Dorothea Kolossa

ORCID

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 111

Top Venues

CoRR

ICASSP

INTERSPEECH

ITG Symposium on Speech Communication

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Nikola Markovic, Thomas Stoetzel, Volker Staudt, Dorothea Kolossa
Hybrid Condition Monitoring for Power Converters: Learning-Based Methods With Statistical Guarantees. IEEE Access 11 (2023)
Ali Raza, Nikola Markovic, Thomas Wolf, Pascal Romahn, Arndt-Hendrik Zinn, Dorothea Kolossa
Glass Container Fill Level Measurement via Vibration on a Low-Power Embedded System. COINS (2023)
Wentao Yu, Dorothea Kolossa
wentaorub at Memotion 3: Ensemble learning for Multi-modal MEME classification (short paper). DE-FACTIFY@AAAI (2023)
Matías P. Pizarro B., Dorothea Kolossa, Asja Fischer
Leveraging characteristics of the output probability distribution for identifying adversarial audio examples. CoRR (2023)
Anna Neumann, Dorothea Kolossa, Robert M. Nickel
Deep Learning-Based Claim Matching with Multiple Negatives Training. ICNLSP (2023)
Mahdie Karbasi, Steffen Zeiler, Dorothea Kolossa
Microscopic and Blind Prediction of Speech Intelligibility: Theory and Practice. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Julio Wissing, Stephan Scheele, Aliya Mohammed, Dorothea Kolossa, Ute Schmid
HiMLEdge - Energy-Aware Optimization for Hierarchical Machine Learning. ARTIIS (2) (2022)
Wentao Yu, Benedikt T. Boenninghoff, Jonas Roehrig, Dorothea Kolossa
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs. SemEval@NAACL (2022)
Lea Schönherr, Maximilian Golla, Thorsten Eisenhofer, Jan Wiele, Dorothea Kolossa, Thorsten Holz
Exploring accidental triggers of smart speakers. Comput. Speech Lang. 73 (2022)
Wentao Yu, Benedikt T. Boenninghoff, Jonas Roehrig, Dorothea Kolossa
RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs. CoRR (2022)
Wentao Yu, Benedikt T. Boenninghoff, Dorothea Kolossa
BERT-based ironic authors profiling. CLEF (Working Notes) (2022)
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
Reliability-Based Large-Vocabulary Audio-Visual Speech Recognition. Sensors 22 (15) (2022)
Thorsten Eisenhofer, Lea Schönherr, Joel Frank, Lars Speckemeier, Dorothea Kolossa, Thorsten Holz
Dompteur: Taming Audio Adversarial Examples. USENIX Security Symposium (2021)
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
Large-vocabulary Audio-visual Speech Recognition in Noisy Environments. MMSP (2021)
Wentao Yu, Benedikt T. Boenninghoff, Dorothea Kolossa
Hybrid Representation Fusion for Twitter Hate Speech Identification. FIRE (Working Notes) (2021)
Christopher Schymura, Benedikt T. Bönninghoff, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
PILOT: Introducing Transformers for Probabilistic Sound Event Localization. CoRR (2021)
Iago Oliveira, Dennis Latoschewski, Christian Wiede, Martin Oettmeier, David Graurock, Dorothea Kolossa
Embedded acoustic fault monitoring for water pumps. ICECS (2021)
Benedikt T. Boenninghoff, Robert M. Nickel, Dorothea Kolossa
O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification. CoRR (2021)
Christopher Schymura, Benedikt T. Bönninghoff, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
PILOT: Introducing Transformers for Probabilistic Sound Event Localization. Interspeech (2021)
Benedikt T. Bönninghoff, Robert M. Nickel, Dorothea Kolossa
O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification. CLEF (Working Notes) (2021)
Benedikt T. Boenninghoff, Dorothea Kolossa, Robert M. Nickel
Self-Calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift. CoRR (2021)
Christopher Schymura, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization. CoRR (2021)
Julio Wissing, Benedikt T. Boenninghoff, Dorothea Kolossa, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Christopher Schymura
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain. ICASSP (2021)
Benedikt T. Boenninghoff, Robert M. Nickel, Steffen Zeiler, Dorothea Kolossa
Unsupervised Classification of Voiced Speech and Pitch Tracking Using Forward-Backward Kalman Filtering. CoRR (2021)
Nima Nabizadeh, Heiko Wersing, Dorothea Kolossa
