Dorothea Kolossa
Cited by
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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
Nonlinear postprocessing for blind speech separation
D Kolossa, R Orglmeister
International Conference on Independent Component Analysis and Signal …, 2004
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
Robust speech recognition of uncertain or missing data: theory and applications
D Kolossa, R Haeb-Umbach
Springer Science & Business Media, 2011
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
Uncertainty propagation through deep neural networks
AH Abdelaziz, S Watanabe, JR Hershey, E Vincent, D Kolossa
Interspeech 2015, 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, 1-13, 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
Audiovisual speech recognition with missing or unreliable data.
D Kolossa, S Zeiler, A Vorwerk, R Orglmeister
AVSP, 117-122, 2009
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
Dynamic Stream Weighting for Turbo-Decoding-Based Audiovisual ASR.
S Gergen, S Zeiler, AH Abdelaziz, RM Nickel, D Kolossa
INTERSPEECH, 2135-2139, 2016
An introduction to binaural processing
A Kohlrausch, J Braasch, D Kolossa, J Blauert
The technology of binaural listening, 1-32, 2013
Real time separation of convolutive mixtures
W Baumann, BU Kohler, D Kolossa, R Orglmeister
ICA’01, 65-69, 2001
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
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
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
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
Accounting for the uncertainty of speech estimates in the complex domain for minimum mean square error speech enhancement
RF Astudillo, D Kolossa, R Orglmeister
Tenth Annual Conference of the International Speech Communication Association, 2009
A maximum likelihood method for driver-specific critical-gap estimation
D Orth, D Kolossa, MS Paja, K Schaller, A Pech, M Heckmann
2017 ieee intelligent vehicles symposium (iv), 553-558, 2017
Robust audiovisual speech recognition using noise-adaptive linear discriminant analysis
S Zeiler, R Nicheli, N Ma, GJ Brown, D Kolossa
2016 IEEE international conference on acoustics, speech and signal …, 2016
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