Dorothea Kolossa
Orcid: 0000-0003-0678-3053Affiliations:
- Ruhr University Bochum, Germany
According to our database1,
Dorothea Kolossa
authored at least 134 papers
between 2000 and 2023.
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Collaborative distances:
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Bibliography
2023
Leveraging characteristics of the output probability distribution for identifying adversarial audio examples.
CoRR, 2023
Hybrid Condition Monitoring for Power Converters: Learning-Based Methods With Statistical Guarantees.
IEEE Access, 2023
Proceedings of the 6th International Conference on Natural Language and Speech Processing (ICNLSP 2023), 2023
wentaorub at Memotion 3: Ensemble learning for Multi-modal MEME classification (short paper).
Proceedings of De-Factify 2: 2nd Workshop on Multimodal Fact Checking and Hate Speech Detection, 2023
Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023
2022
IEEE ACM Trans. Audio Speech Lang. Process., 2022
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022
Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2022
2021
CoRR, 2021
Proceedings of the 30th USENIX Security Symposium, 2021
Leveraging Inter-step Dependencies for Information Extraction from Procedural Task Instructions.
Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021
Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Proceedings of the 28th IEEE International Conference on Electronics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the Working Notes of FIRE 2021, 2021
O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification.
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021
Self-calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021
Proceedings of the 14th ITG Conference on Speech Communication, online, September 29, 2021
2020
IEEE ACM Trans. Audio Speech Lang. Process., 2020
Audiovisual Speaker Tracking Using Nonlinear Dynamical Systems With Dynamic Stream Weights.
IEEE ACM Trans. Audio Speech Lang. Process., 2020
CoRR, 2020
Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies.
Proceedings of the Joint Workshop on Multiword Expressions and Electronic Lexicons, 2020
Proceedings of the Machine Learning, Optimization, and Data Science, 2020
MyFixit: An Annotated Dataset, Annotation Tool, and Baseline Methods for Information Extraction from Repair Manuals.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification.
Proceedings of the Interspeech 2020, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the Engineering Psychology and Cognitive Ergonomics. Mental Workload, Human Physiology, and Human Energy, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization.
Proceedings of the 28th European Signal Processing Conference, 2020
Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the Working Notes of CLEF 2020, 2020
Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems.
Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020
2019
Robust Over-the-Air Adversarial Examples Against Automatic Speech Recognition Systems.
CoRR, 2019
Proceedings of the 20th Annual SIGdial Meeting on Discourse and Dialogue, 2019
Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding.
Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019
Proceedings of the Advances in Computational Intelligence, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Learning Dynamic Stream Weights for Linear Dynamical Systems Using Natural Evolution Strategies.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Explainable Authorship Verification in Social Media via Attention-based Similarity Learning.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Proceedings of the Adjunct Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2019
2018
Extending Linear Dynamical Systems with Dynamic Stream Weights for Audiovisual Speaker Localization.
Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Potential-Field-Based Active Exploration for Acoustic Simultaneous Localization and Mapping.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant Environments.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018
"Gap after the next two vehicles": A Spatio-temporally Situated Dialog for a Cooperative Driving Assistant.
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
Proceedings of the 13th ITG Symposium on Speech Communication, 2018
2017
Toward Improved Audio CAPTCHAs Based on Auditory Perception and Language Understanding.
ACM Trans. Priv. Secur., 2017
Int. J. Comput. Sci. Sport, 2017
Proceedings of the IEEE Intelligent Vehicles Symposium, 2017
Predicting driver left-turn behavior from few training samples using a maximum a posteriori method.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Speaker localization in reverberant rooms based on direct path dominance test statistics.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Improving audio-visual speech recognition using deep neural networks with dynamic stream reliability estimates.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017
Proceedings of the 9th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2017
Spoofing detection via simultaneous verification of audio-visual synchronicity and transcription.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017
2016
General hybrid framework for uncertainty-decoding-based automatic speech recognition systems.
Speech Commun., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Analysis of time variant reliability information used in a multilevel decoding scheme for RFID and sensor signals.
Int. J. RF Technol. Res. Appl., 2016
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016
Proceedings of the Interspeech 2016, 2016
Proceedings of the Interspeech 2016, 2016
Proceedings of the Interspeech 2016, 2016
Robust audiovisual speech recognition using noise-adaptive linear discriminant analysis.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 11th ACM on Asia Conference on Computer and Communications Security, 2016
Proceedings of the 12th ITG Symposium on Speech Communication, 2016
Unsupervised Classification of Voiced Speech and Pitch Tracking Using Forward-Backward Kalman Filtering.
