| 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 | 37 | 2017 |
| PILOT: Introducing transformers for probabilistic sound event localization C Schymura, B Bönninghoff, T Ochiai, M Delcroix, K Kinoshita, T Nakatani, ... arXiv preprint arXiv:2106.03903, 2021 | 21 | 2021 |
| Joining sound event detection and localization through spatial segregation I Trowitzsch, C Schymura, D Kolossa, K Obermayer IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 487-502, 2019 | 20 | 2019 |
| Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization C Schymura, T Ochiai, M Delcroix, K Kinoshita, T Nakatani, S Araki, ... 2020 28th European Signal Processing Conference (EUSIPCO), 231-235, 2021 | 15 | 2021 |
| Noisy cGMM: Complex Gaussian mixture model with non-sparse noise model for joint source separation and denoising N Ito, C Schymura, S Araki, T Nakatani 2018 26th European Signal Processing Conference (EUSIPCO), 1662-1666, 2018 | 15 | 2018 |
| Binaural sound source localisation and tracking using a dynamic spherical head model C Schymura, F Winter, D Kolossa, S Spors Sixteenth Annual Conference of the International Speech Communication …, 2015 | 15 | 2015 |
| Monte Carlo exploration for active binaural localization C Schymura, JDR Grajales, D Kolossa 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 13 | 2017 |
| Binaural sound source localisation using a Bayesian-network-based blackboard system and hypothesis-driven feedback C Schymura, T Walther, D Kolossa, N Ma, GJ Brown Fourm Acusticum, 2014 | 13 | 2014 |
| Audiovisual speaker tracking using nonlinear dynamical systems with dynamic stream weights C Schymura, D Kolossa IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1065-1078, 2020 | 9 | 2020 |
| Potential-field-based active exploration for acoustic simultaneous localization and mapping C Schymura, D Kolossa 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 9 | 2018 |
| A dynamic stream weight backprop Kalman filter for audiovisual speaker tracking C Schymura, T Ochiai, M Delcroix, K Kinoshita, T Nakatani, S Araki, ... ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 6 | 2020 |
| Blackboard systems for cognitive audition C Schymura, D Kolossa The Technology of Binaural Understanding, 91-111, 2020 | 6 | 2020 |
| Learning dynamic stream weights for linear dynamical systems using natural evolution strategies C Schymura, D Kolossa ICASSP 2019-2019 IEEE international conference on acoustics, speech and …, 2019 | 6 | 2019 |
| Extending linear dynamical systems with dynamic stream weights for audiovisual speaker localization C Schymura, T Isenberg, D Kolossa 2018 16th International Workshop on Acoustic Signal Enhancement (IWAENC …, 2018 | 6 | 2018 |
| Speaker localization in a reverberant environment using spherical statistical modeling B Rafaely, C Schymura, D Kolossa The Journal of the Acoustical Society of America 141 (5_Supplement), 3523-3523, 2017 | 5 | 2017 |
| Data Science Kitchen at GermEval 2021: A Fine Selection of Hand-Picked Features, Delivered Fresh from the Oven N Hildebrandt, B Boenninghoff, D Orth, C Schymura arXiv preprint arXiv:2109.02383, 2021 | 2 | 2021 |
| Data fusion for audiovisual speaker localization: Extending dynamic stream weights to the spatial domain J Wissing, B Boenninghoff, D Kolossa, T Ochiai, M Delcroix, K Kinoshita, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 2 | 2021 |
| Exploiting structures of temporal causality for robust speaker localization in reverberant environments C Schymura, P Guo, Y Maymon, B Rafaely, D Kolossa Latent Variable Analysis and Signal Separation: 14th International …, 2018 | 2 | 2018 |
| Active localization of sound sources with binaural models C Schymura, JR Grajales, D Kolossa 42nd Annual Meeting on Acoustics (DAGA), 2016 | 1 | 2016 |
| Loss Functions for Deep Monaural Speech Enhancement J Freiwald, L Schönherr, C Schymura, S Zeiler, D Kolossa 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | | 2020 |
Dorothea KolossaTechnische Universität BerlinVerified email at tu-berlin.de
