Evolutionary Computation and Nonlinear Programming in Multi-model Robust Control Design. - Dorothea Kolossa; Georg Grübel (EvoWorkshops, 2000)

Using time-stretched pulses for accurate splitting of speech utterances played back in noisy reverberant environments. - Dorothea Kolossa; Qiang Huo (INTERSPEECH, 2002)

Beamforming-based convolutive source separation. - Wolf Baumann; Dorothea Kolossa; Reinhold Orglmeister (ICASSP (5), 2003)

Nonlinear Postprocessing for Blind Speech Separation. - Dorothea Kolossa; Reinhold Orglmeister (ICA, 2004)

Multi-speaker voice activity detection using ICA and beampattern analysis. - S. Maraboina; Dorothea Kolossa; Prabin Kumar Bora; Reinhold Orglmeister (EUSIPCO, 2006)

A Batch Algorithm for Blind Source Separation of Acoustic Signals Using ICA and Time-Frequency Masking. - Eugen Hoffmann; Dorothea Kolossa; Reinhold Orglmeister (ICA, 2007)

Missing feature speech recognition in a meeting situation with maximum SNR beamforming. - Dorothea Kolossa; Shoko Araki; Marc Delcroix; Tomohiro Nakatani; Reinhold Orglmeister; Shoji Makino (ISCAS, 2008)

Independent component analysis for environmentally robust speech recognition. - Dorothea Kolossa (2008)

Audiovisual speech recognition with missing or unreliable data. - Dorothea Kolossa; Steffen Zeiler; Alexander Vorwerk; Reinhold Orglmeister (AVSP, 2009)

Time Frequency Masking Strategy for Blind Source Separation of Acoustic Signals Based on Optimally-Modified LOG-Spectral Amplitude Estimator. - Eugen Hoffmann; Dorothea Kolossa; Reinhold Orglmeister (ICA, 2009)

Non-independent BSS: A Model for Evoked MEG Signals with Controllable Dependencies. - Florian Kohl; Gerd Wübbeler; Dorothea Kolossa; Clemens Elster; Markus Bär; Reinhold Orglmeister (ICA, 2009)

Accounting for the uncertainty of speech estimates in the complex domain for minimum mean square error speech enhancement. - Ramón Fernandez Astudillo; Dorothea Kolossa; Reinhold Orglmeister (INTERSPEECH, 2009)

Missing Feature Audiovisual Speech Recognition under Real-Time Constraints. - Dorothea Kolossa; Ramón Fernandez Astudillo; Steffen Zeiler; Alexander Vorwerk; Dennis Lerch; Jike Chong; Reinhold Orglmeister (Sprachkommunikation, 2010)

Noise Adjusted PCA for Finding the Subspace of Evoked Dependent Signals from MEG Data. - Florian Kohl; Gerd Wübbeler; Dorothea Kolossa; Clemens Elster; Markus Bär; Reinhold Orglmeister (LVA/ICA, 2010)

Efficient manycore CHMM speech recognition for audiovisual and multistream data. - Dorothea Kolossa; Jike Chong; Steffen Zeiler; Kurt Keutzer (INTERSPEECH, 2010)

WAPUSK20 - A Database for Robust Audiovisual Speech Recognition. - Alexander Vorwerk; Xiaohui Wang; Dorothea Kolossa; Steffen Zeiler; Reinhold Orglmeister (LREC, 2010)

Independent Component Analysis and Time-Frequency Masking for Speech Recognition in Multitalker Conditions. - Dorothea Kolossa; Ramón Fernandez Astudillo; Eugen Hoffmann; Reinhold Orglmeister (EURASIP J. Audio Speech Music. Process., 2010)

An Uncertainty Propagation Approach to Robust ASR Using the ETSI Advanced Front-End. - Ramón Fernandez Astudillo; Dorothea Kolossa; Philipp Mandelartz; Reinhold Orglmeister (IEEE J. Sel. Top. Signal Process., 2010)

