Master's degree in Advanced Telecommunication Technologies (MATT)
Recent Submissions
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Deep Learning for Demographic Classification by Speech
(Universitat Politècnica de Catalunya, 2022-10-26)
Master thesis
Open AccessSpeech characterization is a challenging task and one of the most relevant challenges in AI. Moreover, it is a field of study with minimal scope in the Catalan language. In this work, we try to perform a demographic ... -
Graph neural networks for electroencephalogram analysis
(Universitat Politècnica de Catalunya, 2022-07-11)
Master thesis
Open AccessEl objetivo de este trabajo es proporcionar un modelo capaz de identificar la enfermedad de Alzheimer y el Deterioro Cognitivo Leve (DCL) en registros de electroencefalogramas (EEG). A pesar de que los EEGs son una de las ... -
Joint learning of depression and anxiety severity directly from speech signals
(Universitat Politècnica de Catalunya, 2023-01-30)
Master thesis
Open Access
Covenantee: King's College LondonAdvances in digital health and phenotyping technologies are crucial to ensureincreased access to high-quality mental health support services and treatment. Speech is uniquely placed in this regard, as no other mobile health ... -
Impact of the Shared Autonomous Vehicle Systems on the Smart Urban Mobility Deployment
(Universitat Politècnica de Catalunya, 2023-02-09)
Master thesis
Open AccessBreakthroughs in fully autonomous vehicle development are reaching and all-time high. The question is not if, but when this technology is will make it on the market. And the likely answer is soon. Although AVs are just a ... -
Performance analysis of V2X technologies 802.11p and LTE-PC5
(Universitat Politècnica de Catalunya, 2023-02-10)
Master thesis
Open AccessNowadays, Vehicular-to-Everything (V2X) communications are becoming an essential element to improve safe driving conditions and autonomous driving. This thesis presents a comparison of two V2X communication technologies: ... -
Robust solutions for audio fingerprinting
(Universitat Politècnica de Catalunya, 2023-02-01)
Master thesis
Open AccessThis project is focused on the development of an audio-denoising system to improve the robustness of audio fingerprinting algorithms. The state of the art on deep learning has advanced in the last years, specifically in ... -
Clothing tryon based on conditional generative networks
(Universitat Politècnica de Catalunya, 2022-10-31)
Master thesis
Restricted access - confidentiality agreementWith the growing tendency toward online clothing shopping, the number of clothing returns increase, making clothing retailers lose a lot of money. A virtual try-on can enrich the customer experience buying clothes online ... -
EEG seizure detection in paediatrics using deep convolutional neural networks
(Universitat Politècnica de Catalunya, 2022-10-14)
Master thesis
Restricted access - confidentiality agreement
Covenantee: University College, CorkNeonate seizure detection using tools such as machine learning is a well researched topic. However, there is still much to be known about how those detection models perform across different age ranges and if a generalised ... -
Development of a P2P-server protocol to optimize server resources in MPEG DASH streaming over WebRTC
(Universitat Politècnica de Catalunya, 2022-10-26)
Master thesis
Open AccessThe present work focuses its study in explore WebRTC as a video streaming transport layer instead over HTTP as indicated in MPEG-DASH standard. This work studies both, the possibility of using WebRTC to communicate servers ... -
Age prediction by voice using deep learning
(Universitat Politècnica de Catalunya, 2023-01-30)
Master thesis
Open AccessOne of the main topics in artificial intelligence is the speech characterization. Moreover, it is a field of study with the minimal scope when the Catalan language is involved in. In this project, we try to perform an age ... -
Analysis of social trends based on artificial intelligence techniques
(Universitat Politècnica de Catalunya, 2022-10-25)
Master thesis
Open AccessIn order to analyze and extract information about social trends in the Spanish and Portuguese environment from an objective point of view, the implementation of this project was requested. This consists of extracting ... -
Detection of nework attacks using graph neural networks
(Universitat Politècnica de Catalunya, 2023-01-20)
Master thesis
Open AccessThe last few years have seen an increasing wave of attacks with serious economic and privacy damages, which evinces the need for accurate Network Intrusion Detection Systems (NIDS). Recent works proposed the use of Machine ...
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