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ORCIDKarel Mundnich
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2020 – today
- 2024
[c11]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:
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models. ACL (Findings) 2024: 10018-10035- [i7]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:
SpeechVerse: A Large-scale Generalizable Audio Language Model. CoRR abs/2405.08295 (2024) - [i6]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:
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models. CoRR abs/2405.08317 (2024) - 2023
- [j5]Projna Paromita, Karel Mundnich, Amrutha Nadarajan, Brandon M. Booth, Shrikanth S. Narayanan, Theodora Chaspari:
Modeling inter-individual differences in ambulatory-based multimodal signals via metric learning: a case study of personalized well-being estimation of healthcare workers. Frontiers Digit. Health 5 (2023) - [c10]Tyler Vuong, Karel Mundnich, Dhanush Bekal, Veera Raghavendra Elluru, Srikanth Ronanki, Sravan Bodapati:
AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR. EMNLP (Industry Track) 2023: 364-371 - [c9]Dhanush Bekal, Karthik Gopalakrishnan, Karel Mundnich, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff:
A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference. INTERSPEECH 2023: 4079-4083 - 2021
- [j4]Arindam Jati
, Amrutha Nadarajan, Raghuveer Peri, Karel Mundnich, Tiantian Feng, Benjamin Girault, Shrikanth Narayanan:
Temporal Dynamics of Workplace Acoustic Scenes: Egocentric Analysis and Prediction. IEEE ACM Trans. Audio Speech Lang. Process. 29: 756-769 (2021) - [c8]Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram:
Audiovisual Highlight Detection in Videos. ICASSP 2021: 4155-4159 - [i5]Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram:
Audiovisual Highlight Detection in Videos. CoRR abs/2102.05811 (2021) - 2020
- [j3]Vinesh Ravuri, Projna Paromita, Karel Mundnich, Amrutha Nadarajan, Brandon M. Booth, Shrikanth S. Narayanan, Theodora Chaspari:
Investigating Group-Specific Models of Hospital Workers' Well-Being: Implications for Algorithmic Bias. Int. J. Semantic Comput. 14(4): 477-499 (2020) - [c7]George Hadjiantonis, Projna Paromita, Karel Mundnich, Amrutha Nadarajan, Brandon M. Booth, Shrikanth Narayanan, Theodora Chaspari:
Dynamical systems modeling of day-to-day signal-based patterns of emotional self-regulation and stress spillover in highly-demanding health professions. EMBC 2020: 284-287 - [c6]Timothy Greer, Karel Mundnich, Matthew E. Sachs, Shrikanth Narayanan:
The Role of Annotation Fusion Methods in the Study of Human-Reported Emotion Experience During Music Listening. ICASSP 2020: 776-780 - [c5]Jiaxi Wang, Karel Mundnich, Allison T. Knoll, Pat Levitt, Shrikanth Narayanan:
Bringing in the Outliers: A Sparse Subspace Clustering Approach to Learn a Dictionary of Mouse Ultrasonic Vocalizations. ICASSP 2020: 3432-3436 - [i4]Jiaxi Wang, Karel Mundnich, Allison T. Knoll, Pat Levitt, Shrikanth Narayanan:
Bringing in the outliers: A sparse subspace clustering approach to learn a dictionary of mouse ultrasonic vocalizations. CoRR abs/2003.05897 (2020) - [i3]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:
TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers. CoRR abs/2003.08474 (2020)
2010 – 2019
- 2019
- [j2]Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth S. Narayanan:
Generating labels for regression of subjective constructs using triplet embeddings. Pattern Recognit. Lett. 128: 385-392 (2019) - [c4]Karel Mundnich, Benjamin Girault, Shrikanth S. Narayanan:
Bluetooth Based Indoor Localization Using Triplet Embeddings. ICASSP 2019: 7570-7574 - [i2]Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth S. Narayanan:
Generating Labels for Regression of Subjective Constructs using Triplet Embeddings. CoRR abs/1904.01643 (2019) - [i1]Arindam Jati, Amrutha Nadarajan, Karel Mundnich, Shrikanth S. Narayanan:
Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting. CoRR abs/1911.03843 (2019) - 2018
- [c3]Brandon M. Booth, Karel Mundnich, Shrikanth S. Narayanan:
A Novel Method for Human Bias Correction of Continuous- Time Annotations. ICASSP 2018: 3091-3095 - [c2]Brandon M. Booth, Karel Mundnich, Shrikanth S. Narayanan:
Fusing Annotations with Majority Vote Triplet Embeddings. AVEC@MM 2018: 83-89 - 2017
- [c1]Karel Mundnich, Md. Nasir, Panayiotis G. Georgiou, Shrikanth S. Narayanan:
Exploiting Intra-Annotator Rating Consistency Through Copeland's Method for Estimation of Ground Truth Labels in Couples' Therapy. INTERSPEECH 2017: 3167-3171 - 2016
- [j1]Karel Mundnich, Marcos E. Orchard:
Early online detection of high volatility clusters using Particle Filters. Expert Syst. Appl. 54: 228-240 (2016)
Coauthor Index
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