Valerio Cesarini

According to our database, Valerio Cesarini authored at least 14 papers between 2021 and 2024.

Collaborative distances:

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

2024

Multi-class Machine Learning Detection of Edema, Vocal Paralysis and Vocal Nodules through Voice.

Valerio Cesarini, Carlo Robotti, Giovanni Costantini

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 and IoT, 2024

Features of 3-D Phase Space Attractors as Descriptors of Chaotic Laws in Voice Signals for the AI-based Detection of Dysphonia.

Valerio Cesarini, Mattia Magliocchetti, Diego Calicchia, Federica Amato, Antonio Suppa, Francesco Asci, Luca Marsili, Giovanni Saggio, Giovanni Costantini

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 and IoT, 2024

2023

Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey.

Federica Amato, Giovanni Saggio, Valerio Cesarini, Gabriella Olmo, Giovanni Costantini

Expert Syst. Appl., June, 2023

High-Level CNN and Machine Learning Methods for Speaker Recognition.

Giovanni Costantini, Valerio Cesarini, Emanuele Brenna

Sensors, April, 2023

Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison.

Giovanni Costantini, Valerio Cesarini, Pietro Di Leo, Federica Amato, Antonio Suppa, Francesco Asci, Antonio Pisani, Alessandra Calculli, Giovanni Saggio

Sensors, February, 2023

Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques.

Valerio Cesarini, Giovanni Costantini, Federica Amato, Vito Errico, Luca Pietrosanti, Alexandre Calado, Roberto Massa, Erica Frezza, Fernanda Irrera, Alessandro Manoni, Giovanni Saggio

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space.

Federica Amato, Valerio Cesarini, Luca Pietrosanti, Giovanni Costantini, Gabriella Olmo, Giovanni Saggio

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

2022

The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning.

Giovanni Costantini, Emilia Parada-Cabaleiro, Daniele Casali, Valerio Cesarini

Sensors, 2022

Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures.

Giovanni Costantini, Valerio Cesarini, Carlo Robotti, Marco Benazzo, Filomena Pietrantonio, Stefano Di Girolamo, Antonio Pisani, Pietro Canzi, Simone Mauramati, Giulia Bertino, Irene Cassaniti, Fausto Baldanti, Giovanni Saggio

Knowl. Based Syst., 2022

Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach.

Federica Amato, Maria Fasani, Glauco Raffaelli, Valerio Cesarini, Gabriella Olmo, Nicola Di Lorenzo, Giovanni Costantini, Giovanni Saggio

Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2022

A Subset of Acoustic Features for Machine Learning-based and Statistical Approaches in Speech Emotion Recognition.

Giovanni Costantini, Valerio Cesarini, Daniele Casali

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

Machine Learning-based Study of Dysphonic Voices for the Identification and Differentiation of Vocal Cord Paralysis and Vocal Nodules.

Valerio Cesarini, Carlo Robotti, Ylenia Piromalli, Francesco Mozzanica, Antonio Schindler, Giovanni Saggio, Giovanni Costantini

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

NMF Based System for Speaker Identification.

Giovanni Costantini, Valerio Cesarini, Fabio Paolizzo

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021

A Machine Learning-Based Voice Analysis for the Detection of Dysphagia Biomarkers.

Valerio Cesarini, Niccolò Casiddu, Claudia Porfirione, Giulia Massazza, Giovanni Saggio, Giovanni Costantini

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021