Enviaments recents

  • A Unified ML-Hybrid Data Framework 

    Ferrer Vázquez, Silvia (Universitat Politècnica de Catalunya, 2023-09-08)
    Treball Final de Grau
    Accés obert
    Realitzat a/amb:   Technische Universität Berlin
    In this work, we present a knowledge graph in a UI linked to a novel hybrid data framework, primarily designed to facilitate the communication between human agents and artificial intelligence entities.
  • Seamless transition to post-quantum resistant: implementing digital signatures for pdf documents Using PQ algorithms 

    Morales Rivero, Xavier (Universitat Politècnica de Catalunya, 2023-07-06)
    Treball Final de Grau
    Accés obert
    Realitzat a/amb:   Entrust Datacard
    During these past years, the internet has had an enormous importance in current society. Large amounts of information are shared on this virtual agora, in which people interacts all across the globe at full speed. Nevertheless, ...
  • Renewable energy generation forecasting utilizing machine learning approaches 

    Delgado de la Puente, Sergi (Universitat Politècnica de Catalunya, 2024-02-02)
    Treball Final de Grau
    Accés restringit per acord de confidencialitat
  • Algorisme de deep learning utilitzant variational autoencoders entrenats amb dades satèl·lit de l'ESA 

    Bardají Bofill, Isi (Universitat Politècnica de Catalunya, 2024-02-02)
    Treball Final de Grau
    Accés obert
    This remote sensing project, carried out at CommSensLab, has focused on developing a deep learning algorithm using variational autoencoders with data from ESA's SENTINEL-2 mission. The models trained with and without the ...
  • Data Augmentation for Speech Processing 

    Sánchez Shiromizu, Lucas Takanori (Universitat Politècnica de Catalunya, 2023-07-07)
    Treball Final de Grau
    Accés obert
    Desarrollo de un programa de augmentación de datos para sistemas de processado del habla
  • Optimización acústica de un estudio para la grabación y producción musical. 

    Milla Terré, David (Universitat Politècnica de Catalunya, 2023-07-07)
    Treball Final de Grau
    Accés obert
    This project will study, based on acoustic measurements and simulations, the acoustic characteristics of an existing space with the aim of converting it into a studio for music recording and production. A physical intervention ...
  • Detection and localization of image manipulations: Image forensic techniques 

    Calsina Gamiz, Inés (Universitat Politècnica de Catalunya, 2023-07-07)
    Treball Final de Grau
    Accés obert
    Realitzat a/amb:   Politecnico di Milano
    The Noiseprint method is an image forensic technique that extracts the noise residual pattern which contents the camera model fingerprint. This fingerprint is represented by a set of traces left on the image by the camera ...
  • Generation of synthetic high-resolution echocardiograms using Video Diffusion Models 

    Olivé Pellicer, Alexandre (Universitat Politècnica de Catalunya, 2023-07-07)
    Treball Final de Grau
    Accés obert
    Realitzat a/amb:   Purdue University
    The echocardiogram is a video sequence of a human patient’s heart captured using ultrasound imaging. Echocardiograms can show the position and movement of the membranes, blood vessels, and cavities of human patients’ hearts. ...
  • High Voltage Battery Management System for Formula Student 

    Fortó Cornella, Marc (Universitat Politècnica de Catalunya, 2023-07-07)
    Treball Final de Grau
    Accés restringit per acord de confidencialitat
    This thesis explains the design of the hardware and software of the High Voltage Battery Management System (BMS) for the BCN eMotorsport formula student team during the 2022/23 season.
  • Desarrollo de un algoritmo de series temporales para el análisis de roturas de stock usando big data 

    Argelich Muntané, Albert (Universitat Politècnica de Catalunya, 2023-07-06)
    Treball Final de Grau
    Accés obert
    This work explains how to develop a sales prediction algorithm and products out of stock detection in a store, a phenomenon commonly known as stockouts, based on Sell-Out data, a dataset of product sales in the store, ...
  • Orientation estimation of a sound source 

    Gonzalez Bosch, Bernat (Universitat Politècnica de Catalunya, 2023-07-07)
    Treball Final de Grau
    Accés obert
    This study highlights the development of an algorithm for lightweight calculation of orientation in an audio environment. It estimates the direction of arrival (DoA) of sound from a static loudspeaker, employing Eigenmike's ...
  • Conversió de veu a text per a reunions virtuals: un estudi de transcripció automatitzada 

    Candela i Oliver, Elia (Universitat Politècnica de Catalunya, 2023-07-07)
    Treball Final de Grau
    Accés obert
    In the last few years, the use of Deep Learning has increased in virtual assistance and speech recognition applications, improving its performance with supervised learning techniques. However, it is an area that continues ...

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