Uncertainty Propagation. - Ramón Fernandez Astudillo; Dorothea Kolossa (Robust Speech Recognition of Uncertain or Missing Data, 2011)

Introduction. - Reinhold Haeb-Umbach; Dorothea Kolossa (Robust Speech Recognition of Uncertain or Missing Data, 2011)

Recognition of Multiple Speech Sources Using ICA. - Eugen Hoffmann; Dorothea Kolossa; Reinhold Orglmeister (Robust Speech Recognition of Uncertain or Missing Data, 2011)

Use of Missing and Unreliable Data for Audiovisual Speech Recognition. - Alexander Vorwerk; Steffen Zeiler; Dorothea Kolossa; Ramón Fernandez Astudillo; Dennis Lerch (Robust Speech Recognition of Uncertain or Missing Data, 2011)

Voice Activity Detection, Noise Estimation, and Adaptive Filters for Acoustic Signal Enhancement. - Rainer Martin 001; Dorothea Kolossa (Techniques for Noise Robustness in Automatic Speech Recognition, 2012)

Audio-Visual Speech Recognition for Uncertain Acoustical Observations. - Ahmed Hussen Abdelaziz; Steffen Zeiler; Dorothea Kolossa (ITG Conference on Speech Communication, 2012)

Dereverberation Preprocessing and Training Data Adjustments for Robust Speech Recognition in Reverberant Environments. - Dominic Schmid; Philipp Thuene; Dorothea Kolossa; Gerald Enzner (ITG Conference on Speech Communication, 2012)

Inventory-style speech enhancement with uncertainty-of-observation techniques. - Robert M. Nickel; Ramón Fernandez Astudillo; Dorothea Kolossa; Steffen Zeiler; Rainer Martin 001 (ICASSP, 2012)

Decoding of Uncertain Features Using the Posterior Distribution of the Clean Data for Robust Speech Recognition. - Ahmed Hussen Abdelaziz; Dorothea Kolossa (INTERSPEECH, 2012)

Inventory-Based Audio-Visual Speech Enhancement. - Dorothea Kolossa; Robert M. Nickel; Steffen Zeiler; Rainer Martin 001 (INTERSPEECH, 2012)

Using information theoretic distance measures for solving the permutation problem of blind source separation of speech signals. - Eugen Hoffmann; Dorothea Kolossa; Bert-Uwe Köhler; Reinhold Orglmeister (EURASIP J. Audio Speech Music. Process., 2012)

Twin-HMM-based audio-visual speech enhancement. - Ahmed Hussen Abdelaziz; Steffen Zeiler; Dorothea Kolossa (ICASSP, 2013)

GMM-based significance decoding. - Ahmed Hussen Abdelaziz; Steffen Zeiler; Dorothea Kolossa; Volker Leutnant; Reinhold Haeb-Umbach (ICASSP, 2013)

Using twin-HMM-based audio-visual speech enhancement as a front-end for robust audio-visual speech recognition. - Ahmed Hussen Abdelaziz; Steffen Zeiler; Dorothea Kolossa (INTERSPEECH, 2013)

Integration of beamforming and uncertainty-of-observation techniques for robust ASR in multi-source environments. - Ramón Fernandez Astudillo; Dorothea Kolossa; Alberto Abad; Steffen Zeiler; Rahim Saeidi; Pejman Mowlaee; João Paulo da Silva Neto; Rainer Martin 001 (Comput. Speech Lang., 2013)

Noise-Adaptive LDA: A New Approach for Speech Recognition Under Observation Uncertainty. - Dorothea Kolossa; Steffen Zeiler; Rahim Saeidi; Ramón Fernandez Astudillo (IEEE Signal Process. Lett., 2013)

Corpus-Based Speech Enhancement With Uncertainty Modeling and Cepstral Smoothing. - Robert M. Nickel; Ramón Fernandez Astudillo; Dorothea Kolossa; Rainer Martin 001 (IEEE Trans. Speech Audio Process., 2013)

