Karel Mundnich

Orcid: 0000-0003-4249-8356

According to our database1, Karel Mundnich authored at least 20 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
SpeechGuard: Exploring the Adversarial Robustness of Multimodal Large Language Models.
CoRR, 2024

SpeechVerse: A Large-scale Generalizable Audio Language Model.
CoRR, 2024

SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models.
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.
Frontiers Digit. Health, March, 2023

A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference.
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.
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.
IEEE ACM Trans. Audio Speech Lang. Process., 2021

Audiovisual Highlight Detection in Videos.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
Investigating Group-Specific Models of Hospital Workers' Well-Being: Implications for Algorithmic Bias.
Int. J. Semantic Comput., 2020

TILES-2018: A longitudinal physiologic and behavioral data set of hospital workers.
CoRR, 2020

Bringing in the Outliers: A Sparse Subspace Clustering Approach to Learn a Dictionary of Mouse Ultrasonic Vocalizations.
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.
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.
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.
Pattern Recognit. Lett., 2019

Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting.
CoRR, 2019

Bluetooth Based Indoor Localization Using Triplet Embeddings.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Fusing Annotations with Majority Vote Triplet Embeddings.
Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 2018

A Novel Method for Human Bias Correction of Continuous- Time Annotations.
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.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016
Early online detection of high volatility clusters using Particle Filters.
Expert Syst. Appl., 2016


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