Automatic Analysis of the Dynamics of Dialectal Speech Using Artificial Intelligence Methods (AnDy)

​About The Project​

Timing: 01.10.2023 – 31.12.2025
Funding: Finanziert von der Europäischen Union – NextGenerationEU, Stärkung der Datenkompetenzen des wissenschaftlichen Nachwuchses des Bundesministeriums für Bildung und Forschung

The project employs artificial intelligence approaches to analyze the variation between standard language and dialect in authentic recorded conversations. To this end, existing data sets will be used, documenting subjects of different generations throughout Germany. For the first time, such an analysis will be performed directly on speech signals. Furthermore, the project explores the question of how the variation of the identified types of dialect speakers relates to specific social pre-conditions of these individuals, their demographic traits and social context.

© NextGenerationEU
© Generative AI

Principal Investigators: Prof. Dr. Lucie Flek 

Publications: 
– Does Preprocessing Matter? An Analysis of Acoustic Feature Importance in Deep Learning for Dialect Classification, L Fischbach, C Kleen, L Flek, A Lameli, Proceedings of the Joint 25th Nordic Conference on Computational Linguistics…