The Impact of Word Alignment Accuracy on Audio-visual Word Prominence Detection. - Martin Heckmann; Paschalis Mikias; Dorothea Kolossa (ITG Symposium on Speech Communication, 2014)

Robust Multimodal Human Machine Interaction using the Kinect Sensor. - Steffen Zeiler; Jan Cwiklak; Dorothea Kolossa (ITG Symposium on Speech Communication, 2014)

Using automatic speech recognition for attacking acoustic CAPTCHAs: the trade-off between usability and security. - Hendrik Meutzner; Viet-Hung Nguyen; Thorsten Holz; Dorothea Kolossa (ACSAC, 2014)

Narrowing the gap: Probabilistic interfaces for signal enhancement and pattern recognition. - Dorothea Kolossa (GlobalSIP, 2014)

A newem estimationof dynamic stream weights for coupled-HMM-based audio-visual ASR. - Ahmed Hussen Abdelaziz; Steffen Zeiler; Dorothea Kolossa (ICASSP, 2014)

Reducing the Cost of Breaking Audio CAPTCHAs by Active and Semi-supervised Learning. - Malte Darnstädt; Hendrik Meutzner; Dorothea Kolossa (ICMLA, 2014)

Dynamic stream weight estimation in coupled-HMM-based audio-visual speech recognition using multilayer perceptrons. - Ahmed Hussen Abdelaziz; Dorothea Kolossa (INTERSPEECH, 2014)

Digitally controlled analog front end for inductively coupled transponder systems. - Rebekka Carmen Jacobi; Salvador Grey; Gerd vom Bögel; Dorothea Kolossa (RFID-TA, 2014)

Variational Bayesian Inference for Multichannel Dereverberation and Noise Reduction. - Dominic Schmid; Gerald Enzner; Sarmad Malik; Dorothea Kolossa; Rainer Martin 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2014)

Constructing Secure Audio CAPTCHAs by Exploiting Differences between Humans and Machines. - Hendrik Meutzner; Santosh Gupta; Dorothea Kolossa (CHI, 2015)

Uncertainty propagation through deep neural networks. - Ahmed Hussen Abdelaziz; Shinji Watanabe 001; John R. Hershey; Emmanuel Vincent 001; Dorothea Kolossa (INTERSPEECH, 2015)

Robust speech processing using observation uncertainty and uncertainty propagation: session and paper overview. - Ramón Fernandez Astudillo; Shinji Watanabe 001; Ahmed Hussen Abdelaziz; Dorothea Kolossa (INTERSPEECH, 2015)

Binaural sound source localisation and tracking using a dynamic spherical head model. - Christopher Schymura; Fiete Winter; Dorothea Kolossa; Sascha Spors (INTERSPEECH, 2015)

Learning Dynamic Stream Weights For Coupled-HMM-Based Audio-Visual Speech Recognition. - Ahmed Hussen Abdelaziz; Steffen Zeiler; Dorothea Kolossa (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Unsupervised Classification of Voiced Speech and Pitch Tracking Using Forward-Backward Kalman Filtering. - Benedikt T. Boenninghoff; Robert M. Nickel; Steffen Zeiler; Dorothea Kolossa (ITG Symposium on Speech Communication, 2016)

New Insights into Turbo-Decoding-Based AVSR with Dynamic StreamWeights. - Sebastian Gergen; Steffen Zeiler; Ahmed Hussen Abdelaziz; Dorothea Kolossa (ITG Symposium on Speech Communication, 2016)

SkypeLine: Robust Hidden Data Transmission for VoIP. - Katharina Kohls; Thorsten Holz; Dorothea Kolossa; Christina Pöpper (AsiaCCS, 2016)

A non-speech audio CAPTCHA based on acoustic event detection and classification. - Hendrik Meutzner; Dorothea Kolossa (EUSIPCO, 2016)

Twin-HMM-based non-intrusive speech intelligibility prediction. - Mahdie Karbasi; Ahmed Hussen Abdelaziz; Dorothea Kolossa (ICASSP, 2016)