Proceedings of the 12th ITG Symposium on Speech Communication, 2016
2015
Learning Dynamic Stream Weights For Coupled-HMM-Based Audio-Visual Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Binaural sound source localisation and tracking using a dynamic spherical head model.
Proceedings of the INTERSPEECH 2015, 2015
Robust speech processing using observation uncertainty and uncertainty propagation: session and paper overview.
Proceedings of the INTERSPEECH 2015, 2015
Proceedings of the INTERSPEECH 2015, 2015
Constructing Secure Audio CAPTCHAs by Exploiting Differences between Humans and Machines.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015
2014
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Proceedings of the IEEE RFID Technology and Applications Conference, 2014
Dynamic stream weight estimation in coupled-HMM-based audio-visual speech recognition using multilayer perceptrons.
Proceedings of the INTERSPEECH 2014, 2014
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Narrowing the gap: Probabilistic interfaces for signal enhancement and pattern recognition.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014
Using automatic speech recognition for attacking acoustic CAPTCHAs: the trade-off between usability and security.
Proceedings of the 30th Annual Computer Security Applications Conference, 2014
Proceedings of the 11th ITG Symposium on Speech Communication, 2014
Proceedings of the 11th ITG Symposium on Speech Communication, 2014
2013
IEEE Trans. Speech Audio Process., 2013
Noise-Adaptive LDA: A New Approach for Speech Recognition Under Observation Uncertainty.
IEEE Signal Process. Lett., 2013
Integration of beamforming and uncertainty-of-observation techniques for robust ASR in multi-source environments.
Comput. Speech Lang., 2013
Using twin-HMM-based audio-visual speech enhancement as a front-end for robust audio-visual speech recognition.
Proceedings of the INTERSPEECH 2013, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Using information theoretic distance measures for solving the permutation problem of blind source separation of speech signals.
EURASIP J. Audio Speech Music. Process., 2012
Proceedings of the INTERSPEECH 2012, 2012
Decoding of Uncertain Features Using the Posterior Distribution of the Clean Data for Robust Speech Recognition.
Proceedings of the INTERSPEECH 2012, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Dereverberation Preprocessing and Training Data Adjustments for Robust Speech Recognition in Reverberant Environments.
Proceedings of the 10th ITG Conference on Speech Communication, 2012
Proceedings of the 10th ITG Conference on Speech Communication, 2012
Voice Activity Detection, Noise Estimation, and Adaptive Filters for Acoustic Signal Enhancement.
Proceedings of the Techniques for Noise Robustness in Automatic Speech Recognition, 2012
2011
Proceedings of the Robust Speech Recognition of Uncertain or Missing Data, 2011
Proceedings of the Robust Speech Recognition of Uncertain or Missing Data, 2011
Proceedings of the Robust Speech Recognition of Uncertain or Missing Data, 2011
Proceedings of the Robust Speech Recognition of Uncertain or Missing Data, 2011
2010
IEEE J. Sel. Top. Signal Process., 2010
Independent Component Analysis and Time-Frequency Masking for Speech Recognition in Multitalker Conditions.
EURASIP J. Audio Speech Music. Process., 2010
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proceedings of the INTERSPEECH 2010, 2010
Noise Adjusted PCA for Finding the Subspace of Evoked Dependent Signals from MEG Data.
Proceedings of the Latent Variable Analysis and Signal Separation, 2010
Proceedings of the 9. ITG-Fachtagung Sprachkommunikation 2010, 2010
2009
Accounting for the uncertainty of speech estimates in the complex domain for minimum mean square error speech enhancement.
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Time Frequency Masking Strategy for Blind Source Separation of Acoustic Signals Based on Optimally-Modified LOG-Spectral Amplitude Estimator.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the Auditory-Visual Speech Processing, 2009
2008
PhD thesis, 2008
Missing feature speech recognition in a meeting situation with maximum SNR beamforming.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
2007
A Batch Algorithm for Blind Source Separation of Acoustic Signals Using ICA and Time-Frequency Masking.
Proceedings of the Independent Component Analysis and Signal Separation, 2007
2006
Proceedings of the 14th European Signal Processing Conference, 2006
2004
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004
2003
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003
2002
Using time-stretched pulses for accurate splitting of speech utterances played back in noisy reverberant environments.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
2000
Evolutionary Computation and Nonlinear Programming in Multi-model Robust Control Design.
Proceedings of the Real-World Applications of Evolutionary Computing, 2000