Giovanni Costantini

62 papers A 1B 2Journal 26Unranked 33

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
2023	J	`jnl`	Optical Channeling of Low Energy Antiprotons in Thin Crystal Targets. Symmetry Andrea Bianconi, Giovanni Costantini, Giulia Gosta, Marco Leali, Valerio Mascagna, Stefano Migliorati, Luca Venturelli
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`	A New Multilabel System for Automatic Music Emotion Recognition. MetroInd4.0&IoT Fabio Paolizzo, Natalia Pichierri, Daniele Giardino, Marco Matta, Daniele Casali, Giovanni Costantini
2021	J	`jnl`	An Interferometric Method for Particle Mass Measurements. Symmetry Eleonora Pasino, Simone Cialdi, Giovanni Costantini, Rafael Ferragut, Marco Giammarchi, Stefano Migliorati, Massimiliano Romé, Timothy Savas, Valerio Toso
2021	—	`conf`	Automatic Emotion Recognition from DEMoS Corpus by Machine Learning Analysis of Selected Vocal Features. BIOSIGNALS Giovanni Costantini, Emilia Parada-Cabaleiro, Daniele Casali
2021	—	`conf`	Machine Learning based Voice Analysis in Spasmodic Dysphonia: An Investigation of Most Relevant Features from Specific Vocal Tasks. BIOSIGNALS Giovanni Costantini, Pietro Di Leo, Francesco Asci, Zakarya Zarezadeh, Luca Marsili, Vito Errico, Antonio Suppa, Giovanni Saggio
2021	—	`conf`	NMF Based System for Speaker Identification. MetroInd4.0&IoT Giovanni Costantini, Valerio Cesarini, Fabio Paolizzo
2020	J	`jnl`	DEMoS: an Italian emotional speech corpus. Lang. Resour. Evaluation Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Maximilian Schmitt, Björn W. Schuller
2020	J	`jnl`	Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender. Sensors Francesco Asci, Giovanni Costantini, Pietro Di Leo, Alessandro Zampogna, Giovanni Ruoppolo, Alfredo Berardelli, Giovanni Saggio, Antonio Suppa
2019	J	`jnl`	Body-worn triaxial accelerometer coherence and reliability related to static posturography in unilateral vestibular failure. CoRR Marco Alessandrini, Alessandro Micarelli, Andrea Viziano, I. Pavone, Giovanni Costantini, Daniele Casali, Fabio Paolizzo, Giovanni Saggio
2019	J	`jnl`	Multilabel Automated Recognition of Emotions Induced Through Music. CoRR Fabio Paolizzo, Natalia Pichierri, Daniele Casali, Daniele Giardino, Marco Matta, Giovanni Costantini
2019	J	`jnl`	Particle diffusion Monte Carlo (PDMC). Monte Carlo Methods Appl. Zakarya Zarezadeh, Giovanni Costantini
2019	J	`jnl`	Statistical Complexity of Boolean Cellular Automata with Short-Term Reaction-Diffusion Memory on a Square Lattice. Complex Syst. Zakarya Zarezadeh, Giovanni Costantini
2019	J	`jnl`	Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System. CoRR Giovanni Costantini, Daniele Casali, Fabio Paolizzo, Marco Alessandrini, Alessandro Micarelli, Andrea Viziano, Giovanni Saggio
2018	—	`conf`	A Sensor Which Can Be Varied in Humidity Sensitivity - A First Experience Paving the Way to New Chemical Sensors? BIOSIGNALS Giovanni Saggio, Arnaldo D'Amico, Vito Errico, Giovanni Costantini, Giorgio Pennazza, Alessandro Zompanti, Marco Santonico
2018	A	`conf`	Categorical vs Dimensional Perception of Italian Emotional Speech. INTERSPEECH Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Alice Baird, Björn W. Schuller
2018	—	`conf`	Identifying Emotions in Opera Singing: Implications of Adverse Acoustic Conditions. ISMIR Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Simone Hantke, Giovanni Costantini, Klaus R. Scherer, Björn W. Schuller
2015	—	`conf`	Sources Separation of Mono Signal based on Convolutive NMF. IJCCI (NCTA) Giovanni Costantini, Massimiliano Todisco, Giovanni Saggio
2014	B	`conf`	EMOVO Corpus: an Italian Emotional Speech Database. LREC Giovanni Costantini, Iacopo Iaderola, Andrea Paoloni, Massimiliano Todisco
2014	J	`jnl`	Recurrent neural network for approximate nonnegative matrix factorization. Neurocomputing Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco
2014	—	`conf`	Sensor Reduction on EMG-based Hand Gesture Classification. IJCCI (NCTA) Giovanni Costantini, Giovanni Saggio, Lucia Rita Quitadamo, Daniele Casali, Alberto Leggieri, Emanuele Gruppioni
2014	J	`jnl`	Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure. Knowl. Based Syst. Arianna Mencattini, Eugenio Martinelli, Giovanni Costantini, Massimiliano Todisco, Barbara Basile, Marco Bozzali, Corrado Di Natale
2014	—	`conf`	Surgical Skill Evaluation by Means of a Sensory Glove and a Neural Network. IJCCI (NCTA) Giovanni Costantini, Giovanni Saggio, Laura Sbernini, Nicola Di Lorenzo, Franco Di Paolo, Daniele Casali
