| 2026 | IDA | Extending Information Bottleneck Attribution to Video Sequences for Deepfake Detection. | Veronika Solopova, Lucas Schmidt, Vera Schmitt, Dorothea Kolossa |
| 2024 | EMNLP | Who Wrote When? Author Diarization in Social Media Discussions. | Benedikt T. Boenninghoff, Henry Hosseini, Robert M. Nickel, Dorothea Kolossa |
| 2024 | ICMI | Generalization Boost in Bimodal Classification via Data Fusion Trained on Sparse Datasets. | Wentao Yu, Dorothea Kolossa, Robert M. Nickel |
| 2024 | UAI | DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution. | Matas P. Pizarro B., Dorothea Kolossa, Asja Fischer |
| 2021 | ICASSP | 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 |
| 2021 | ICASSP | Fusing Information Streams in End-to-End Audio-Visual Speech Recognition. | Wentao Yu, Steffen Zeiler, Dorothea Kolossa |
| 2021 | ICMLA | Condition Monitoring for Power Converters via Deep One-Class Classification. | Nikola Markovic, Daniel Vahle, Volker Staudt, Dorothea Kolossa |
| 2021 | Interspeech | Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification. | Timm Koppelmann, Alexandru Nelus, Lea Schnherr, Dorothea Kolossa, Rainer Martin |
| 2021 | Interspeech | PILOT: Introducing Transformers for Probabilistic Sound Event Localization. | Christopher Schymura, Benedikt T. Bnninghoff, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa |
| 2021 | MMSP | Large-vocabulary Audio-visual Speech Recognition in Noisy Environments. | Wentao Yu, Steffen Zeiler, Dorothea Kolossa |
| 2020 | ACSAC | Imperio: Robust Over-the-Air Adversarial Examples for Automatic Speech Recognition Systems. | Lea Schnherr, Thorsten Eisenhofer, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa |
| 2020 | COLING | Variational Autoencoder with Embedded Student-t Mixture Model for Authorship Attribution. | Benedikt T. Boenninghoff, Steffen Zeiler, Robert M. Nickel, Dorothea Kolossa |
| 2020 | HCI | Fostering Flow Experience in HCI to Enhance and Allocate Human Energy. | Corinna Peifer, Annette Kluge, Nikol Rummel, Dorothea Kolossa |
| 2020 | ICASSP | 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 |
| 2020 | ICML | Leveraging Frequency Analysis for Deep Fake Image Recognition. | Joel Frank, Thorsten Eisenhofer, Lea Schnherr, Asja Fischer, Dorothea Kolossa, Thorsten Holz |
| 2020 | IJCNN | Loss Functions for Deep Monaural Speech Enhancement. | Jan Freiwald, Lea Schnherr, Christopher Schymura, Steffen Zeiler, Dorothea Kolossa |
| 2020 | Interspeech | Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification. | Sina Dubener, Lea Schnherr, Asja Fischer, Dorothea Kolossa |
| 2020 | LREC | MyFixit: An Annotated Dataset, Annotation Tool, and Baseline Methods for Information Extraction from Repair Manuals. | Nima Nabizadeh, Dorothea Kolossa, Martin Heckmann |
| 2019 | ICASSP | Similarity Learning for Authorship Verification in Social Media. | Benedikt T. Boenninghoff, Robert M. Nickel, Steffen Zeiler, Dorothea Kolossa |
| 2019 | ICASSP | Learning Dynamic Stream Weights for Linear Dynamical Systems Using Natural Evolution Strategies. | Christopher Schymura, Dorothea Kolossa |
| 2019 | ICMLA | Hybrid Condition Monitoring for Power Electronic Systems. | Nikola Markovic, Thomas Stoetzel, Volker Staudt, Dorothea Kolossa |
| 2019 | IWANN | Toward Robust Mispronunciation Detection via Audio-Visual Speech Recognition. | Mahdie Karbasi, Steffen Zeiler, Jan Freiwald, Dorothea Kolossa |
| 2019 | NDSS | Adversarial Attacks Against Automatic Speech Recognition Systems via Psychoacoustic Hiding. | Lea Schnherr, Katharina Kohls, Steffen Zeiler, Thorsten Holz, Dorothea Kolossa |
| 2019 | SIGdial | Speaker-adapted neural-network-based fusion for multimodal reference resolution. | Diana Kleingarn, Nima Nabizadeh, Martin Heckmann, Dorothea Kolossa |
| 2018 | ICASSP | Potential-Field-Based Active Exploration for Acoustic Simultaneous Localization and Mapping. | Christopher Schymura, Dorothea Kolossa |
| 2017 | ASRU | Spoofing detection via simultaneous verification of audio-visual synchronicity and transcription. | Lea Schonherr, Steffen Zeiler, Dorothea Kolossa |
| 2017 | ICASSP | Improving audio-visual speech recognition using deep neural networks with dynamic stream reliability estimates. | Hendrik Meutzner, Ning Ma, Robert M. Nickel, Christopher Schymura, Dorothea Kolossa |
| 2017 | ICASSP | Speaker localization in reverberant rooms based on direct path dominance test statistics. | Boaz Rafaely, Dorothea Kolossa |
| 2017 | ICASSP | Monte Carlo exploration for active binaural localization. | Christopher Schymura, Juan Diego Rios Grajales, Dorothea Kolossa |
