Affective Dimensions in Maternal Voice During Child Feeding in Mothers With and Without Eating Disorder History—Findings From a Machine Learning Analysis of Speech Data
Voice data suggests that mothers with ED history might be emotionally stronger involved throughout child feeding. This indicates that there are differences in communication between women with and without ED history and highlights the importance of research into maternal communication in affected families. ML approaches are promising tools as they can detect more subtle nuances compared to questionnaires.
Authors
- Katrin Elisabeth Giel (ORCID: https://orcid.org/0000-0003-0938-4402)
- Andreas Triantafyllopoulos (ORCID: https://orcid.org/0000-0001-8338-617X)
- Jana Katharina Throm (ORCID: https://orcid.org/0009-0007-0908-7623)
- Manuel Milling (ORCID: https://orcid.org/0000-0002-8842-2958)
- Annica Franziska Dörsam (ORCID: https://orcid.org/0000-0003-2132-2837)
- Björn W. Schuller (ORCID: https://orcid.org/0000-0002-6478-8699)
- Alexander Kathan (ORCID: https://orcid.org/0000-0002-4757-2220)
- Johanna Löchner (ORCID: https://orcid.org/0000-0003-2886-9253)
Institutions
- University of Augsburg (DE)
- Friedrich-Alexander-Universität Erlangen-Nürnberg (DE)
- Munich Center for Quantum Science and Technology (DE)
- Data:Lab Munich (Germany) (DE)
- German Center for Diabetes Research (DE)
- Imperial College London (GB)
- Technical University of Munich (DE)
Publication Details
- Journal
- European Eating Disorders Review
- Published
- 2025-10-03
- DOI
- https://doi.org/10.1002/erv.70038
- Primary Topic
- Eating Disorders and Behaviors
- Type
- article
- Field-Weighted Citation Impact
- 0.00