Karel Mundnich

According to our database, Karel Mundnich authored at least 20 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Kyu J. Han, Katrin Kirchhoff

CoRR, 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, Sai Muralidhar Jayanthi, Xilai Li, Karel Mundnich, Monica Sunkara, Sundararajan Srinivasan, Kyu J. Han, Katrin Kirchhoff

CoRR, 2024

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, Kyu J. Han, Katrin Kirchhoff

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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, March, 2023

A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference.

Dhanush Bekal, Karthik Gopalakrishnan, Karel Mundnich, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

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

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

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

Audiovisual Highlight Detection in Videos.

Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram

Proceedings of the IEEE International Conference on Acoustics, 2021

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

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, Emilio Ferrara, Shrikanth Narayanan

CoRR, 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

Proceedings of the 2020 IEEE International Conference on Acoustics, 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

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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

Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting.

Arindam Jati, Amrutha Nadarajan, Karel Mundnich, Shrikanth S. Narayanan

CoRR, 2019

Bluetooth Based Indoor Localization Using Triplet Embeddings.

Karel Mundnich, Benjamin Girault, Shrikanth S. Narayanan

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Fusing Annotations with Majority Vote Triplet Embeddings.

Brandon M. Booth, Karel Mundnich, Shrikanth S. Narayanan

Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

A Novel Method for Human Bias Correction of Continuous- Time Annotations.

Brandon M. Booth, Karel Mundnich, Shrikanth S. Narayanan

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

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

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

Early online detection of high volatility clusters using Particle Filters.

Karel Mundnich, Marcos E. Orchard

Expert Syst. Appl., 2016