Now showing items 1-20 of 22

  • Automatic document classification 

    Martínez Guardado, Héctor José (Universitat Politècnica de Catalunya, 2017-05)
    Master thesis
    Restricted access - confidentiality agreement
  • Automatic speech recognition with Kaldi toolkit 

    Rosillo Gil, Victor (Universitat Politècnica de Catalunya, 2016-02-08)
    Bachelor thesis
    Open Access
    Covenantee:  Akademia Górniczo-Hutnicza im. S. Staszica w Krakowie
    The topic of this thesis is to built an accurate automatic speech recognition system to be able to recognize speech using Kaldi, an open-source toolkit for speech recognition written in C++ and with free data. First of ...
  • Chinese-Catalan neural machine translation with OpenNMT 

    Wang, Chaofeng (Universitat Politècnica de Catalunya, 2018-07)
    Bachelor thesis
    Restricted access - author's decision
  • Clustering neuronal activity from fluorescent simulated traces and fluorescence calcium images by inferring spicular neuron activity 

    Cordero Rama, José Alejandro (Universitat Politècnica de Catalunya, 2013-09-10)
    Master thesis
    Open Access
    [ANGLÈS] This project reviews some of the existing bibliography related with functional Multineuron Calcium Imaging (fMCI) and describes the implementation of a framework to analyze fMCI with the final aim of inferring the ...
  • Convolutional neural networks for food recognition 

    Palacio Franco, Alberto (Universitat Politècnica de Catalunya, 2017-01)
    Bachelor thesis
    Open Access
    This project consists on an application made in Matlab, where different foods are recognized through a convolutional neural network, then stored it in a SQL database with its quantity to create "your fridge". Thanks to ...
  • Counting-by-Detection with Three-dimensional Fully Convolutional Networks 

    Mas Pujol, Sergi (Universitat Politècnica de Catalunya, 2018-01-25)
    Bachelor thesis
    Open Access
    Covenantee:  École polytechnique fédérale de Lausanne
    The project goal is to count and detect instances in an image using deep learning. We target the regime where object detectors need to work reliably in scenarios with crowding, overlapping or instances with a small size. ...
  • Deep neural networks in acoustic model 

    Camacho Tejedor, Oriol (Universitat Politècnica de Catalunya, 2016-05-25)
    Bachelor thesis
    Open Access
    Covenantee:  Akademia Górniczo-Hutnicza im. S. Staszica w Krakowie
    Do implementation of a training of a deep neural network acoustic model for speech recognition
  • Defense-GAN for text: protecting text classifiers against Adversarial Attacks 

    Ibáñez López, Bruno (Universitat Politècnica de Catalunya, 2019-06-18)
    Bachelor thesis
    Restricted access - author's decision
    In computer vision, Defense-GAN is a framework that leverages the capability of generative models to defend neural networks (NNs) against adversarial attacks. This paper investigates how Defense-GAN will behave when it is ...
  • Destination prediction of Car Sharing and other vehicles using deep learning 

    Roig Aznar, Xavier (Universitat Politècnica de Catalunya, 2019-06)
    Bachelor thesis
    Open Access
  • Development of a real-time C-ITS collision warning system for high speed tracks 

    Ruano i Miralles, Aitor (Universitat Politècnica de Catalunya, 2015-07-23)
    Bachelor thesis
    Restricted access - confidentiality agreement
  • Development of a set of tools for optimizing and improve the iterative process on deep learning environments 

    Caelles Prat, Adrià (Universitat Politècnica de Catalunya, 2019-06)
    Bachelor thesis
    Restricted access - confidentiality agreement
    Among the growth of computer's capacity, Deep Learning's popularity has not stopped increasing. This has allowed to obtain state of the art results in fields like Computer Vision with supervised training models (ImageNet ...
  • Effects for augmented reality audio headsets 

    Martí i Rabadán, Miquel (Universitat Politècnica de Catalunya, 2014-06-22)
    Bachelor thesis
    Open Access
    Covenantee:  Aalto-yliopisto. Sähkötekniikan korkeakoulu
    [ANGLÈS] Augmented reality is a real-time combination of real and virtual worlds. In augmented reality audio (ARA) real surrounding sounds are mixed with virtual sound sources. In this bachelor’s degree thesis a digital, ...
  • End-to-end speech translation system with attention-based mechanisms 

    Cros Vila, Laura (Universitat Politècnica de Catalunya, 2018-06)
    Bachelor thesis
    Open Access
    Speech Recognition and Text-to-Text Translation systems have been improving significantly in recent decades thanks to the improvement of both hardware and software means. However, Speech Translation is usually done as a ...
  • Incremental prediction model from sparse medical data 

    Gartzia Ibabe, Mireia (Universitat Politècnica de Catalunya, 2018-10)
    Master thesis
    Open Access
    Mediktor is a clinically validated symptom-checker that gives accurate pre-diagnosis based on a personalized interactive questionnaire that the users have to answer. Learning to predict the next most fitting question to ...
  • Interlingua based neural machine translation 

    Escolano Peinado, Carlos (Universitat Politècnica de Catalunya, 2018-06-27)
    Master thesis
    Open Access
    Covenantee:  Universitat de Barcelona / Universitat Rovira i Virgili
    We propose a machine translation architecture based on autoencoders and a shared interlingua representation that produce comparable results to state of the art systems. Also we define evaluation and visualization strategies ...
  • Machine learning applied to crime prediction 

    Vaquero Barnadas, Miquel (Universitat Politècnica de Catalunya, 2016-09)
    Bachelor thesis
    Open Access
    Machine Learning is a cornerstone when it comes to artificial intelligence and big data analysis. It provides powerful algorithms that are capable of recognizing patterns, classifying data, and, basically, learn by themselves ...
  • Multimodal neural machine translation 

    Mgaidi, Malek (Universitat Politècnica de Catalunya, 2016-07-22)
    Master thesis
    Restricted access - author's decision
    Neural Machine Translation is a newly emerging approach to machine translation which attempts to build and train a large neural network that reads a sentence and outputs a notable translation. Nowadays the performance of ...
  • Real-time stock predictions with Deep Learning and news scrapping 

    Álvarez de la Torre, David (Universitat Politècnica de Catalunya, 2018-06)
    Bachelor thesis
    Open Access
    Predict the stock market has always been one of the most challenging problems of the world. It is known that the market is influenced by uncountable things, however intuition says that one of the most correlated information ...
  • Statistic study of a competitive e-sport environment 

    Massafret Magem, Andreu (Universitat Politècnica de Catalunya, 2019-05)
    Bachelor thesis
    Open Access
    La escena de los deportes electrónicos ha estado en funcionamiento durante casi dos décadas ya; Comenzó con pequeños eventos organizados por pequeños grupos de gente principalmente en Europa Y Estados Unidos pero no ha ...
  • Technological development and user preference estimation of a Start-up based on the social networks 

    Bastida Raja, Judit (Universitat Politècnica de Catalunya, 2017-06)
    Bachelor thesis
    Restricted access - author's decision
    Covenantee:  Budapesti Műszaki és Gazdaságtudományi Egyetem
    This Thesis means not only the end of a stage, is the link between the academic life and an alive business project. In this thesis it is explained how I could take profit of my technological skills and make of Lemon’s ...