2014	—	`conf`	Towards an Objective Tool for Evaluating the Surgical Skill. IJCCI (Selected Papers) Giovanni Costantini, Giovanni Saggio, Laura Sbernini, Nicola Di Lorenzo, Daniele Casali
2012	B	`conf`	Intelligibility assessment in forensic applications. LREC Giovanni Costantini, Andrea Paoloni, Massimiliano Todisco
2012	—	`conf`	Single-sided objective speech intelligibility assessment based on Sparse signal representation. MLSP Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti, Andrea Paoloni, Giovanni Saggio
2011	—	`conf`	Complexity Reduction in Control of Human Hand Prosthesis for a Limited Set of Gestures. HEALTHINF Giovanni Saggio, Pietro Cavallo, Daniele Casali, Giovanni Costantini
2010	—	`conf`	Comparison of Different Classifiers on a Reduced Set of Features for Mental Tasks-based Brain Computer Interface. BIOSIGNALS Giovanni Saggio, Pietro Cavallo, Giovanni Costantini, Gianluca Susi, Lucia Rita Quitadamo, Maria Grazia Marciani, Luigi Bianchi
2010	—	`conf`	SVM Evaluation for Brain Computer Interface Systems. BIOSIGNALS Mario Salerno, Giovanni Costantini, Daniele Casali, Giancarlo Orengo, Pietro Cavallo, Giovanni Saggio, Luigi Bianchi, Lucia Rita Quitadamo, Maria Grazia Marciani
2009	J	`jnl`	Event based transcription system for polyphonic piano music. Signal Process. Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco
2009	—	`conf`	On the use of memory for detecting musical notes in polyphonic piano music. ECCTD Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti
2009	—	`conf`	SVM Classification of EEG Signals for Brain Computer Interface. WIRN Giovanni Costantini, Massimiliano Todisco, Daniele Casali, Massimo Carota, Giovanni Saggio, Luigi Bianchi, M. Abbafati, Lucia Rita Quitadamo
2009	—	`conf`	Transcription of polyphonic piano music by means of memory-based classification method. WIRN Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti
2008	J	`jnl`	Quasi-Lagrangian Neural Network for Convex Quadratic Optimization. IEEE Trans. Neural Networks Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco
2007	—	`conf`	A CNN-based Algorithm for Moving Object Detection in Stereovision Applications. ECCTD Giovanni Costantini, Daniele Casali, Massimo Carota, Renzo Perfetti
2007	J	`jnl`	Cellular Neural Networks With Virtual Template Expansion for Retinal Vessel Segmentation. IEEE Trans. Circuits Syst. II Express Briefs Renzo Perfetti, Elisa Ricci, Daniele Casali, Giovanni Costantini
2007	—	`conf`	Discrimination Between Human Functional Ability/Disability by means of Different Classification Methodologies. ECCTD Giovanni Costantini, Massimo Carota, Giovanni Maccioni, Daniele Giansanti
2006	J	`jnl`	Associative Memory Design Using Support Vector Machines. IEEE Trans. Neural Networks Daniele Casali, Giovanni Costantini, Renzo Perfetti, Elisa Ricci
2006	J	`jnl`	Associative memory design for 256 gray-level images using a multilayer neural network. IEEE Trans. Neural Networks Giovanni Costantini, Daniele Casali, Renzo Perfetti
2006	J	`jnl`	Reading the footprints of strained islands. Microelectron. J. Armando Rastelli, Mathieu Stoffel, G. Katsaros, J. Tersoff, U. Denker, T. Merdzhanova, Gouri Sankar Kar, Giovanni Costantini, K. Kern, H. von Känel
2006	—	`conf`	Towards the Investigation of Kinematic Parameters from an Integrated Measurement Unit for the Classification of the Rising From the Chair. EMBC Daniele Giansanti, Giovanni Maccioni, Velio Macellari, Giovanni Costantini, Massimo Carota
2005	—	`conf`	A cellular neural network based character recognition system. ECCTD Daniele Casali, Giovanni Costantini, Massimo Carota
2005	—	`conf`	A customizable tool for cellular nonlinear network simulation. ECCTD Mario Salerno, Daniele Casali, Giovanni Costantini, Massimo Carota
2004	J	`jnl`	Analogic CNN algorithm for estimating position and size of moving objects. Int. J. Circuit Theory Appl. Giovanni Costantini, Daniele Casali, Renzo Perfetti
2003	—	`conf`	Adaptive room acoustic response simulation: a virtual 3D application. NNSP Giovanni Costantini, Daniele Casali, Aurelio Uncini
2003	J	`jnl`	Neural associative memory storing gray-coded gray-scale images. IEEE Trans. Neural Networks Giovanni Costantini, Daniele Casali, Renzo Perfetti
2003	—	`conf`	Recognition of musical instruments by generalized min-max classifiers. NNSP Giovanni Costantini, Antonello Rizzi, Daniele Casali
1998	—	`conf`	A New Interactive Performance System for Real-time Sound Synthesis. ICMC Giorgio Nottoli, Mario Salerno, Giovanni Costantini