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ORCIDGiovanni Costantini
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2020 – today
- 2025
[j22]Federica Amato, Valerio Cesarini, Gabriella Olmo, Giovanni Saggio, Giovanni Costantini:
Beyond breathalyzers: AI-powered speech analysis for alcohol intoxication detection. Expert Syst. Appl. 262: 125656 (2025)- 2024
- [c36]Valerio Cesarini, Carlo Robotti, Giovanni Costantini:
Multi-class Machine Learning Detection of Edema, Vocal Paralysis and Vocal Nodules through Voice. MetroInd4.0 & IoT 2024: 430-434 - [c35]Valerio Cesarini, Mattia Magliocchetti, Diego Calicchia, Federica Amato, Antonio Suppa, Francesco Asci, Luca Marsili, Giovanni Saggio, Giovanni Costantini:
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 2024: 435-439 - 2023
- [j21]Federica Amato
, Giovanni Saggio, Valerio Cesarini, Gabriella Olmo, Giovanni Costantini:
Machine learning- and statistical-based voice analysis of Parkinson's disease patients: A survey. Expert Syst. Appl. 219: 119651 (2023) - [j20]Giovanni Costantini, Valerio Cesarini, Pietro Di Leo, Federica Amato, Antonio Suppa, Francesco Asci, Antonio Pisani, Alessandra Calculli, Giovanni Saggio:
Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison. Sensors 23(4): 2293 (2023) - [j19]Giovanni Costantini, Valerio Cesarini, Emanuele Brenna:
High-Level CNN and Machine Learning Methods for Speaker Recognition. Sensors 23(7): 3461 (2023) - [j18]Andrea Bianconi, Giovanni Costantini, Giulia Gosta, Marco Leali, Valerio Mascagna, Stefano Migliorati, Luca Venturelli:
Optical Channeling of Low Energy Antiprotons in Thin Crystal Targets. Symmetry 15(3): 724 (2023) - [c34]Valerio Cesarini, Giovanni Costantini, Federica Amato, Vito Errico, Luca Pietrosanti, Alexandre Calado, Roberto Massa, Erica Frezza, Fernanda Irrera, Alessandro Manoni, Giovanni Saggio:
Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques. MetroInd4.0&IoT 2023: 194-199 - [c33]Federica Amato, Valerio Cesarini, Luca Pietrosanti, Giovanni Costantini, Gabriella Olmo, Giovanni Saggio:
Hallmarks of Parkinson's disease progression determined by temporal evolution of speech attractors in the reconstructed phase-space. MetroInd4.0&IoT 2023: 270-274 - 2022
- [j17]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:
Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures. Knowl. Based Syst. 253: 109539 (2022) - [j16]Giovanni Costantini, Emilia Parada-Cabaleiro, Daniele Casali, Valerio Cesarini:
The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning. Sensors 22(7): 2461 (2022) - [c32]Giovanni Costantini, Valerio Cesarini, Daniele Casali:
A Subset of Acoustic Features for Machine Learning-based and Statistical Approaches in Speech Emotion Recognition. BIOSIGNALS 2022: 257-264 - [c31]Valerio Cesarini, Carlo Robotti, Ylenia Piromalli, Francesco Mozzanica, Antonio Schindler, Giovanni Saggio, Giovanni Costantini:
Machine Learning-based Study of Dysphonic Voices for the Identification and Differentiation of Vocal Cord Paralysis and Vocal Nodules. BIOSIGNALS 2022: 265-272 - [c30]Federica Amato, Maria Fasani, Glauco Raffaelli, Valerio Cesarini, Gabriella Olmo, Nicola Di Lorenzo, Giovanni Costantini, Giovanni Saggio:
Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach. MeMeA 2022: 1-6 - 2021
- [j15]Eleonora Pasino, Simone Cialdi, Giovanni Costantini, Rafael Ferragut, Marco Giammarchi, Stefano Migliorati, Massimiliano Romé, Timothy Savas, Valerio Toso:
An Interferometric Method for Particle Mass Measurements. Symmetry 13(7): 1232 (2021) - [c29]Giovanni Costantini, Pietro Di Leo, Francesco Asci, Zakarya Zarezadeh, Luca Marsili, Vito Errico, Antonio Suppa, Giovanni Saggio:
Machine Learning based Voice Analysis in Spasmodic Dysphonia: An Investigation of Most Relevant Features from Specific Vocal Tasks. BIOSIGNALS 2021: 103-113 - [c28]Giovanni Costantini, Emilia Parada-Cabaleiro, Daniele Casali:
Automatic Emotion Recognition from DEMoS Corpus by Machine Learning Analysis of Selected Vocal Features. BIOSIGNALS 2021: 357-364 - [c27]Valerio Cesarini, Niccolò Casiddu, Claudia Porfirione, Giulia Massazza, Giovanni Saggio, Giovanni Costantini:
A Machine Learning-Based Voice Analysis for the Detection of Dysphagia Biomarkers. MetroInd4.0&IoT 2021: 407-411 - [c26]Giovanni Costantini, Valerio Cesarini, Fabio Paolizzo:
