21. November 2018

ARI TALK
14.30 o'clock,
ARI Seminar Room, Wohllebengasse 12-14, Groundfloor

Automatic Transformation of Empirical Data Distribution as an Experimental Pre-Processing Step for Neural Networks - Pavol Harar

Abstract: Pavol Harar - University of Technology, Brno

In this talk we introduce the Redistributor. A direct algorithm for automatic transformation of data from arbitrary empirical source distribution into chosen target distribution. The method is based on approximation of source cumulative distribution function and is suitable also for machine learning scenarios. Transformation is continuous, piecewise smooth, monotonic and invertible. We demonstrate its usage on mel-spectrogram data used to train a neural network.

Upcoming Events

ARI Guest TALK: Automatic Transformation of Empirical Data Distribution as an Experimental Pre-Processing Step for Neural Networks

21. November 2018

ARI TALK
14.30 o'clock,
ARI Seminar Room, Wohllebengasse 12-14, Groundfloor

Automatic Transformation of Empirical Data Distribution as an Experimental Pre-Processing Step for Neural Networks - Pavol Harar
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ARI Guest TALK: Acoustic Analysis of Speech and Voice Disorders in Parkinson’s Disease: a Decision Support and Monitoring Tool

https://scholar.google.de/citations?view_op=view_photo&user=VRKoUZwAAAAJ&citpid=5

21. November 2018

ARI TALK
15.15 o'clock,
ARI Seminar Room, Wohllebengasse 12-14, Groundfloor

Acoustic Analysis of Speech and Voice Disorders in Parkinson’s Disease: a Decision Support and Monitoring Tool - Jiri Mekyska
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ARI Guest TALK: A guided tour of the human vocal scenery

27. November 2018

ARI TALK
14.00 o'clock,
ARI Seminar Room, Wohllebengasse 12-14, Groundfloor

A guided tour of the human vocal scenery - Jean Schoentgen
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SSW10

SSW10 - The 10th
ISCA Speech Synthesis Workshop

20. - 22. September 2019

Vienna, Austria

 

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