Karel Mundnich

28 papers A 2Misc 7Journal 15Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Speech Retrieval-Augmented Generation without Automatic Speech Recognition. ICASSP Do June Min, Karel Mundnich, Andy Lapastora, Erfan Soltanmohammadi, Srikanth Ronanki, Kyu J. Han
2025	J	`jnl`	TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors. CoRR Tiantian Feng, Brandon M. Booth, Karel Mundnich, Emily Zhou, Benjamin Girault, Kristina Lerman, Shrikanth Narayanan
2025	Misc	`conf`	Zero-resource Speech Translation and Recognition with LLMs. ICASSP Karel Mundnich, Xing Niu, Prashant Mathur, Srikanth Ronanki, Brady Houston, Veera Raghavendra Elluru, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Anshu Bhatia, Daniel Garcia-Romero, Kyu J. Han, Katrin Kirchhoff
2024	J	`jnl`	Speech Retrieval-Augmented Generation without Automatic Speech Recognition. CoRR Do June Min, Karel Mundnich, Andy Lapastora, Erfan Soltanmohammadi, Srikanth Ronanki, Kyu J. Han
2024	—	`conf`	SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models. ACL (Findings) 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
2024	J	`jnl`	SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models. CoRR 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
2024	J	`jnl`	SpeechVerse: A Large-scale Generalizable Audio Language Model. CoRR 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
2024	J	`jnl`	Zero-resource Speech Translation and Recognition with LLMs. CoRR Karel Mundnich, Xing Niu, Prashant Mathur, Srikanth Ronanki, Brady Houston, Veera Raghavendra Elluru, Nilaksh Das, Zejiang Hou, Goeric Huybrechts, Anshu Bhatia, Daniel Garcia-Romero, Kyu J. Han, Katrin Kirchhoff
2023	A	`conf`	A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference. INTERSPEECH Dhanush Bekal, Karthik Gopalakrishnan, Karel Mundnich, Srikanth Ronanki, Sravan Bodapati, Katrin Kirchhoff
2023	—	`conf`	AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR. EMNLP (Industry Track) Tyler Vuong, Karel Mundnich, Dhanush Bekal, Veera Raghavendra Elluru, Srikanth Ronanki, Sravan Bodapati
2023	J	`jnl`	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 Projna Paromita, Karel Mundnich, Amrutha Nadarajan, Brandon M. Booth, Shrikanth S. Narayanan, Theodora Chaspari
2021	Misc	`conf`	Audiovisual Highlight Detection in Videos. ICASSP Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram
2021	J	`jnl`	Audiovisual Highlight Detection in Videos. CoRR Karel Mundnich, Alexandra Fenster, Aparna Khare, Shiva Sundaram
2021	J	`jnl`	Temporal Dynamics of Workplace Acoustic Scenes: Egocentric Analysis and Prediction. IEEE ACM Trans. Audio Speech Lang. Process. Arindam Jati, Amrutha Nadarajan, Raghuveer Peri, Karel Mundnich, Tiantian Feng, Benjamin Girault, Shrikanth Narayanan
2020	Misc	`conf`	Bringing in the Outliers: A Sparse Subspace Clustering Approach to Learn a Dictionary of Mouse Ultrasonic Vocalizations. ICASSP Jiaxi Wang, Karel Mundnich, Allison T. Knoll, Pat Levitt, Shrikanth Narayanan
2020	J	`jnl`	Bringing in the outliers: A sparse subspace clustering approach to learn a dictionary of mouse ultrasonic vocalizations. CoRR Jiaxi Wang, Karel Mundnich, Allison T. Knoll, Pat Levitt, Shrikanth Narayanan
2020	—	`conf`	Dynamical systems modeling of day-to-day signal-based patterns of emotional self-regulation and stress spillover in highly-demanding health professions. EMBC George Hadjiantonis, Projna Paromita, Karel Mundnich, Amrutha Nadarajan, Brandon M. Booth, Shrikanth Narayanan, Theodora Chaspari
2020	J	`jnl`	Investigating Group-Specific Models of Hospital Workers' Well-Being: Implications for Algorithmic Bias. Int. J. Semantic Comput. Vinesh Ravuri, Projna Paromita, Karel Mundnich, Amrutha Nadarajan, Brandon M. Booth, Shrikanth S. Narayanan, Theodora Chaspari
2020	J	`jnl`	TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers. CoRR 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
2020	Misc	`conf`	The Role of Annotation Fusion Methods in the Study of Human-Reported Emotion Experience During Music Listening. ICASSP Timothy Greer, Karel Mundnich, Matthew E. Sachs, Shrikanth Narayanan
2019	Misc	`conf`	Bluetooth Based Indoor Localization Using Triplet Embeddings. ICASSP Karel Mundnich, Benjamin Girault, Shrikanth S. Narayanan
2019	J	`jnl`	Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting. CoRR Arindam Jati, Amrutha Nadarajan, Karel Mundnich, Shrikanth S. Narayanan
2019	J	`jnl`	Generating Labels for Regression of Subjective Constructs using Triplet Embeddings. CoRR Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth S. Narayanan
2019	J	`jnl`	Generating labels for regression of subjective constructs using triplet embeddings. Pattern Recognit. Lett. Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth S. Narayanan
2018	Misc	`conf`	A Novel Method for Human Bias Correction of Continuous- Time Annotations. ICASSP Brandon M. Booth, Karel Mundnich, Shrikanth S. Narayanan
2018	—	`conf`	Fusing Annotations with Majority Vote Triplet Embeddings. AVEC@MM Brandon M. Booth, Karel Mundnich, Shrikanth S. Narayanan
2017	A	`conf`	Exploiting Intra-Annotator Rating Consistency Through Copeland's Method for Estimation of Ground Truth Labels in Couples' Therapy. INTERSPEECH Karel Mundnich, Md. Nasir, Panayiotis G. Georgiou, Shrikanth S. Narayanan
2016	J	`jnl`	Early online detection of high volatility clusters using Particle Filters. Expert Syst. Appl. Karel Mundnich, Marcos E. Orchard