Doerfler, Monika, Kolokvij marec 2019

Iz MaFiRaWiki

We will explain how technical tools from harmonic analysis can lead to signal representations of structured audio signals (such as music or speech), which are helpful for various signal processing or machine learning tasks. Furthermore, we are going to show how a properly chosen representation system improves results achieved by deep neural networks in music information retrieval tasks. Vice versa, the representation parameters can be learned from appropriately chosen data.

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