A Comparison of Feature-based Classifiers and Transfer Learning Approaches for Cognitive Impairment Recognition in Language. - Monica González Machorro; Rafael Martínez-Tomás (IWINAC (1), 2022)

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; et al. (INTERSPEECH, 2023)

A Comparative Analysis of Federated Learning for Speech-Based Cognitive Decline Detection. - Stefan Kalabakov; Monica González Machorro; Florian Eyben; Björn W. Schuller; Bert Arnrich (INTERSPEECH, 2024)

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 (AIME (1), 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 (BIOSTEC (2): HEALTHINF, 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, 2025)