Verena Praher

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Classification Algorithm

Training Samples

Multiple Classifiers

Top Venues

Neural Comput. Appl.

Publications

Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Constructing adversarial examples to investigate the plausibility of explanations in deep audio and image classifiers. Neural Comput. Appl. 35 (14) (2023)
Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers. ISMIR (2022)
Francesco Foscarin, Katharina Hoedt, Verena Praher, Arthur Flexer, Gerhard Widmer
Concept-Based Techniques for "Musicologist-friendly" Explanations in a Deep Music Classifier. CoRR (2022)
Shreyan Chowdhury, Verena Praher, Gerhard Widmer
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities. CoRR (2021)
Verena Praher, Katharina Prinz, Arthur Flexer, Gerhard Widmer
On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. CoRR (2021)
Verena Praher, Katharina Prinz, Arthur Flexer, Gerhard Widmer
On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples. ISMIR (2021)