NMF Based System for Speaker Identification. MetroInd4.0&IoT 2021: 620-624 - [c25]Fabio Paolizzo, Natalia Pichierri, Daniele Giardino, Marco Matta, Daniele Casali, Giovanni Costantini:
A New Multilabel System for Automatic Music Emotion Recognition. MetroInd4.0&IoT 2021: 625-629 - 2020
- [j14]Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Maximilian Schmitt, Björn W. Schuller:
DEMoS: an Italian emotional speech corpus. Lang. Resour. Evaluation 54(2): 341-383 (2020) - [j13]Francesco Asci, Giovanni Costantini, Pietro Di Leo, Alessandro Zampogna, Giovanni Ruoppolo, Alfredo Berardelli, Giovanni Saggio, Antonio Suppa:
Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender. Sensors 20(18): 5022 (2020)
2010 – 2019
- 2019
- [j12]Zakarya Zarezadeh, Giovanni Costantini:
Statistical Complexity of Boolean Cellular Automata with Short-Term Reaction-Diffusion Memory on a Square Lattice. Complex Syst. 28(3) (2019) - [j11]Zakarya Zarezadeh, Giovanni Costantini:
Particle diffusion Monte Carlo (PDMC). Monte Carlo Methods Appl. 25(2): 121-130 (2019) - [i3]Fabio Paolizzo, Natalia Pichierri, Daniele Casali, Daniele Giardino, Marco Matta, Giovanni Costantini:
Multilabel Automated Recognition of Emotions Induced Through Music. CoRR abs/1905.12629 (2019) - [i2]Marco Alessandrini, Alessandro Micarelli, Andrea Viziano, I. Pavone, Giovanni Costantini, Daniele Casali, Fabio Paolizzo, Giovanni Saggio:
Body-worn triaxial accelerometer coherence and reliability related to static posturography in unilateral vestibular failure. CoRR abs/1907.11166 (2019) - [i1]Giovanni Costantini, Daniele Casali, Fabio Paolizzo, Marco Alessandrini, Alessandro Micarelli, Andrea Viziano, Giovanni Saggio:
Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System. CoRR abs/1907.11542 (2019) - 2018
- [c24]Giovanni Saggio, Arnaldo D'Amico, Vito Errico, Giovanni Costantini, Giorgio Pennazza, Alessandro Zompanti, Marco Santonico:
A Sensor Which Can Be Varied in Humidity Sensitivity - A First Experience Paving the Way to New Chemical Sensors? BIOSIGNALS 2018: 113-118 - [c23]Emilia Parada-Cabaleiro, Giovanni Costantini, Anton Batliner, Alice Baird, Björn W. Schuller:
Categorical vs Dimensional Perception of Italian Emotional Speech. INTERSPEECH 2018: 3638-3642 - [c22]Emilia Parada-Cabaleiro, Maximilian Schmitt, Anton Batliner, Simone Hantke, Giovanni Costantini, Klaus R. Scherer, Björn W. Schuller:
Identifying Emotions in Opera Singing: Implications of Adverse Acoustic Conditions. ISMIR 2018: 376-382 - 2015
- [c21]Giovanni Costantini, Massimiliano Todisco, Giovanni Saggio:
Sources Separation of Mono Signal based on Convolutive NMF. IJCCI (NCTA) 2015: 79-82 - 2014
- [j10]Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco:
Recurrent neural network for approximate nonnegative matrix factorization. Neurocomputing 138: 238-247 (2014) - [j9]Arianna Mencattini, Eugenio Martinelli, Giovanni Costantini, Massimiliano Todisco, Barbara Basile, Marco Bozzali, Corrado Di Natale:
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure. Knowl. Based Syst. 63: 68-81 (2014) - [c20]Giovanni Costantini, Giovanni Saggio, Laura Sbernini, Nicola Di Lorenzo, Franco Di Paolo, Daniele Casali:
Surgical Skill Evaluation by Means of a Sensory Glove and a Neural Network. IJCCI (NCTA) 2014: 105-110 - [c19]Giovanni Costantini, Giovanni Saggio, Lucia Rita Quitadamo, Daniele Casali, Alberto Leggieri, Emanuele Gruppioni:
Sensor Reduction on EMG-based Hand Gesture Classification. IJCCI (NCTA) 2014: 138-143 - [c18]Giovanni Costantini, Giovanni Saggio, Laura Sbernini, Nicola Di Lorenzo, Daniele Casali:
Towards an Objective Tool for Evaluating the Surgical Skill. IJCCI (Selected Papers) 2014: 325-335 - [c17]Giovanni Costantini, Iacopo Iaderola, Andrea Paoloni, Massimiliano Todisco:
EMOVO Corpus: an Italian Emotional Speech Database. LREC 2014: 3501-3504 - 2012
- [c16]Giovanni Costantini, Andrea Paoloni, Massimiliano Todisco:
Intelligibility assessment in forensic applications. LREC 2012: 4113-4116 - [c15]Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti, Andrea Paoloni, Giovanni Saggio:
Single-sided objective speech intelligibility assessment based on Sparse signal representation. MLSP 2012: 1-6 - 2011
- [c14]Giovanni Saggio, Pietro Cavallo, Daniele Casali, Giovanni Costantini:
Complexity Reduction in Control of Human Hand Prosthesis for a Limited Set of Gestures. HEALTHINF 2011: 242-247 - 2010
- [c13]Giovanni Saggio, Pietro Cavallo, Giovanni Costantini, Gianluca Susi, Lucia Rita Quitadamo, Maria Grazia Marciani, Luigi Bianchi:
Comparison of Different Classifiers on a Reduced Set of Features for Mental Tasks-based Brain Computer Interface. BIOSIGNALS 2010: 174-179 - [c12]Mario Salerno, Giovanni Costantini, Daniele Casali, Giancarlo Orengo, Pietro Cavallo, Giovanni Saggio, Luigi Bianchi, Lucia Rita Quitadamo, Maria Grazia Marciani:
SVM Evaluation for Brain Computer Interface Systems. BIOSIGNALS 2010: 240-244
2000 – 2009
- 2009
- [j8]Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco:
Event based transcription system for polyphonic piano music. Signal Process. 89(9): 1798-1811 (2009) - [c11]Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti:
On the use of memory for detecting musical notes in polyphonic piano music. ECCTD 2009: 806-809 - [c10]Giovanni Costantini, Massimiliano Todisco, Renzo Perfetti:
Transcription of polyphonic piano music by means of memory-based classification method. WIRN 2009: 91-100 - [c9]Giovanni Costantini, Massimiliano Todisco, Daniele Casali, Massimo Carota, Giovanni Saggio, Luigi Bianchi, M. Abbafati, Lucia Rita Quitadamo:
SVM Classification of EEG Signals for Brain Computer Interface. WIRN 2009: 229-233 - 2008
- [j7]Giovanni Costantini, Renzo Perfetti, Massimiliano Todisco:
Quasi-Lagrangian Neural Network for Convex Quadratic Optimization. IEEE Trans. Neural Networks 19(10): 1804-1809 (2008) - 2007
- [j6]Renzo Perfetti, Elisa Ricci, Daniele Casali, Giovanni Costantini:
Cellular Neural Networks With Virtual Template Expansion for Retinal Vessel Segmentation. IEEE Trans. Circuits Syst. II Express Briefs 54-II(2): 141-145 (2007) - [c8]Giovanni Costantini, Massimo Carota, Giovanni Maccioni, Daniele Giansanti:
Discrimination Between Human Functional Ability/Disability by means of Different Classification Methodologies. ECCTD 2007: 424-427 - [c7]Giovanni Costantini, Daniele Casali, Massimo Carota, Renzo Perfetti:
A CNN-based Algorithm for Moving Object Detection in Stereovision Applications. ECCTD 2007: 500-503 - 2006
- [j5]Armando Rastelli, Mathieu Stoffel, G. Katsaros, J. Tersoff, U. Denker, T. Merdzhanova, Gouri Sankar Kar, Giovanni Costantini, K. Kern, H. von Känel:
Reading the footprints of strained islands. Microelectron. J. 37(12): 1471-1476 (2006) - [j4]Giovanni Costantini, Daniele Casali, Renzo Perfetti:
Associative memory design for 256 gray-level images using a multilayer neural network. IEEE Trans. Neural Networks 17(2): 519-522 (2006) - [j3]Daniele Casali, Giovanni Costantini, Renzo Perfetti, Elisa Ricci:
Associative Memory Design Using Support Vector Machines. IEEE Trans. Neural Networks 17(5): 1165-1174 (2006) - [c6]Daniele Giansanti, Giovanni Maccioni, Velio Macellari, Giovanni Costantini, Massimo Carota:
Towards the Investigation of Kinematic Parameters from an Integrated Measurement Unit for the Classification of the Rising From the Chair. EMBC 2006: 1742-1745 - 2005
- [c5]Mario Salerno, Daniele Casali, Giovanni Costantini, Massimo Carota:
A customizable tool for cellular nonlinear network simulation. ECCTD 2005: 83-86 - [c4]Daniele Casali, Giovanni Costantini, Massimo Carota:
A cellular neural network based character recognition system. ECCTD 2005: 165-168 - 2004
- [j2]Giovanni Costantini, Daniele Casali, Renzo Perfetti:
Analogic CNN algorithm for estimating position and size of moving objects. Int. J. Circuit Theory Appl. 32(6): 509-522 (2004) - 2003
- [j1]Giovanni Costantini, Daniele Casali, Renzo Perfetti:
Neural associative memory storing gray-coded gray-scale images. IEEE Trans. Neural Networks 14(3): 703-707 (2003) - [c3]Giovanni Costantini, Antonello Rizzi, Daniele Casali:
Recognition of musical instruments by generalized min-max classifiers. NNSP 2003: 555-564 - [c2]Giovanni Costantini, Daniele Casali, Aurelio Uncini:
Adaptive room acoustic response simulation: a virtual 3D application. NNSP 2003: 667-676
1990 – 1999
- 1998
- [c1]Giorgio Nottoli, Mario Salerno, Giovanni Costantini:
A New Interactive Performance System for Real-time Sound Synthesis. ICMC 1998
Coauthor Index
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