Valerio Cesarini

16 papers Journal 7Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beyond breathalyzers: AI-powered speech analysis for alcohol intoxication detection. Expert Syst. Appl. Federica Amato, Valerio Cesarini, Gabriella Olmo, Giovanni Saggio, Giovanni Costantini
2025	J	`jnl`	Industrial-Grade CNN-Based System for the Discrimination of Music Versus Non-Music in Radio Broadcast Audio. Inf. Valerio Cesarini, Vincenzo Addati, Giovanni Costantini
2024	—	`conf`	Features of 3-D Phase Space Attractors as Descriptors of Chaotic Laws in Voice Signals for the AI-based Detection of Dysphonia. MetroInd4.0 & IoT Valerio Cesarini, Mattia Magliocchetti, Diego Calicchia, Federica Amato, Antonio Suppa, Francesco Asci, Luca Marsili, Giovanni Saggio, Giovanni Costantini
2024	—	`conf`	Multi-class Machine Learning Detection of Edema, Vocal Paralysis and Vocal Nodules through Voice. MetroInd4.0 & IoT Valerio Cesarini, Carlo Robotti, Giovanni Costantini
2023	J	`jnl`	Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison. Sensors Giovanni Costantini, Valerio Cesarini, Pietro Di Leo, Federica Amato, Antonio Suppa, Francesco Asci, Antonio Pisani, Alessandra Calculli, Giovanni Saggio
2023	—	`conf`	Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques. MetroInd4.0&IoT Valerio Cesarini, Giovanni Costantini, Federica Amato, Vito Errico, Luca Pietrosanti, Alexandre Calado, Roberto Massa, Erica Frezza, Fernanda Irrera, Alessandro Manoni, Giovanni Saggio
2023	—	`conf`	Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space. MetroInd4.0&IoT Federica Amato, Valerio Cesarini, Luca Pietrosanti, Giovanni Costantini, Gabriella Olmo, Giovanni Saggio
2023	J	`jnl`	High-Level CNN and Machine Learning Methods for Speaker Recognition. Sensors Giovanni Costantini, Valerio Cesarini, Emanuele Brenna
2023	J	`jnl`	Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey. Expert Syst. Appl. Federica Amato, Giovanni Saggio, Valerio Cesarini, Gabriella Olmo, Giovanni Costantini
2022	—	`conf`	A Subset of Acoustic Features for Machine Learning-based and Statistical Approaches in Speech Emotion Recognition. BIOSIGNALS Giovanni Costantini, Valerio Cesarini, Daniele Casali
2022	J	`jnl`	Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures. Knowl. Based Syst. 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
2022	—	`conf`	Machine Learning-based Study of Dysphonic Voices for the Identification and Differentiation of Vocal Cord Paralysis and Vocal Nodules. BIOSIGNALS Valerio Cesarini, Carlo Robotti, Ylenia Piromalli, Francesco Mozzanica, Antonio Schindler, Giovanni Saggio, Giovanni Costantini
2022	—	`conf`	Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach. MeMeA Federica Amato, Maria Fasani, Glauco Raffaelli, Valerio Cesarini, Gabriella Olmo, Nicola Di Lorenzo, Giovanni Costantini, Giovanni Saggio
2022	J	`jnl`	The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning. Sensors Giovanni Costantini, Emilia Parada-Cabaleiro, Daniele Casali, Valerio Cesarini
2021	—	`conf`	A Machine Learning-Based Voice Analysis for the Detection of Dysphagia Biomarkers. MetroInd4.0&IoT Valerio Cesarini, Niccolò Casiddu, Claudia Porfirione, Giulia Massazza, Giovanni Saggio, Giovanni Costantini
2021	—	`conf`	NMF Based System for Speaker Identification. MetroInd4.0&IoT Giovanni Costantini, Valerio Cesarini, Fabio Paolizzo