no code implementations • 19 Feb 2020 • Andreas Krug, Sebastian Stober
This includes different ways of visualizing features and clustering of GradNAPs to compare embeddings of different groups of inputs in any layer of a given network.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 6 Dec 2019 • Andreas Krug, Sebastian Stober
The uninformative ordering of artificial neurons in Deep Neural Networks complicates visualizing activations in deeper layers.
no code implementations • WS 2018 • Andreas Krug, Sebastian Stober
Our method integrates information from many data examples through local introspection techniques for Convolutional Neural Networks (CNNs).
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
3 code implementations • WS 2017 • Julius Kunze, Louis Kirsch, Ilia Kurenkov, Andreas Krug, Jens Johannsmeier, Sebastian Stober
End-to-end training of automated speech recognition (ASR) systems requires massive data and compute resources.