Robust audiovisual speech recognition using noise-adaptive linear discriminant analysis. - Steffen Zeiler; Robert Nicheli; Ning Ma 002; Guy J. Brown; Dorothea Kolossa (ICASSP, 2016)

Dynamic Stream Weighting for Turbo-Decoding-Based Audiovisual ASR. - Sebastian Gergen; Steffen Zeiler; Ahmed Hussen Abdelaziz; Robert M. Nickel; Dorothea Kolossa (INTERSPEECH, 2016)

Blind Non-Intrusive Speech Intelligibility Prediction Using Twin-HMMs. - Mahdie Karbasi; Ahmed Hussen Abdelaziz; Hendrik Meutzner; Dorothea Kolossa (INTERSPEECH, 2016)

Introducing the Turbo-Twin-HMM for Audio-Visual Speech Enhancement. - Steffen Zeiler; Hendrik Meutzner; Ahmed Hussen Abdelaziz; Dorothea Kolossa (INTERSPEECH, 2016)

ALE for robots! A single-channel approach to robot self-noise cancellation. - Jalal Taghia; Dorothea Kolossa; Rainer Martin 001 (IWAENC, 2016)

Environmentally robust audio-visual speaker identification. - Lea Schonherr; Dennis Orth; Martin Heckmann; Dorothea Kolossa (SLT, 2016)

An Active Machine Hearing System for Auditory Stream Segregation. - Christopher Schymura; Thomas Walther; Dorothea Kolossa (CoRR, 2016)

Analysis of time variant reliability information used in a multilevel decoding scheme for RFID and sensor signals. - Rebekka Carmen Jacobi; Gerd vom Bögel; Anton Grabmaier; Dorothea Kolossa (Int. J. RF Technol. Res. Appl., 2016)

Uncertain LDA: Including Observation Uncertainties in Discriminative Transforms. - Rahim Saeidi; Ramón Fernandez Astudillo; Dorothea Kolossa (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

General hybrid framework for uncertainty-decoding-based automatic speech recognition systems. - Ahmed Hussen Abdelaziz; Dorothea Kolossa (Speech Commun., 2016)

Spoofing detection via simultaneous verification of audio-visual synchronicity and transcription. - Lea Schonherr; Steffen Zeiler; Dorothea Kolossa (ASRU, 2017)

Benefits of Personalization in the Context of a Speech-Based Left-Turn Assistant. - Dennis Orth; Nadja Schömig; Christian Mark; Monika Jagiellowicz-Kaufmann; Dorothea Kolossa; Martin Heckmann (AutomotiveUI, 2017)

Towards acoustically robust localization of speakers in a reverberant environment. - Boaz Rafaely; Dorothea Kolossa; Yanir Maymon (HSCMA, 2017)

Improving audio-visual speech recognition using deep neural networks with dynamic stream reliability estimates. - Hendrik Meutzner; Ning Ma 002; Robert M. Nickel; Christopher Schymura; Dorothea Kolossa (ICASSP, 2017)

Speaker localization in reverberant rooms based on direct path dominance test statistics. - Boaz Rafaely; Dorothea Kolossa (ICASSP, 2017)

Monte Carlo exploration for active binaural localization. - Christopher Schymura; Juan Diego Rios Grajales; Dorothea Kolossa (ICASSP, 2017)

Predicting driver left-turn behavior from few training samples using a maximum a posteriori method. - Dennis Orth; Dorothea Kolossa; Martin Heckmann (ITSC, 2017)

A maximum likelihood method for driver-specific critical-gap estimation. - Dennis Orth; Dorothea Kolossa; Milton Sarria Paja; Kersten Schaller; Andreas Pech; Martin Heckmann (Intelligent Vehicles Symposium, 2017)

Performance Estimation using the Fitness-Fatigue Model with Kalman Filter Feedback. - Dorothea Kolossa; M. A. Bin Azhar; Christian Rasche; Stefan Endler 001; F. Hanakam; Alexander Ferrauti; Mark Pfeiffer (Int. J. Comput. Sci. Sport, 2017)