Leveraging Inter-step Dependencies for Information Extraction from Procedural Task Instructions. TDS (2021)
Julio Wissing, Benedikt T. Boenninghoff, Dorothea Kolossa, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Christopher Schymura
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain. CoRR (2021)
Benedikt T. Boenninghoff, Dorothea Kolossa, Robert M. Nickel
Self-calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift. CLEF (2021)
Thorsten Eisenhofer, Lea Schönherr, Joel Frank, Lars Speckemeier, Dorothea Kolossa, Thorsten Holz
Dompteur: Taming Audio Adversarial Examples. CoRR (2021)
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
Fusing Information Streams in End-to-End Audio-Visual Speech Recognition. ICASSP (2021)
Wentao Yu, Jan Freiwald, Sören Tewes, Fabien Huennemeyer, Dorothea Kolossa
Federated Learning in ASR: Not as Easy as You Think. ITG Conference on Speech Communication (2021)
Wentao Yu, Jan Freiwald, Sören Tewes, Fabien Huennemeyer, Dorothea Kolossa
Federated Learning in ASR: Not as Easy as You Think. CoRR (2021)
Matias Pizarro, Dorothea Kolossa, Asja Fischer
Robustifying automatic speech recognition by extracting slowly varying features. CoRR (2021)
Nikola Markovic, Daniel Vahle, Volker Staudt, Dorothea Kolossa
Condition Monitoring for Power Converters via Deep One-Class Classification. ICMLA (2021)
Timm Koppelmann, Alexandru Nelus, Lea Schönherr, Dorothea Kolossa, Rainer Martin
Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. Interspeech (2021)
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
Large-vocabulary Audio-visual Speech Recognition in Noisy Environments. CoRR (2021)
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
Fusing information streams in end-to-end audio-visual speech recognition. CoRR (2021)
Jan Freiwald, Lea Schönherr, Christopher Schymura, Steffen Zeiler, Dorothea Kolossa
Loss Functions for Deep Monaural Speech Enhancement. IJCNN (2020)
Sina Däubener, Lea Schönherr, Asja Fischer, Dorothea Kolossa
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification. CoRR (2020)
Sina Däubener, Lea Schönherr, Asja Fischer, Dorothea Kolossa
Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification. INTERSPEECH (2020)
Benedikt T. Boenninghoff, Steffen Zeiler, Robert M. Nickel, Dorothea Kolossa
Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution. CoRR (2020)
Joel Frank, Thorsten Eisenhofer, Lea Schönherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz
Leveraging Frequency Analysis for Deep Fake Image Recognition. CoRR (2020)
Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa, Klaus Obermayer
Joining Sound Event Detection and Localization Through Spatial Segregation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
Multimodal Integration for Large-Vocabulary Audio-Visual Speech Recognition. CoRR (2020)
Lea Schönherr, Maximilian Golla, Thorsten Eisenhofer, Jan Wiele, Dorothea Kolossa, Thorsten Holz
Unacceptable, where is my privacy? Exploring Accidental Triggers of Smart Speakers. CoRR (2020)
Christopher Schymura, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
A Dynamic Stream Weight Backprop Kalman Filter for Audiovisual Speaker Tracking. ICASSP (2020)
Benedikt T. Boenninghoff, Julian Rupp, Robert M. Nickel, Dorothea Kolossa
Deep Bayes Factor Scoring for Authorship Verification. CoRR (2020)
Hojjat Aghakhani, Thorsten Eisenhofer, Lea Schönherr, Dorothea Kolossa, Thorsten Holz, Christopher Kruegel, Giovanni Vigna
VENOMAVE: Clean-Label Poisoning Against Speech Recognition. CoRR (2020)
Nima Nabizadeh, Martin Heckmann, Dorothea Kolossa
Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies. MWE-LEX (2020)
Nima Nabizadeh, Martin Heckmann, Dorothea Kolossa
Target-Aware Prediction of Tool Usage in Sequential Repair Tasks. LOD (2) (2020)
Benedikt T. Boenninghoff, Steffen Zeiler, Robert M. Nickel, Dorothea Kolossa
Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution. COLING (2020)
Joel Frank, Thorsten Eisenhofer, Lea Schönherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz
Leveraging Frequency Analysis for Deep Fake Image Recognition. ICML (2020)
Wentao Yu, Steffen Zeiler, Dorothea Kolossa
