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Karel Mundnich
Observed names:
Karel MUNDNICH,
Mundnich, Karel
Institution:
Amazon (United States)
Observed institutions:
University of Southern California,
Amazon (United States),
Children's Hospital Los Angeles,
University of Chile
ORCID:
0000-0003-4249-8356
Observed ORCID:
0000-0003-4249-8356
OpenAlex ID:
A5021276950
TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers
2020
·
Karel Mundnich
, Brandon M. Booth
, et al.
·
Scientific Data
·
90
PDF
Multimodal Human and Environmental Sensing for Longitudinal Behavioral Studies in Naturalistic Settings: Framework for Sensor Selection, Deployment, and Management
2019
·
Brandon M Booth
, Karel Mundnich
, et al.
·
Journal of Medical Internet Research
·
46
PDF
TILES-2019: A longitudinal physiologic and behavioral data set of medical residents in an intensive care unit
2022
·
Joanna C. Yau
, Benjamin Girault
, et al.
·
Scientific Data
·
26
PDF
A Novel Method for Human Bias Correction of Continuous- Time Annotations
2018
·
Brandon M. Booth
, Karel Mundnich
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
20
The Life Cycle of a Radiosonde
2012
·
Federico Flores
, Roberto Rondanelli
, et al.
·
Bulletin of the American Meteorological Society
·
14
PDF
SpeechVerse: A Large-scale Generalizable Audio Language Model
2024
·
Das, Nilaksh
, Dingliwal, Saket
, et al.
·
arXiv (Cornell University)
·
12
PDF
Bluetooth Based Indoor Localization Using Triplet Embeddings
2019
·
Karel Mundnich
, Benjamin Girault
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
9
Fusing Annotations with Majority Vote Triplet Embeddings
2018
·
Brandon M. Booth
, Karel Mundnich
, et al.
·
9
Modeling inter-individual differences in ambulatory-based multimodal signals via metric learning: a case study of personalized well-being estimation of healthcare workers
2023
·
Projna Paromita
, Karel Mundnich
, et al.
·
Frontiers in Digital Health
·
8
PDF
Temporal Dynamics of Workplace Acoustic Scenes: Egocentric Analysis and Prediction
2021
·
Arindam Jati
, Amrutha Nadarajan
, et al.
·
IEEE/ACM Transactions on Audio Speech and Language Processing
·
8
SpeechGuard: Exploring the Adversarial Robustness of Multi-modal Large Language Models
2024
·
Raghuveer Peri
, Sai Muralidhar Jayanthi
, et al.
·
Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
·
7
PDF
Speech Retrieval-Augmented Generation without Automatic Speech Recognition
2025
·
Do June Min
, Karel Mundnich
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
6
PDF
Group-specific models of healthcare workers’ well-being using iterative participant clustering
2020
·
Vinesh Ravuri
, Projna Paromita
, et al.
·
International Conference on Transdisciplinary AI (TransAI)
·
6
Generating labels for regression of subjective constructs using triplet embeddings
2019
·
Karel Mundnich
, Brandon M. Booth
, et al.
·
Pattern Recognition Letters
·
6
Audiovisual Highlight Detection in Videos
2021
·
Karel Mundnich
, Alexandra Fenster
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
5
PDF
The Role of Annotation Fusion Methods in the Study of Human-Reported Emotion Experience During Music Listening
2020
·
Timothy Greer
, Karel Mundnich
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
5
Dynamical systems modeling of day-to-day signal-based patterns of emotional self-regulation and stress spillover in highly-demanding health professions
2020
·
George Hadjiantonis
, Projna Paromita
, et al.
·
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
·
4
Zero-resource Speech Translation and Recognition with LLMs
2025
·
Karel Mundnich
, Xing Niu
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
3
PDF
Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting
2019
·
Jati, Arindam
, Nadarajan, Amrutha
, et al.
·
arXiv (Cornell University)
·
3
PDF
A Metric-Driven Approach to Conformer Layer Pruning for Efficient ASR Inference
2023
·
Dhanush Bekal
, Karthik Gopalakrishnan
, et al.
·
Interspeech (USB)
·
2
Bringing in the outliers: A sparse subspace clustering approach to learn a dictionary of mouse ultrasonic vocalizations
2020
·
Wang, Jiaxi
, Mundnich, Karel
, et al.
·
arXiv (Cornell University)
·
2
PDF
Early online detection of high volatility clusters using Particle Filters
2016
·
Karel Mundnich
, Marcos E. Orchard
·
Expert Systems with Applications
·
2
TILES-2018 Sleep Benchmark Dataset: A Longitudinal Wearable Sleep Data Set of Hospital Workers for Modeling and Understanding Sleep Behaviors
2025
·
Tiantian Feng
, Brandon M Booth
, et al.
·
1
PDF
AdaBERT-CTC: Leveraging BERT-CTC for Text-Only Domain Adaptation in ASR
2023
·
Tyler Vuong
, Karel Mundnich
, et al.
·
Conference on Empirical Methods in Natural Language Processing (EMNLP)
·
1
PDF
Investigating Group-Specific Models of Hospital Workers’ Well-Being: Implications for Algorithmic Bias
2020
·
Vinesh Ravuri
, Projna Paromita
, et al.
·
International Journal of Semantic Computing
·
1
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Works count:
35
Citation count:
299
H-index:
8
I10-index:
6
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