Christopher Schymura

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 23

Top Topics

Linear Dynamical Systems

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Christopher Schymura, Benedikt T. Bönninghoff, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
PILOT: Introducing Transformers for Probabilistic Sound Event Localization. CoRR (2021)
Christopher Schymura, Benedikt T. Bönninghoff, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
PILOT: Introducing Transformers for Probabilistic Sound Event Localization. Interspeech (2021)
Christopher Schymura, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization. CoRR (2021)
Julio Wissing, Benedikt T. Boenninghoff, Dorothea Kolossa, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Christopher Schymura
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain. ICASSP (2021)
Julio Wissing, Benedikt T. Boenninghoff, Dorothea Kolossa, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Christopher Schymura
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain. CoRR (2021)
Niclas Hildebrandt, Benedikt T. Boenninghoff, Dennis Orth, Christopher Schymura
Data Science Kitchen at GermEval 2021: A Fine Selection of Hand-Picked Features, Delivered Fresh from the Oven. GermEval@KONVENS (2021)
Niclas Hildebrandt, Benedikt T. Boenninghoff, Dennis Orth, Christopher Schymura
Data Science Kitchen at GermEval 2021: A Fine Selection of Hand-Picked Features, Delivered Fresh from the Oven. CoRR (2021)
Jan Freiwald, Lea Schönherr, Christopher Schymura, Steffen Zeiler, Dorothea Kolossa
Loss Functions for Deep Monaural Speech Enhancement. IJCNN (2020)
Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa, Klaus Obermayer
Joining Sound Event Detection and Localization Through Spatial Segregation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Christopher Schymura, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
A Dynamic Stream Weight Backprop Kalman Filter for Audiovisual Speaker Tracking. ICASSP (2020)
Christopher Schymura, Tsubasa Ochiai, Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Dorothea Kolossa
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization. EUSIPCO (2020)
Christopher Schymura, Dorothea Kolossa
Audiovisual Speaker Tracking Using Nonlinear Dynamical Systems With Dynamic Stream Weights. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Ivo Trowitzsch, Christopher Schymura, Dorothea Kolossa, Klaus Obermayer
Joining Sound Event Detection and Localization Through Spatial Segregation. CoRR (2019)
Christopher Schymura, Dorothea Kolossa
Audiovisual Speaker Tracking using Nonlinear Dynamical Systems with Dynamic Stream Weights. CoRR (2019)
Christopher Schymura, Dorothea Kolossa
Learning Dynamic Stream Weights for Linear Dynamical Systems Using Natural Evolution Strategies. ICASSP (2019)
Nobutaka Ito, Christopher Schymura, Shoko Araki, Tomohiro Nakatani
Noisy cGMM: Complex Gaussian Mixture Model with Non-Sparse Noise Model for Joint Source Separation and Denoising. EUSIPCO (2018)
Christopher Schymura, Peng Guo, Yanir Maymon, Boaz Rafaely, Dorothea Kolossa
Exploiting Structures of Temporal Causality for Robust Speaker Localization in Reverberant Environments. LVA/ICA (2018)
Christopher Schymura, Dorothea Kolossa
Potential-Field-Based Active Exploration for Acoustic Simultaneous Localization and Mapping. ICASSP (2018)
Christopher Schymura, Tobias Isenberg, Dorothea Kolossa
Extending Linear Dynamical Systems with Dynamic Stream Weights for Audiovisual Speaker Localization. IWAENC (2018)
Christopher Schymura, Juan Diego Rios Grajales, Dorothea Kolossa
Monte Carlo exploration for active binaural localization. ICASSP (2017)
Hendrik Meutzner, Ning Ma, Robert M. Nickel, Christopher Schymura, Dorothea Kolossa
Improving audio-visual speech recognition using deep neural networks with dynamic stream reliability estimates. ICASSP (2017)
Christopher Schymura, Thomas Walther, Dorothea Kolossa
An Active Machine Hearing System for Auditory Stream Segregation. CoRR (2016)
Christopher Schymura, Fiete Winter, Dorothea Kolossa, Sascha Spors
Binaural sound source localisation and tracking using a dynamic spherical head model. INTERSPEECH (2015)