Multimodal Integration for Large-Vocabulary Audio-Visual Speech Recognition. EUSIPCO (2020)
Benedikt T. Boenninghoff, Julian Rupp, Robert M. Nickel, Dorothea Kolossa
Deep Bayes Factor Scoring for Authorship Verification. CLEF (Working Notes) (2020)
Lea Schönherr, Thorsten Eisenhofer, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa
Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems. ACSAC (2020)
Christopher Schymura, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization. EUSIPCO (2020)
Nima Nabizadeh, Dorothea Kolossa, Martin Heckmann
MyFixit: An Annotated Dataset, Annotation Tool, and Baseline Methods for Information Extraction from Repair Manuals. LREC (2020)
Christopher Schymura, Dorothea Kolossa
Audiovisual Speaker Tracking Using Nonlinear Dynamical Systems With Dynamic Stream Weights. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Corinna Peifer, Annette Kluge, Nikol Rummel, Dorothea Kolossa
Fostering Flow Experience in HCI to Enhance and Allocate Human Energy. HCI (6) (2020)
Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa, Klaus Obermayer
Joining Sound Event Detection and Localization Through Spatial Segregation. CoRR (2019)
Benedikt T. Boenninghoff, Robert M. Nickel, Steffen Zeiler, Dorothea Kolossa
Similarity Learning for Authorship Verification in Social Media. CoRR (2019)
Nikola Markovic, Thomas Stoetzel, Volker Staudt, Dorothea Kolossa
Hybrid Condition Monitoring for Power Electronic Systems. ICMLA (2019)
Martin Heckmann, Dennis Orth, Mark Dunn, Nico Steinhardt, Bram Bolder, Dorothea Kolossa
CORA, a prototype for a cooperative speech-based on-demand intersection assistant. AutomotiveUI (adjunct) (2019)
Diana Kleingarn, Nima Nabizadeh, Martin Heckmann, Dorothea Kolossa
Speaker-adapted neural-network-based fusion for multimodal reference resolution. SIGdial (2019)
Lea Schönherr, Katharina Kohls, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa
Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding. NDSS (2019)
Benedikt T. Boenninghoff, Steffen Hessler, Dorothea Kolossa, Robert M. Nickel
Explainable Authorship Verification in Social Media via Attention-based Similarity Learning. CoRR (2019)
Christopher Schymura, Dorothea Kolossa
Audiovisual Speaker Tracking using Nonlinear Dynamical Systems with Dynamic Stream Weights. CoRR (2019)
Benedikt T. Bönninghoff, Steffen Hessler, Dorothea Kolossa, Kerstin Kucharczik, Robert M. Nickel, Karin Pittner
Autorschaftsanalyse. Datenschutz und Datensicherheit 43 (11) (2019)
Benedikt T. Boenninghoff, Steffen Hessler, Dorothea Kolossa, Robert M. Nickel
Explainable Authorship Verification in Social Media via Attention-based Similarity Learning. IEEE BigData (2019)
Ahmed Hussen Abdelaziz, Shuo-Yiin Chang, Nelson Morgan, Erik Edwards, Dorothea Kolossa, Dan Ellis, David A. Moses, Edward F. Chang
On Neural Phone Recognition of Mixed-Source ECoG Signals. CoRR (2019)
Benedikt T. Boenninghoff, Robert M. Nickel, Steffen Zeiler, Dorothea Kolossa
Similarity Learning for Authorship Verification in Social Media. ICASSP (2019)
Christopher Schymura, Dorothea Kolossa
Learning Dynamic Stream Weights for Linear Dynamical Systems Using Natural Evolution Strategies. ICASSP (2019)
Mahdie Karbasi, Steffen Zeiler, Jan Freiwald, Dorothea Kolossa
Toward Robust Mispronunciation Detection via Audio-Visual Speech Recognition. IWANN (2) (2019)
Lea Schönherr, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa
Robust Over-the-Air Adversarial Examples Against Automatic Speech Recognition Systems. CoRR (2019)
Jan Freiwald, Mahdie Karbasi, Steffen Zeiler, Jan Melchior, Varun Raj Kompella, Laurenz Wiskott, Dorothea Kolossa
Utilizing Slow Feature Analysis for Lipreading. ITG Symposium on Speech Communication (2018)
Christopher Schymura, Peng Guo, Yanir Maymon, Boaz Rafaely, Dorothea Kolossa
Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant Environments. LVA/ICA (2018)
Dennis Orth, Nico Steinhardt, Bram Bolder, Mark Dunn, Dorothea Kolossa, Martin Heckmann
Analysis of a Speech-Based Intersection Assistant in Real Urban Traffic. ITSC (2018)
Lea Schönherr, Katharina Kohls, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa
Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding. CoRR (2018)
Christopher Schymura, Dorothea Kolossa
Potential-Field-Based Active Exploration for Acoustic Simultaneous Localization and Mapping. ICASSP (2018)
Christopher Schymura, Tobias Isenberg, Dorothea Kolossa
Extending Linear Dynamical Systems with Dynamic Stream Weights for Audiovisual Speaker Localization. IWAENC (2018)
Dennis Orth, Bram Bolder, Nico Steinhardt, Mark Dunn, Dorothea Kolossa, Martin Heckmann
A Speech-Based On-Demand Intersection Assistant Prototype. Intelligent Vehicles Symposium (2018)
Martin Heckmann, Dennis Orth, Dorothea Kolossa
"Gap after the next two vehicles": A Spatio-temporally Situated Dialog for a Cooperative Driving Assistant. ITG Symposium on Speech Communication (2018)
Christopher Schymura, Juan Diego Rios Grajales, Dorothea Kolossa
Monte Carlo exploration for active binaural localization. ICASSP (2017)
Dennis Orth, Dorothea Kolossa, Milton Sarria Paja, Kersten Schaller, Andreas Pech, Martin Heckmann
A maximum likelihood method for driver-specific critical-gap estimation. Intelligent Vehicles Symposium (2017)
Dorothea Kolossa, M. A. Bin Azhar, Christian Rasche, Stefan Endler, F. Hanakam, Alexander Ferrauti, Mark Pfeiffer
Performance Estimation using the Fitness-Fatigue Model with Kalman Filter Feedback. Int. J. Comput. Sci. Sport 16 (2) (2017)
Hendrik Meutzner, Santosh Gupta, Viet-Hung Nguyen, Thorsten Holz, Dorothea Kolossa
Toward Improved Audio CAPTCHAs Based on Auditory Perception and Language Understanding. ACM Trans. Priv. Secur. 19 (4) (2017)
Dennis Orth, Nadja Schömig, Christian Mark, Monika Jagiellowicz-Kaufmann, Dorothea Kolossa, Martin Heckmann
Benefits of Personalization in the Context of a Speech-Based Left-Turn Assistant. AutomotiveUI (2017)
Lea Schonherr, Steffen Zeiler, Dorothea Kolossa
Spoofing detection via simultaneous verification of audio-visual synchronicity and transcription. ASRU (2017)
Hendrik Meutzner, Ning Ma, Robert M. Nickel, Christopher Schymura, Dorothea Kolossa
Improving audio-visual speech recognition using deep neural networks with dynamic stream reliability estimates. ICASSP (2017)
Dennis Orth, Dorothea Kolossa, Martin Heckmann
Predicting driver left-turn behavior from few training samples using a maximum a posteriori method. ITSC (2017)
Boaz Rafaely, Dorothea Kolossa
Speaker localization in reverberant rooms based on direct path dominance test statistics. ICASSP (2017)
Boaz Rafaely, Dorothea Kolossa, Yanir Maymon
Towards acoustically robust localization of speakers in a reverberant environment. HSCMA (2017)
Steffen Zeiler, Hendrik Meutzner, Ahmed Hussen Abdelaziz, Dorothea Kolossa
Introducing the Turbo-Twin-HMM for Audio-Visual Speech Enhancement. INTERSPEECH (2016)
Sebastian Gergen, Steffen Zeiler, Ahmed Hussen Abdelaziz, Robert M. Nickel, Dorothea Kolossa
Dynamic Stream Weighting for Turbo-Decoding-Based Audiovisual ASR. INTERSPEECH (2016)
Ahmed Hussen Abdelaziz, Dorothea Kolossa
General hybrid framework for uncertainty-decoding-based automatic speech recognition systems. Speech Commun. 79 (2016)
Steffen Zeiler, Robert Nicheli, Ning Ma, Guy J. Brown, Dorothea Kolossa
Robust audiovisual speech recognition using noise-adaptive linear discriminant analysis. ICASSP (2016)
Sebastian Gergen, Steffen Zeiler, Ahmed Hussen Abdelaziz, Dorothea Kolossa
New Insights into Turbo-Decoding-Based AVSR with Dynamic StreamWeights. ITG Symposium on Speech Communication (2016)
Mahdie Karbasi, Ahmed Hussen Abdelaziz, Hendrik Meutzner, Dorothea Kolossa
Blind Non-Intrusive Speech Intelligibility Prediction Using Twin-HMMs. INTERSPEECH (2016)
Rebekka Carmen Jacobi, Gerd vom Bögel, Anton Grabmaier, Dorothea Kolossa
Analysis of time variant reliability information used in a multilevel decoding scheme for RFID and sensor signals. Int. J. RF Technol. Res. Appl. 7 (2-3) (2016)
Christopher Schymura, Thomas Walther, Dorothea Kolossa
An Active Machine Hearing System for Auditory Stream Segregation. CoRR (2016)
Katharina Kohls, Thorsten Holz, Dorothea Kolossa, Christina Pöpper
SkypeLine: Robust Hidden Data Transmission for VoIP. AsiaCCS (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Dorothea Kolossa