Search Results for author: Peter Koch

Found 2 papers, 1 papers with code

Adversarial Multi-Task Deep Learning for Noise-Robust Voice Activity Detection with Low Algorithmic Delay

1 code implementation4 Jul 2022 Claus Meyer Larsen, Peter Koch, Zheng-Hua Tan

Introducing adversarial multi-task learning to the model is observed to increase performance in terms of Area Under Curve (AUC), particularly in noisy environments, while the performance is not degraded at higher SNR levels.

Action Detection Activity Detection +1

Segmentation of Retinal Low-Cost Optical Coherence Tomography Images using Deep Learning

no code implementations23 Jan 2020 Timo Kepp, Helge Sudkamp, Claus von der Burchard, Hendrik Schenke, Peter Koch, Gereon Hüttmann, Johann Roider, Mattias P. Heinrich, Heinz Handels

It is shown that the CNN-based approach can segment the retina with high accuracy, whereas the segmentation of the PED proves to be challenging.

Denoising

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