| 2016 | CCS | SkypeLine: Robust Hidden Data Transmission for VoIP. | Katharina Kohls, Thorsten Holz, Dorothea Kolossa, Christina Ppper |
| 2016 | ICASSP | Twin-HMM-based non-intrusive speech intelligibility prediction. | Mahdie Karbasi, Ahmed Hussen Abdelaziz, Dorothea Kolossa |
| 2016 | ICASSP | Robust audiovisual speech recognition using noise-adaptive linear discriminant analysis. | Steffen Zeiler, Robert Nicheli, Ning Ma, Guy J. Brown, Dorothea Kolossa |
| 2016 | Interspeech | Dynamic Stream Weighting for Turbo-Decoding-Based Audiovisual ASR. | Sebastian Gergen, Steffen Zeiler, Ahmed Hussen Abdelaziz, Robert M. Nickel, Dorothea Kolossa |
| 2016 | Interspeech | Blind Non-Intrusive Speech Intelligibility Prediction Using Twin-HMMs. | Mahdie Karbasi, Ahmed Hussen Abdelaziz, Hendrik Meutzner, Dorothea Kolossa |
| 2016 | Interspeech | Introducing the Turbo-Twin-HMM for Audio-Visual Speech Enhancement. | Steffen Zeiler, Hendrik Meutzner, Ahmed Hussen Abdelaziz, Dorothea Kolossa |
| 2015 | CHI | Constructing Secure Audio CAPTCHAs by Exploiting Differences between Humans and Machines. | Hendrik Meutzner, Santosh Gupta, Dorothea Kolossa |
| 2015 | Interspeech | Uncertainty propagation through deep neural networks. | Ahmed Hussen Abdelaziz, Shinji Watanabe, John R. Hershey, Emmanuel Vincent, Dorothea Kolossa |
| 2015 | Interspeech | Robust speech processing using observation uncertainty and uncertainty propagation: session and paper overview. | Ramn Fernandez Astudillo, Shinji Watanabe, Ahmed Hussen Abdelaziz, Dorothea Kolossa |
| 2015 | Interspeech | Binaural sound source localisation and tracking using a dynamic spherical head model. | Christopher Schymura, Fiete Winter, Dorothea Kolossa, Sascha Spors |
| 2014 | ACSAC | Using automatic speech recognition for attacking acoustic CAPTCHAs: the trade-off between usability and security. | Hendrik Meutzner, Viet-Hung Nguyen, Thorsten Holz, Dorothea Kolossa |
| 2014 | ICASSP | A newem estimationof dynamic stream weights for coupled-HMM-based audio-visual ASR. | Ahmed Hussen Abdelaziz, Steffen Zeiler, Dorothea Kolossa |
| 2014 | ICMLA | Reducing the Cost of Breaking Audio CAPTCHAs by Active and Semi-supervised Learning. | Malte Darnstdt, Hendrik Meutzner, Dorothea Kolossa |
| 2014 | Interspeech | Dynamic stream weight estimation in coupled-HMM-based audio-visual speech recognition using multilayer perceptrons. | Ahmed Hussen Abdelaziz, Dorothea Kolossa |
| 2013 | ICASSP | Twin-HMM-based audio-visual speech enhancement. | Ahmed Hussen Abdelaziz, Steffen Zeiler, Dorothea Kolossa |
| 2013 | ICASSP | GMM-based significance decoding. | Ahmed Hussen Abdelaziz, Steffen Zeiler, Dorothea Kolossa, Volker Leutnant, Reinhold Haeb-Umbach |
| 2013 | Interspeech | 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 |
| 2012 | ICASSP | Inventory-style speech enhancement with uncertainty-of-observation techniques. | Robert M. Nickel, Ramn Fernandez Astudillo, Dorothea Kolossa, Steffen Zeiler, Rainer Martin |
| 2012 | Interspeech | Decoding of Uncertain Features Using the Posterior Distribution of the Clean Data for Robust Speech Recognition. | Ahmed Hussen Abdelaziz, Dorothea Kolossa |
| 2012 | Interspeech | Inventory-Based Audio-Visual Speech Enhancement. | Dorothea Kolossa, Robert M. Nickel, Steffen Zeiler, Rainer Martin |
| 2010 | Interspeech | Efficient manycore CHMM speech recognition for audiovisual and multistream data. | Dorothea Kolossa, Jike Chong, Steffen Zeiler, Kurt Keutzer |
| 2010 | LREC | WAPUSK20 - A Database for Robust Audiovisual Speech Recognition. | Alexander Vorwerk, Xiaohui Wang, Dorothea Kolossa, Steffen Zeiler, Reinhold Orglmeister |
| 2009 | Interspeech | Accounting for the uncertainty of speech estimates in the complex domain for minimum mean square error speech enhancement. | Ramn Fernandez Astudillo, Dorothea Kolossa, Reinhold Orglmeister |
| 2009 | IDA | 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 |
| 2009 | IDA | Non-independent BSS: A Model for Evoked MEG Signals with Controllable Dependencies. | Florian Kohl, Gerd Wbbeler, Dorothea Kolossa, Clemens Elster, Markus Br, Reinhold Orglmeister |
| 2008 | ISCAS | Missing feature speech recognition in a meeting situation with maximum SNR beamforming. | Dorothea Kolossa, Shoko Araki, Marc Delcroix, Tomohiro Nakatani, Reinhold Orglmeister, Shoji Makino |
| 2003 | ICASSP | Beamforming-based convolutive source separation. | Wolf Baumann, Dorothea Kolossa, Reinhold Orglmeister |
| 2002 | Interspeech | Using time-stretched pulses for accurate splitting of speech utterances played back in noisy reverberant environments. | Dorothea Kolossa, Qiang Huo |