Toward Improved Audio CAPTCHAs Based on Auditory Perception and Language Understanding. - Hendrik Meutzner; Santosh Gupta; Viet-Hung Nguyen; Thorsten Holz; Dorothea Kolossa (ACM Trans. Priv. Secur., 2017)

Utilizing Slow Feature Analysis for Lipreading. - Jan Freiwald; Mahdie Karbasi; Steffen Zeiler; Jan Melchior; Varun Raj Kompella; Laurenz Wiskott; Dorothea Kolossa (ITG Symposium on Speech Communication, 2018)

"Gap after the next two vehicles": A Spatio-temporally Situated Dialog for a Cooperative Driving Assistant. - Martin Heckmann; Dennis Orth; Dorothea Kolossa (ITG Symposium on Speech Communication, 2018)

Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant Environments. - Christopher Schymura; Peng Guo; Yanir Maymon; Boaz Rafaely; Dorothea Kolossa (LVA/ICA, 2018)

Potential-Field-Based Active Exploration for Acoustic Simultaneous Localization and Mapping. - Christopher Schymura; Dorothea Kolossa (ICASSP, 2018)

Analysis of a Speech-Based Intersection Assistant in Real Urban Traffic. - Dennis Orth; Nico Steinhardt; Bram Bolder; Mark Dunn; Dorothea Kolossa; Martin Heckmann (ITSC, 2018)

A Speech-Based On-Demand Intersection Assistant Prototype. - Dennis Orth; Bram Bolder; Nico Steinhardt; Mark Dunn; Dorothea Kolossa; Martin Heckmann (Intelligent Vehicles Symposium, 2018)

Extending Linear Dynamical Systems with Dynamic Stream Weights for Audiovisual Speaker Localization. - Christopher Schymura; Tobias Isenberg 003; Dorothea Kolossa (IWAENC, 2018)

CORA, a prototype for a cooperative speech-based on-demand intersection assistant. - Martin Heckmann; Dennis Orth; Mark Dunn; Nico Steinhardt; Bram Bolder; Dorothea Kolossa (AutomotiveUI (adjunct), 2019)

Explainable Authorship Verification in Social Media via Attention-based Similarity Learning. - Benedikt T. Boenninghoff; Steffen Hessler; Dorothea Kolossa; Robert M. Nickel (IEEE BigData, 2019)

Similarity Learning for Authorship Verification in Social Media. - Benedikt T. Boenninghoff; Robert M. Nickel; Steffen Zeiler; Dorothea Kolossa (ICASSP, 2019)

Learning Dynamic Stream Weights for Linear Dynamical Systems Using Natural Evolution Strategies. - Christopher Schymura; Dorothea Kolossa (ICASSP, 2019)

Hybrid Condition Monitoring for Power Electronic Systems. - Nikola Markovic; Thomas Stoetzel; Volker Staudt; Dorothea Kolossa (ICMLA, 2019)

Toward Robust Mispronunciation Detection via Audio-Visual Speech Recognition. - Mahdie Karbasi; Steffen Zeiler; Jan Freiwald; Dorothea Kolossa (IWANN (2), 2019)

Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding. - Lea Schönherr; Katharina Kohls; Steffen Zeiler; Thorsten Holz; Dorothea Kolossa (NDSS, 2019)

Speaker-adapted neural-network-based fusion for multimodal reference resolution. - Diana Kleingarn; Nima Nabizadeh; Martin Heckmann; Dorothea Kolossa (SIGdial, 2019)

Robust Over-the-Air Adversarial Examples Against Automatic Speech Recognition Systems. - Lea Schönherr; Steffen Zeiler; Thorsten Holz; Dorothea Kolossa (CoRR, 2019)

On Neural Phone Recognition of Mixed-Source ECoG Signals. - Ahmed Hussen Abdelaziz; Shuo-Yiin Chang; Nelson Morgan; Erik Edwards; Dorothea Kolossa; Dan Ellis; David A. Moses; Edward F. Chang (CoRR, 2019)

