| Adversarial attacks against automatic speech recognition systems via psychoacoustic hiding L Schönherr, K Kohls, S Zeiler, T Holz, D Kolossa arXiv preprint arXiv:1808.05665, 2018 | 197 | 2018 |
| Leveraging frequency analysis for deep fake image recognition J Frank, T Eisenhofer, L Schönherr, A Fischer, D Kolossa, T Holz International conference on machine learning, 3247-3258, 2020 | 115 | 2020 |
| Nonlinear postprocessing for blind speech separation D Kolossa, R Orglmeister International Conference on Independent Component Analysis and Signal …, 2004 | 77 | 2004 |
| Robust speech recognition of uncertain or missing data: theory and applications D Kolossa, R Haeb-Umbach Springer Science & Business Media, 2011 | 72 | 2011 |
| Separation and robust recognition of noisy, convolutive speech mixtures using time-frequency masking and missing data techniques D Kolossa, A Klimas, R Orglmeister IEEE Workshop on Applications of Signal Processing to Audio and Acoustics …, 2005 | 69 | 2005 |
| Learning dynamic stream weights for coupled-HMM-based audio-visual speech recognition AH Abdelaziz, S Zeiler, D Kolossa IEEE/ACM Transactions on Audio, Speech, and Language Processing 23 (5), 863-876, 2015 | 66 | 2015 |
| Uncertainty propagation through deep neural networks AH Abdelaziz, S Watanabe, J Hershey, E Vincent, D Kolossa Interspeech 2015, 2015 | 56 | 2015 |
| Independent component analysis and time-frequency masking for speech recognition in multitalker conditions D Kolossa, R Fernandez Astudillo, E Hoffmann, R Orglmeister EURASIP Journal on Audio, Speech, and Music Processing 2010 (1), 651420, 2010 | 46* | 2010 |
| Variational Bayesian inference for multichannel dereverberation and noise reduction D Schmid, G Enzner, S Malik, D Kolossa, R Martin IEEE/ACM transactions on audio, speech, and language processing 22 (8), 1320 …, 2014 | 44 | 2014 |
| Audiovisual speech recognition with missing or unreliable data. D Kolossa, S Zeiler, A Vorwerk, R Orglmeister AVSP, 117-122, 2009 | 42 | 2009 |
| An introduction to binaural processing A Kohlrausch, J Braasch, D Kolossa, J Blauert The technology of binaural listening, 1-32, 2013 | 38 | 2013 |
| Dynamic Stream Weighting for Turbo-Decoding-Based Audiovisual ASR. S Gergen, S Zeiler, AH Abdelaziz, RM Nickel, D Kolossa INTERSPEECH, 2135-2139, 2016 | 35 | 2016 |
| Real time separation of convolutive mixtures W Baumann, BU Kohler, D Kolossa, R Orglmeister ICA’01, 65-69, 2001 | 33 | 2001 |
| Similarity learning for authorship verification in social media B Boenninghoff, RM Nickel, S Zeiler, D Kolossa ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 32 | 2019 |
| Uncertain LDA: Including observation uncertainties in discriminative transforms R Saeidi, RF Astudillo, D Kolossa IEEE transactions on pattern analysis and machine intelligence 38 (7), 1479-1488, 2015 | 31 | 2015 |
| Imperio: Robust over-the-air adversarial examples for automatic speech recognition systems L Schönherr, T Eisenhofer, S Zeiler, T Holz, D Kolossa Annual Computer Security Applications Conference, 843-855, 2020 | 30* | 2020 |
| Explainable authorship verification in social media via attention-based similarity learning B Boenninghoff, S Hessler, D Kolossa, RM Nickel 2019 IEEE International Conference on Big Data (Big Data), 36-45, 2019 | 30 | 2019 |
| Improving audio-visual speech recognition using deep neural networks with dynamic stream reliability estimates H Meutzner, N Ma, R Nickel, C Schymura, D Kolossa 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 30 | 2017 |
| An uncertainty propagation approach to robust ASR using the ETSI advanced front-end RF Astudillo, D Kolossa, P Mandelartz, R Orglmeister IEEE Journal of Selected Topics in Signal Processing 4 (5), 824-833, 2010 | 30 | 2010 |
| CHiME challenge: Approaches to robustness using beamforming and uncertainty-of-observation techniques D Kolossa, R Fernandez_Astudillo, A Abad, S Zeiler, R Saeidi, ... Machine Listening in Multisource Environments, 2011 | 28 | 2011 |
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