Christopher Schymura

According to our database, Christopher Schymura authored at least 17 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Data Science Kitchen at GermEval 2021: A Fine Selection of Hand-Picked Features, Delivered Fresh from the Oven.

Niclas Hildebrandt, Benedikt T. Boenninghoff, Dennis Orth, Christopher Schymura

Proceedings of the GermEval 2021 Shared Task on the Identification of Toxic, 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

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 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

Proceedings of the IEEE International Conference on Acoustics, 2021

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

Audiovisual Speaker Tracking Using Nonlinear Dynamical Systems With Dynamic Stream Weights.

Christopher Schymura, Dorothea Kolossa

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Loss Functions for Deep Monaural Speech Enhancement.

Jan Freiwald, Lea Schönherr, Christopher Schymura, Steffen Zeiler, Dorothea Kolossa

Proceedings of the 2020 International Joint Conference on Neural Networks, 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

Proceedings of the 2020 IEEE International Conference on Acoustics, 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

Proceedings of the 28th European Signal Processing Conference, 2020

2019

Learning Dynamic Stream Weights for Linear Dynamical Systems Using Natural Evolution Strategies.

Christopher Schymura, Dorothea Kolossa

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Extending Linear Dynamical Systems with Dynamic Stream Weights for Audiovisual Speaker Localization.

Christopher Schymura, Tobias Isenberg, Dorothea Kolossa

Proceedings of the 16th International Workshop on Acoustic Signal Enhancement, 2018

Potential-Field-Based Active Exploration for Acoustic Simultaneous Localization and Mapping.

Christopher Schymura, Dorothea Kolossa

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant Environments.

Christopher Schymura, Peng Guo, Yanir Maymon, Boaz Rafaely, Dorothea Kolossa

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Noisy cGMM: Complex Gaussian Mixture Model with Non-Sparse Noise Model for Joint Source Separation and Denoising.

Nobutaka Ito, Christopher Schymura, Shoko Araki, Tomohiro Nakatani

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Monte Carlo exploration for active binaural localization.

Christopher Schymura, Juan Diego Rios Grajales, Dorothea Kolossa

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

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

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

An Active Machine Hearing System for Auditory Stream Segregation.

Christopher Schymura, Thomas Walther, Dorothea Kolossa

CoRR, 2016

2015

Binaural sound source localisation and tracking using a dynamic spherical head model.

Christopher Schymura, Fiete Winter, Dorothea Kolossa, Sascha Spors

Proceedings of the INTERSPEECH 2015, 2015