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 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 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 Switching Kronecker Product Linear Filtering for Multispeaker Adaptive Speech Dereverberation (2023) Huang G, Benesty J, Cohen I, Winebrand E, Chen J, Kellermann W Conference contribution 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