Early online detection of high volatility clusters using Particle Filters. - Karel Mundnich; Marcos E. Orchard (Expert Syst. Appl., 2016)

Exploiting Intra-Annotator Rating Consistency Through Copeland's Method for Estimation of Ground Truth Labels in Couples' Therapy. - Karel Mundnich; Md. Nasir; Panayiotis G. Georgiou; Shrikanth S. Narayanan (INTERSPEECH, 2017)

A Novel Method for Human Bias Correction of Continuous- Time Annotations. - Brandon M. Booth; Karel Mundnich; Shrikanth S. Narayanan (ICASSP, 2018)

Fusing Annotations with Majority Vote Triplet Embeddings. - Brandon M. Booth; Karel Mundnich; Shrikanth S. Narayanan (AVEC@MM, 2018)

Bluetooth Based Indoor Localization Using Triplet Embeddings. - Karel Mundnich; Benjamin Girault; Shrikanth S. Narayanan (ICASSP, 2019)

Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting. - Arindam Jati; Amrutha Nadarajan; Karel Mundnich; Shrikanth S. Narayanan (CoRR, 2019)

Generating labels for regression of subjective constructs using triplet embeddings. - Karel Mundnich; Brandon M. Booth; Benjamin Girault; Shrikanth S. Narayanan (Pattern Recognit. Lett., 2019)

Dynamical systems modeling of day-to-day signal-based patterns of emotional self-regulation and stress spillover in highly-demanding health professions. - George Hadjiantonis; Projna Paromita; Karel Mundnich; Amrutha Nadarajan; Brandon M. Booth; Shrikanth Narayanan; Theodora Chaspari (EMBC, 2020)

The Role of Annotation Fusion Methods in the Study of Human-Reported Emotion Experience During Music Listening. - Timothy Greer; Karel Mundnich; Matthew E. Sachs; Shrikanth Narayanan (ICASSP, 2020)

Bringing in the Outliers: A Sparse Subspace Clustering Approach to Learn a Dictionary of Mouse Ultrasonic Vocalizations. - Jiaxi Wang; Karel Mundnich; Allison T. Knoll; Pat Levitt; Shrikanth Narayanan (ICASSP, 2020)

TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers. - Karel Mundnich; Brandon M. Booth; Michelle L'Hommedieu; Tiantian Feng; Benjamin Girault; Justin L'Hommedieu; Mackenzie Wildman; Sophia Skaaden; Amrutha Nadarajan; Jennifer L. Villatte; Tiago H. Falk; Kristina Lerman; et al. (CoRR, 2020)

Investigating Group-Specific Models of Hospital Workers' Well-Being: Implications for Algorithmic Bias. - Vinesh Ravuri; Projna Paromita; Karel Mundnich; Amrutha Nadarajan; Brandon M. Booth; Shrikanth S. Narayanan; Theodora Chaspari (Int. J. Semantic Comput., 2020)

Audiovisual Highlight Detection in Videos. - Karel Mundnich; Alexandra Fenster; Aparna Khare; Shiva Sundaram (ICASSP, 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 Trans. Audio Speech Lang. Process., 2021)

AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR. - Tyler Vuong; Karel Mundnich; Dhanush Bekal; Veera Raghavendra Elluru; Srikanth Ronanki; Sravan Bodapati (EMNLP (Industry Track), 2023)

A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference. - Dhanush Bekal; Karthik Gopalakrishnan 001; Karel Mundnich; Srikanth Ronanki; Sravan Bodapati; Katrin Kirchhoff (INTERSPEECH, 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 Digit. Health, 2023)

SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models. - Raghuveer Peri; Sai Muralidhar Jayanthi; Srikanth Ronanki; Anshu Bhatia; Karel Mundnich; Saket Dingliwal; Nilaksh Das; Zejiang Hou; Goeric Huybrechts; Srikanth Vishnubhotla; Daniel Garcia-Romero; Sundararajan Srinivasan; et al. (ACL (Findings), 2024)

SpeechVerse: A Large-scale Generalizable Audio Language Model. - Nilaksh Das; Saket Dingliwal; Srikanth Ronanki; Rohit Paturi; Zhaocheng Huang; Prashant Mathur; Jie Yuan; Dhanush Bekal; Xing Niu 001; Sai Muralidhar Jayanthi; Xilai Li; Karel Mundnich; et al. (CoRR, 2024)

SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models. - Raghuveer Peri; Sai Muralidhar Jayanthi; Srikanth Ronanki; Anshu Bhatia; Karel Mundnich; Saket Dingliwal; Nilaksh Das; Zejiang Hou; Goeric Huybrechts; Srikanth Vishnubhotla; Daniel Garcia-Romero; Sundararajan Srinivasan; et al. (CoRR, 2024)

Speech Retrieval-Augmented Generation without Automatic Speech Recognition. - Do June Min; Karel Mundnich; Andy Lapastora; Erfan Soltanmohammadi; Srikanth Ronanki; Kyu J. Han (ICASSP, 2025)

Zero-resource Speech Translation and Recognition with LLMs. - Karel Mundnich; Xing Niu 001; Prashant Mathur; Srikanth Ronanki; Brady Houston; Veera Raghavendra Elluru; Nilaksh Das; Zejiang Hou; Goeric Huybrechts; Anshu Bhatia; Daniel Garcia-Romero; Kyu J. Han; et al. (ICASSP, 2025)

TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors. - Tiantian Feng; Brandon M. Booth; Karel Mundnich; Emily Zhou; Benjamin Girault; Kristina Lerman; Shrikanth Narayanan (CoRR, 2025)