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Research projects
2022-2023, Open data repositories for cultural heritage, funded by PON program (Italian Ministery of Higher Education) in collaboration with MIA lab, University of La Rochelle, France, Role- Senior Researcher (Grade A)
Description- This project aims to design and develop an open data archive for archaeological artefacts collected in the different missions carried out by the teams of the Centro di Servizi Interdipartimentali per l'Archeologia (CISA) of the University of Naples L'Orientale. In addition to the online publication of the open data repository, some collections of archaeological artefacts were used to create a computer vision model for object detection and classification.
Research projects
2019-2021, Short-Term urban traffic forecasting, funding by University of Genoa, Project Leader- Prof. Francesco Masulli, Role- Full-time research
Description- This project aimed to create models for monitoring road traffic in the city of Genoa, Italy. One of the main applications developed was audio surveillance using semi-supervised learning to detect traffic accidents and other dangerous events.
2018-2019, Anomaly Detection in Unlimited Data Streams, funding by ERASMUS+, Project Leader- Prof. Stefano Rovetta, Role- Visiting researcher
Description- The aim of this project was to investigate methods for the detection of anomalies in continuous data streams. One of the main applications concerned the detection of emotions in speech signals using fuzzy clustering.
Research projects
2015-2018, Design and development of an integrated system for Arabic Text-To-Speech, funded by CMCU (Tunisia and France), in collaboration with LORIA-INRIA and University of Lorraine, France, Role- Principal investigator (Tunisian part)
Ph.D co-supervision
2017-2022, Mrs. Ikbel Hadj Ali, Arabic speech synthesis using deep learning (defended on July, 2nd, 2022)
2016-2021, Mrs. Raja Abdelmalek, Studying the optimal conditions for signal reconstruction from partial spectral data (defended on April, 10th, 2021)
2015-2020, Mrs. Amal Houidhek, Parametric Arabic Speech Synthesis, in co-tutoring with University of Lorraine, France (defended on Feb, 11th, 2020)
2015-2020, Mrs. Imene Zangar, Prosody modeling using DNN for parametric arabic speech synthesis, in co-tutoring with University of Lorraine, France
Msc. thesis supervision
2016 - 2017, Ons Memni, Evaluation of the influence of prosodic parameters on the quality of Arabic speech synthesis
2016 - 2017, Chayma Najjar, Detection of the instantaneous frequency of a speech signal speech
2015 - 2016, Ikbel Hadj Ali, Analysis, Annotation and labeling of an Arabic Arabic speech corpus for speech synthesis
2014 - 2015, Raja Abdelmalek, Arabic speech synthesis by unit selection
2014 - 2015, Fatma Ben Hassine, Implementation of a voice synthesis system on an embedded system
2012 - 2013, Imene Zangar, Generation of prosodic parameters by HMM for Arabic speech synthesis
2012 - 2013, Souad Jemai, Implementation of a concatenative Arabic speech synthesis tool
2012 - 2013, Mariem Chaabani, Speech synthesis by signal reconstruction from the phase or amplitude spectral envelope
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