning Attacks against Speech Datasets using Variational Autoencoders
Nick Mehlman, Xuan Shi, Aditya Kommineni, Shrikanth Narayanan
Proc. 3rd Symposium on Security and Privacy in Speech Communication, 34-40, 2023