Search Results for author: Dominika Woszczyk

Found 2 papers, 1 papers with code

Data Augmentation for Dementia Detection in Spoken Language

1 code implementation26 Jun 2022 Anna Hlédiková, Dominika Woszczyk, Alican Akman, Soteris Demetriou, Björn Schuller

In this work, we investigate data augmentation techniques for the task of AD detection and perform an empirical evaluation of the different approaches on two kinds of models for both the text and audio domains.

Data Augmentation

Domain Adversarial Neural Networks for Dysarthric Speech Recognition

no code implementations7 Oct 2020 Dominika Woszczyk, Stavros Petridis, David Millard

The results are compared to a speaker-adaptive (SA) model as well as speaker-dependent (SD) and multi-task learning models (MTL).

Multi-Task Learning speech-recognition +1

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