Publications
This section contains publications published by ISI over the past several decades.
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
Beatboxing kick drum kinematics
Reed Blaylock, Shrikanth Narayanan
Interspeech 2023, 2583-2587, 2023
Cross-lingual features for alzheimer’s dementia detection from speech
Thomas Melistas, Lefteris Kapelonis, Nikos Antoniou, Petros Mitseas, Dimitris Sgouropoulos, Theodoros Giannakopoulos, Athanasios Katsamanis, Shrikanth Narayanan, NCSR Demokritos
Proc. Interspeech 2023, 3008-3012, 2023
Bridging Speech Science and Technology—Now and Into the Future
Shrikanth Narayanan
Proc. Interspeech 2023, 1-1, 2023
A review of speech-centric trustworthy machine learning: Privacy, safety, and fairness
Tiantian Feng, Rajat Hebbar, Nicholas Mehlman, Xuan Shi, Aditya Kommineni, Shrikanth Narayanan
APSIPA Transactions on Signal and Information Processing 12 (3), 2023
Movieclip: Visual scene recognition in movies
Digbalay Bose, Rajat Hebbar, Krishna Somandepalli, Haoyang Zhang, Yin Cui, Kree Cole-McLaughlin, Huisheng Wang, Shrikanth Narayanan
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
Capturing perspectives of crowdsourced annotators in subjective learning tasks
Negar Mokhberian, Myrl G Marmarelis, Frederic R Hopp, Valerio Basile, Fred Morstatter, Kristina Lerman
arXiv preprint arXiv:2311.09743, 2023
Measuring Online Emotional Reactions to Events
Siyi Guo, Zihao He, Ashwin Rao, Eugene Jang, Yuanfeixue Nan, Fred Morstatter, Jeffrey Brantingham, Kristina Lerman
Proceedings of the International Conference on Advances in Social Networks …, 2023
Retweets amplify the echo chamber effect
Ashwin Rao, Fred Morstatter, Kristina Lerman
Proceedings of the International Conference on Advances in Social Networks …, 2023
The unequal opportunities of large language models: Examining demographic biases in job recommendations by chatgpt and llama
Abel Salinas, Parth Shah, Yuzhong Huang, Robert McCormack, Fred Morstatter
Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms …, 2023
" Im not Racist but...": Discovering Bias in the Internal Knowledge of Large Language Models
Abel Salinas, Louis Penafiel, Robert McCormack, Fred Morstatter
arXiv preprint arXiv:2310.08780, 2023
Pipeline for modeling causal beliefs from natural language
John Priniski, Ishaan Verma, Fred Morstatter
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
Modeling cross-cultural pragmatic inference with codenames duet
Omar Shaikh, Caleb Ziems, William Held, Aryan J Pariani, Fred Morstatter, Diyi Yang
arXiv preprint arXiv:2306.02475, 2023