Now showing items 1-20 of 32

    • A study on universal language-agnostic sentence embeddings and applications 

      Ribalta Albado, Maria (Universitat Politècnica de Catalunya, 2021-06-28)
      Bachelor thesis
      Open Access
      In this project we make a study on universal language agnostic sentence embeddings: internal neural networks sentence representations that are independent with relation to the task and the language. To be more precise, we ...
    • Automated Domain-Specific Question Answering 

      Reyes Tejedor, Xavier (Universitat Politècnica de Catalunya, 2021-06-30)
      Bachelor thesis
      Restricted access - confidentiality agreement
    • 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 ...
    • Cerca de música per cant/taral·la basat en Deep Learning 

      Albors Zumel, Laia (Universitat Politècnica de Catalunya, 2021-06-28)
      Bachelor thesis
      Open Access
      There are many music retrieval systems. Most of them are based on query-by-text (title, artist name, song lyrics, etc.) and, for a few years now, query-by-example systems (such as Shazam) have also become very popular. ...
    • 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 learning for spot detection 

      Ocaña Montfort, Lídia (Universitat Politècnica de Catalunya, 2021-01-20)
      Bachelor thesis
      Restricted access - author's decision
    • 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 ...
    • Drums generation from a tapped pattern 

      Rué Vilà, Aleix (Universitat Politècnica de Catalunya, 2020-06)
      Bachelor thesis
      Open Access
      Playing drums is a required skill for creating expressive drum beats. There is no way to effectively emulate expressiveness on current sequencers. A tapped rhythm is a constrained version of a drum beat, that may keep some ...
    • 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 ...
    • Improved drop detection using machine learning 

      Cano Bergadà, Guillem (Universitat Politècnica de Catalunya, 2020-07)
      Master thesis
      Restricted access - confidentiality agreement
    • 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 ...