A Real-Time Demo for Acoustic Event Classification in Ambient Assisted Living Contexts. - Arunodhayan Sampath Kumar; René Erler; Danny Kowerko (ACM Multimedia, 2019)

TUC Media Computing at BIRDCLEF 2021: Noise augmentation strategies in bird sound classification in combination with DenseNets and ResNets. - Arunodhayan Sampath Kumar; Danny Kowerko (CLEF (Working Notes), 2021)

TUC Media Computing at BirdCLEF 2022: Strategies in identifying bird sounds in a complex acoustic environments. - Arunodhayan Sampath Kumar; Danny Kowerko (CLEF (Working Notes), 2022)

Visual Acuity Prediction on Real-Life Patient Data Using a Machine Learning Based Multistage System. - Tobias Schlosser; Frederik Beuth; Trixy Meyer; Arunodhayan Sampath Kumar; Gabriel Stolze; Olga Furashova; Katrin Engelmann; Danny Kowerko (CoRR, 2022)

TUC Media Computing at BirdCLEF 2024: Improving Birdsong Classification Through Single Learning Models. - Arunodhayan Sampath Kumar; Tobias Schlosser; Danny Kowerko (CLEF (Working Notes), 2024)

Improving learning-based birdsong classification by utilizing combined audio augmentation strategies. - Arunodhayan Sampath Kumar; Tobias Schlosser; Stefan Kahl; Danny Kowerko (Ecol. Informatics, 2024)