Autorschaftsanalyse. - Benedikt T. Bönninghoff; Steffen Hessler; Dorothea Kolossa; Kerstin Kucharczik; Robert M. Nickel; Karin Pittner (Datenschutz und Datensicherheit, 2019)

Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems. - Lea Schönherr; Thorsten Eisenhofer; Steffen Zeiler; Thorsten Holz; Dorothea Kolossa (ACSAC, 2020)

Deep Bayes Factor Scoring for Authorship Verification. - Benedikt T. Boenninghoff; Julian Rupp; Robert M. Nickel; Dorothea Kolossa (CLEF (Working Notes), 2020)

Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution. - Benedikt T. Boenninghoff; Steffen Zeiler; Robert M. Nickel; Dorothea Kolossa (COLING, 2020)

Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization. - Christopher Schymura; Tsubasa Ochiai; Marc Delcroix; Keisuke Kinoshita; Tomohiro Nakatani; Shoko Araki; Dorothea Kolossa (EUSIPCO, 2020)

Multimodal Integration for Large-Vocabulary Audio-Visual Speech Recognition. - Wentao Yu; Steffen Zeiler; Dorothea Kolossa (EUSIPCO, 2020)

Fostering Flow Experience in HCI to Enhance and Allocate Human Energy. - Corinna Peifer; Annette Kluge; Nikol Rummel; Dorothea Kolossa (HCI (6), 2020)

A Dynamic Stream Weight Backprop Kalman Filter for Audiovisual Speaker Tracking. - Christopher Schymura; Tsubasa Ochiai; Marc Delcroix; Keisuke Kinoshita; Tomohiro Nakatani; Shoko Araki; Dorothea Kolossa (ICASSP, 2020)

Leveraging Frequency Analysis for Deep Fake Image Recognition. - Joel Frank; Thorsten Eisenhofer; Lea Schönherr; Asja Fischer; Dorothea Kolossa; Thorsten Holz (ICML, 2020)

Loss Functions for Deep Monaural Speech Enhancement. - Jan Freiwald; Lea Schönherr; Christopher Schymura; Steffen Zeiler; Dorothea Kolossa (IJCNN, 2020)

Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification. - Sina Däubener; Lea Schönherr; Asja Fischer; Dorothea Kolossa (INTERSPEECH, 2020)

MyFixit: An Annotated Dataset, Annotation Tool, and Baseline Methods for Information Extraction from Repair Manuals. - Nima Nabizadeh; Dorothea Kolossa; Martin Heckmann (LREC, 2020)

Target-Aware Prediction of Tool Usage in Sequential Repair Tasks. - Nima Nabizadeh; Martin Heckmann; Dorothea Kolossa (LOD (2), 2020)

Hierarchy-aware Learning of Sequential Tool Usage via Semi-automatically Constructed Taxonomies. - Nima Nabizadeh; Martin Heckmann; Dorothea Kolossa (MWE-LEX, 2020)

Unacceptable, where is my privacy? Exploring Accidental Triggers of Smart Speakers. - Lea Schönherr; Maximilian Golla; Thorsten Eisenhofer; Jan Wiele; Dorothea Kolossa; Thorsten Holz (CoRR, 2020)

VENOMAVE: Clean-Label Poisoning Against Speech Recognition. - Hojjat Aghakhani; Thorsten Eisenhofer; Lea Schönherr; Dorothea Kolossa; Thorsten Holz; Christopher Kruegel; Giovanni Vigna (CoRR, 2020)

Audiovisual Speaker Tracking Using Nonlinear Dynamical Systems With Dynamic Stream Weights. - Christopher Schymura; Dorothea Kolossa (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Joining Sound Event Detection and Localization Through Spatial Segregation. - Ivo Trowitzsch; Christopher Schymura; Dorothea Kolossa; Klaus Obermayer (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Federated Learning in ASR: Not as Easy as You Think. - Wentao Yu; Jan Freiwald; Sören Tewes; Fabien Huennemeyer; Dorothea Kolossa (ITG Conference on Speech Communication, 2021)

