Publications
This section contains publications published by ISI over the past several decades.
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
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
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