Giovanni Costantini

Orcid: 0000-0001-8675-5532

According to our database1, Giovanni Costantini authored at least 60 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Multi-class Machine Learning Detection of Edema, Vocal Paralysis and Vocal Nodules through Voice.
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.
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.
Expert Syst. Appl., June, 2023

High-Level CNN and Machine Learning Methods for Speaker Recognition.
Sensors, April, 2023

Optical Channeling of Low Energy Antiprotons in Thin Crystal Targets.
Symmetry, February, 2023

Artificial Intelligence-Based Voice Assessment of Patients with Parkinson's Disease Off and On Treatment: Machine vs. Deep-Learning Comparison.
Sensors, February, 2023

Automatic Detection of Myotonia using a Sensory Glove with Resistive Flex Sensors and Machine Learning Techniques.
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.
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.
Sensors, 2022

Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures.
Knowl. Based Syst., 2022

Obesity and Gastro-Esophageal Reflux voice disorders: a Machine Learning approach.
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.
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.
Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021
An Interferometric Method for Particle Mass Measurements.
Symmetry, 2021

A New Multilabel System for Automatic Music Emotion Recognition.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021

NMF Based System for Speaker Identification.
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.
Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2021

Automatic Emotion Recognition from DEMoS Corpus by Machine Learning Analysis of Selected Vocal Features.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Machine Learning based Voice Analysis in Spasmodic Dysphonia: An Investigation of Most Relevant Features from Specific Vocal Tasks.
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

2020
Machine-Learning Analysis of Voice Samples Recorded through Smartphones: The Combined Effect of Ageing and Gender.
Sensors, 2020

DEMoS: an Italian emotional speech corpus.
Lang. Resour. Evaluation, 2020

2019
Particle diffusion Monte Carlo (PDMC).
Monte Carlo Methods Appl., 2019

Towards the Enhancement of Body Standing Balance Recovery by Means of a Wireless Audio-Biofeedback System.
CoRR, 2019

Body-worn triaxial accelerometer coherence and reliability related to static posturography in unilateral vestibular failure.
CoRR, 2019

Multilabel Automated Recognition of Emotions Induced Through Music.
CoRR, 2019

Statistical Complexity of Boolean Cellular Automata with Short-Term Reaction-Diffusion Memory on a Square Lattice.
Complex Syst., 2019

2018
Identifying Emotions in Opera Singing: Implications of Adverse Acoustic Conditions.
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Categorical vs Dimensional Perception of Italian Emotional Speech.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

A Sensor Which Can Be Varied in Humidity Sensitivity - A First Experience Paving the Way to New Chemical Sensors?
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2015
Sources Separation of Mono Signal based on Convolutive NMF.
Proceedings of the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 2015

2014
Speech emotion recognition using amplitude modulation parameters and a combined feature selection procedure.
Knowl. Based Syst., 2014

Recurrent neural network for approximate nonnegative matrix factorization.
Neurocomputing, 2014

EMOVO Corpus: an Italian Emotional Speech Database.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Surgical Skill Evaluation by Means of a Sensory Glove and a Neural Network.
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014

Towards an Objective Tool for Evaluating the Surgical Skill.
Proceedings of the Computational Intelligence - International Joint Conference, 2014

Sensor Reduction on EMG-based Hand Gesture Classification.
Proceedings of the NCTA 2014 - Proceedings of the International Conference on Neural Computation Theory and Applications, part of IJCCI 2014, Rome, Italy, 22, 2014

2012
Single-sided objective speech intelligibility assessment based on Sparse signal representation.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012

Intelligibility assessment in forensic applications.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

2011
Complexity Reduction in Control of Human Hand Prosthesis for a Limited Set of Gestures.
Proceedings of the HEALTHINF 2011, 2011

2010
SVM Evaluation for Brain Computer Interface Systems.
Proceedings of the BIOSIGNALS 2010, 2010

Comparison of Different Classifiers on a Reduced Set of Features for Mental Tasks-based Brain Computer Interface.
Proceedings of the BIOSIGNALS 2010, 2010

2009
Event based transcription system for polyphonic piano music.
Signal Process., 2009

Transcription of polyphonic piano music by means of memory-based classification method.
Proceedings of the Neural Nets WIRN09, 2009

SVM Classification of EEG Signals for Brain Computer Interface.
Proceedings of the Neural Nets WIRN09, 2009

On the use of memory for detecting musical notes in polyphonic piano music.
Proceedings of the 19th European Conference on Circuit Theory and Design, 2009

2008
Quasi-Lagrangian Neural Network for Convex Quadratic Optimization.
IEEE Trans. Neural Networks, 2008

2007
Cellular Neural Networks With Virtual Template Expansion for Retinal Vessel Segmentation.
IEEE Trans. Circuits Syst. II Express Briefs, 2007

Discrimination Between Human Functional Ability/Disability by means of Different Classification Methodologies.
Proceedings of the 18th European Conference on Circuit Theory and Design, 2007

A CNN-based Algorithm for Moving Object Detection in Stereovision Applications.
Proceedings of the 18th European Conference on Circuit Theory and Design, 2007

2006
Associative memory design for 256 gray-level images using a multilayer neural network.
IEEE Trans. Neural Networks, 2006

Associative Memory Design Using Support Vector Machines.
IEEE Trans. Neural Networks, 2006

Reading the footprints of strained islands.
Microelectron. J., 2006

Towards the Investigation of Kinematic Parameters from an Integrated Measurement Unit for the Classification of the Rising From the Chair.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

2005
A customizable tool for cellular nonlinear network simulation.
Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005

A cellular neural network based character recognition system.
Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005

2004
Analogic CNN algorithm for estimating position and size of moving objects.
Int. J. Circuit Theory Appl., 2004

2003
Neural associative memory storing gray-coded gray-scale images.
IEEE Trans. Neural Networks, 2003

Recognition of musical instruments by generalized min-max classifiers.
Proceedings of the NNSP 2003, 2003

Adaptive room acoustic response simulation: a virtual 3D application.
Proceedings of the NNSP 2003, 2003

1998
A New Interactive Performance System for Real-time Sound Synthesis.
Proceedings of the 1998 International Computer Music Conference, 1998


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