Self-calibrating Neural-Probabilistic Model for Authorship Verification Under Covariate Shift. - Benedikt T. Boenninghoff; Dorothea Kolossa; Robert M. Nickel (CLEF, 2021)

O2D2: Out-Of-Distribution Detector to Capture Undecidable Trials in Authorship Verification. - Benedikt T. Bönninghoff; Robert M. Nickel; Dorothea Kolossa (CLEF (Working Notes), 2021)

Hybrid Representation Fusion for Twitter Hate Speech Identification. - Wentao Yu; Benedikt T. Boenninghoff; Dorothea Kolossa (FIRE (Working Notes), 2021)

Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain. - Julio Wissing; Benedikt T. Boenninghoff; Dorothea Kolossa; Tsubasa Ochiai; Marc Delcroix; Keisuke Kinoshita; Tomohiro Nakatani; Shoko Araki; Christopher Schymura (ICASSP, 2021)

Fusing Information Streams in End-to-End Audio-Visual Speech Recognition. - Wentao Yu; Steffen Zeiler; Dorothea Kolossa (ICASSP, 2021)

Embedded acoustic fault monitoring for water pumps. - Iago Oliveira; Dennis Latoschewski; Christian Wiede; Martin Oettmeier; David Graurock; Dorothea Kolossa (ICECS, 2021)

Condition Monitoring for Power Converters via Deep One-Class Classification. - Nikola Markovic; Daniel Vahle; Volker Staudt; Dorothea Kolossa (ICMLA, 2021)

Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. - Timm Koppelmann; Alexandru Nelus; Lea Schönherr; Dorothea Kolossa; Rainer Martin 001 (Interspeech, 2021)

PILOT: Introducing Transformers for Probabilistic Sound Event Localization. - Christopher Schymura; Benedikt T. Bönninghoff; Tsubasa Ochiai; Marc Delcroix; Keisuke Kinoshita; Tomohiro Nakatani; Shoko Araki; Dorothea Kolossa (Interspeech, 2021)

Large-vocabulary Audio-visual Speech Recognition in Noisy Environments. - Wentao Yu; Steffen Zeiler; Dorothea Kolossa (MMSP, 2021)

Leveraging Inter-step Dependencies for Information Extraction from Procedural Task Instructions. - Nima Nabizadeh; Heiko Wersing; Dorothea Kolossa (TDS, 2021)

Dompteur: Taming Audio Adversarial Examples. - Thorsten Eisenhofer; Lea Schönherr; Joel Frank; Lars Speckemeier; Dorothea Kolossa; Thorsten Holz (USENIX Security Symposium, 2021)

Robustifying automatic speech recognition by extracting slowly varying features. - Matias Pizarro; Dorothea Kolossa; Asja Fischer (CoRR, 2021)

HiMLEdge - Energy-Aware Optimization for Hierarchical Machine Learning. - Julio Wissing; Stephan Scheele; Aliya Mohammed; Dorothea Kolossa; Ute Schmid (ARTIIS (2), 2022)

BERT-based ironic authors profiling. - Wentao Yu; Benedikt T. Boenninghoff; Dorothea Kolossa (CLEF (Working Notes), 2022)

RubCSG at SemEval-2022 Task 5: Ensemble learning for identifying misogynous MEMEs. - Wentao Yu; Benedikt T. Boenninghoff; Jonas Roehrig; Dorothea Kolossa (SemEval@NAACL, 2022)

Exploring accidental triggers of smart speakers. - Lea Schönherr; Maximilian Golla; Thorsten Eisenhofer; Jan Wiele; Dorothea Kolossa; Thorsten Holz (Comput. Speech Lang., 2022)

Reliability-Based Large-Vocabulary Audio-Visual Speech Recognition. - Wentao Yu; Steffen Zeiler; Dorothea Kolossa (Sensors, 2022)

