Professur für Signalverarbeitung

1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization Techniques for the ICPHM 2023 Data Challenge (2023) Kreuzer M, Kellermann W Conference contribution, Conference Contribution Airborne-Sound Analysis for the Detection of Bearing Faults in Railway Vehicles with Real-World Data (2023) Kreuzer M, Schmidt D, Wokusch S, Kellermann W Conference contribution, Conference Contribution Spatially Informed Independent vector analysis for Source Extraction based on the convolutive Transfer Function Model (2023) Wang X, Brendel A, Huang G, Yang Y, Kellermann W, Chen J Conference contribution GEOMETRICALLY CONSTRAINED SOURCE EXTRACTION AND DEREVERBERATION BASED ON JOINT OPTIMIZATION (2023) Yang Y, Wang X, Brendel A, Zhang W, Kellermann W, Chen J Conference contribution 1-D Residual Convolutional Neural Network coupled with Data Augmentation and Regularization for the ICPHM 2023 Data Challenge (2023) Kreuzer M, Kellermann W Conference contribution A Unifying View on Blind Source Separation of Convolutive Mixtures Based on Independent Component Analysis (2023) Brendel A, Haubner T, Kellermann W Journal article Statistical Analysis of Randomness in Training of Small-Scale Neural Networks for Speech Enhancement (2022) Briegleb A, Kellermann W Conference contribution, Original article Joint Acoustic Echo Cancellation and Blind Source Extraction based on Independent Vector Extraction (2022) Haubner T, Koldovsky Z, Kellermann W Conference contribution, Conference Contribution Deep Learning-Based Joint Control of Acoustic Echo Cancellation, Beamforming and Postfiltering (2022) Haubner T, Kellermann W Conference contribution, Conference Contribution End-To-End Deep Learning-Based Adaptation Control for Frequency-Domain Adaptive System Identification (2022) Haubner T, Brendel A, Kellermann W Conference contribution, Conference Contribution