Verena Haunschmid

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 15

Top Topics

Machine Learning

Compound Critiques

Mid Level Features

Binary Classification

Top Venues

Publications

Alessandro B. Melchiorre, Verena Haunschmid, Markus Schedl, Gerhard Widmer
LEMONS: Listenable Explanations for Music recOmmeNder Systems. ECIR (2) (2021)
Hamid Eghbal-zadeh, Khaled Koutini, Paul Primus, Verena Haunschmid, Michal Lewandowski, Werner Zellinger, Bernhard Alois Moser, Gerhard Widmer
On Data Augmentation and Adversarial Risk: An Empirical Analysis. CoRR (2020)
Khaled Koutini, Hamid Eghbal-Zadeh, Verena Haunschmid, Paul Primus, Shreyan Chowdhury, Gerhard Widmer
Receptive-Field Regularized CNNs for Music Classification and Tagging. CoRR (2020)
Paul Primus, Verena Haunschmid, Patrick Praher, Gerhard Widmer
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples. DCASE (2020)
Paul Primus, Verena Haunschmid, Patrick Praher, Gerhard Widmer
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples. CoRR (2020)
Verena Haunschmid, Ethan Manilow, Gerhard Widmer
Towards Musically Meaningful Explanations Using Source Separation. CoRR (2020)
Verena Haunschmid, Ethan Manilow, Gerhard Widmer
audioLIME: Listenable Explanations Using Source Separation. CoRR (2020)
Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-Zadeh, Gerhard Widmer
Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. MediaEval (2019)
Shreyan Chowdhury, Andreu Vall, Verena Haunschmid, Gerhard Widmer
Towards Explainable Music Emotion Recognition: The Route via Mid-level Features. ISMIR (2019)
Lisa Ehrlinger, Verena Haunschmid, Davide Palazzini, Christian Lettner
A DaQL to Monitor Data Quality in Machine Learning Applications. DEXA (1) (2019)
Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-zadeh, Gerhard Widmer
Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. CoRR (2019)
Verena Haunschmid, Shreyan Chowdhury, Gerhard Widmer
Two-level Explanations in Music Emotion Recognition. CoRR (2019)
Shreyan Chowdhury, Andreu Vall, Verena Haunschmid, Gerhard Widmer
Towards Explainable Music Emotion Recognition: The Route via Mid-level Features. CoRR (2019)
Georgios C. Chasparis, Michael Rossbory, Verena Haunschmid
An Evolutionary Stochastic-Local-Search Framework for One-Dimensional Cutting-Stock Problems. CoRR (2017)
Georgios C. Chasparis, Werner Zellinger, Verena Haunschmid, Markus Riedenbauer, Reinhard Stumptner
On the optimization of material usage in power transformer manufacturing. IEEE Conf. on Intelligent Systems (2016)