Microscopic and Blind Prediction of Speech Intelligibility: Theory and Practice. - Mahdie Karbasi; Steffen Zeiler; Dorothea Kolossa (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

Glass Container Fill Level Measurement via Vibration on a Low-Power Embedded System. - Ali Raza; Nikola Markovic; Thomas Wolf; Pascal Romahn; Arndt-Hendrik Zinn; Dorothea Kolossa (COINS, 2023)

wentaorub at Memotion 3: Ensemble learning for Multi-modal MEME classification (short paper). - Wentao Yu; Dorothea Kolossa (DE-FACTIFY@AAAI, 2023)

Deep Learning-Based Claim Matching with Multiple Negatives Training. - Anna Neumann; Dorothea Kolossa; Robert M. Nickel (ICNLSP, 2023)

Venomave: Targeted Poisoning Against Speech Recognition. - Hojjat Aghakhani; Lea Schönherr; Thorsten Eisenhofer; Dorothea Kolossa; Thorsten Holz; Christopher Kruegel; Giovanni Vigna (SaTML, 2023)

Hybrid Condition Monitoring for Power Converters: Learning-Based Methods With Statistical Guarantees. - Nikola Markovic; Thomas Stoetzel; Volker Staudt; Dorothea Kolossa (IEEE Access, 2023)

Leveraging characteristics of the output probability distribution for identifying adversarial audio examples. - Matías P. Pizarro B.; Dorothea Kolossa; Asja Fischer (CoRR, 2023)

Reliable Fill-Level Monitoring of Recycling Glass Containers. - Nikola Markovic; Ali Raza; Steffen Zeiler; Thomas Wolf; Pascal Romahn; Arndt-Hendrik Zinn; Dorothea Kolossa (COINS, 2024)

Who Wrote When? Author Diarization in Social Media Discussions. - Benedikt T. Boenninghoff; Henry Hosseini; Robert M. Nickel; Dorothea Kolossa (EMNLP (Findings), 2024)

Generalization Boost in Bimodal Classification via Data Fusion Trained on Sparse Datasets. - Wentao Yu; Dorothea Kolossa; Robert M. Nickel (ICMI, 2024)

Features and Detectability of German Texts Generated with Large Language Models. - Verena Irrgang; Veronika Solopova; Steffen Zeiler; Robert M. Nickel; Dorothea Kolossa (KONVENS, 2024)

Whodunit: Detection and Attribution of Synthetic Images by Leveraging Model-specific Fingerprints. - Alexander Wißmann; Steffen Zeiler; Robert M. Nickel; Dorothea Kolossa (MAD@ICMR, 2024)

DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution. - Matías P. Pizarro B.; Dorothea Kolossa; Asja Fischer (UAI, 2024)

Single-Model Attribution for Spoofed Speech via Vocoder Fingerprints in an Open-World Setting. - Matias Pizarro; Mike Laszkiewicz; Dorothea Kolossa; Asja Fischer (CoRR, 2024)

Integrating Video, Text, and Images for Multimodal Disinformation Detection. - Thomas Hetzner; Veronika Solopova; Vera Schmitt; Dorothea Kolossa (MAD@ICMR, 2025)

Extending Information Bottleneck Attribution to Video Sequences. - Veronika Solopova; Lucas Schmidt; Dorothea Kolossa (CoRR, 2025)

How desirable is alignment between LLMs and linguistically diverse human users? - Pia Knoeferle; Sebastian Möller 001; Dorothea Kolossa; Veronika Solopova; Georg Rehm (CoRR, 2025)

A database to support the evaluation of gender biases in GPT-4o output. - Luise Mehner; Lena Alicija Philine Fiedler; Sabine Ammon; Dorothea Kolossa (CoRR, 2025)

MisinfoTeleGraph: Network-driven Misinformation Detection for German Telegram Messages. - Lu Kalkbrenner; Veronika Solopova; Steffen Zeiler; Robert M. Nickel; Dorothea Kolossa (CoRR, 2025)