Monica González Machorro

According to our database, Monica González Machorro authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study.

Monica González Machorro, Uwe D. Reichel, Pascal Hecker, Helly N. Hammer, Hesam Sagha, Florian Eyben, Robert Hoepner, Björn W. Schuller

CoRR, August, 2025

Articulatory Feature Prediction from Surface EMG during Speech Production.

Jihwan Lee, Kevin Huang, Kleanthis Avramidis, Simon Pistrosch, Monica González Machorro, Yoonjeong Lee, Björn W. Schuller, Louis Goldstein, Shrikanth Narayanan

CoRR, May, 2025

Mental Wellbeing at Sea: A Prototype to Collect Speech Data in Maritime Settings.

Pascal Hecker, Monica González Machorro, Hesam Sagha, Saumya Dudeja, Matthias Kahlau, Florian Eyben, Björn W. Schuller, Bert Arnrich

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

Early Detection of ALS in Absence of Speech Impairments with Computer Audition.

Adria Mallol-Ragolta, Monica González Machorro, Ricarda von Heynitz, Katia Scherzer, Isabell Cordts, Björn W. Schuller

Proceedings of the Artificial Intelligence in Medicine - 23rd International Conference, 2025

2024

A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection.

Stefan Kalabakov, Monica González Machorro, Florian Eyben, Björn W. Schuller, Bert Arnrich

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

2023

Towards Supporting an Early Diagnosis of Multiple Sclerosis using Vocal Features.

Monica González Machorro, Pascal Hecker, Uwe D. Reichel, Helly N. Hammer, Robert Hoepner, Lisa Pedrotti, Alisha Zmutt, Hesam Sagha, Johan van Beek, Florian Eyben, Dagmar M. Schuller, Björn W. Schuller, Bert Arnrich

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022

A Comparison of Feature-based Classifiers and Transfer Learning Approaches for Cognitive Impairment Recognition in Language.

Monica González Machorro, Rafael Martínez-Tomás

Proceedings of the Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications, 2022