Browsing by Contributor "Rodríguez Fonollosa, José Adrián"
Now showing items 1-20 of 27
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Automatic document classification
(Universitat Politècnica de Catalunya, 2017-05)
Master thesis
Restricted access - confidentiality agreement -
Automatic speech recognition with Kaldi toolkit
(Universitat Politècnica de Catalunya, 2016-02-08)
Bachelor thesis
Open Access
Covenantee: Akademia Górniczo-Hutnicza im. S. Staszica w KrakowieThe 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
(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
(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
(Universitat Politècnica de Catalunya, 2017-01)
Bachelor thesis
Open AccessThis 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
(Universitat Politècnica de Catalunya, 2018-01-25)
Bachelor thesis
Open Access
Covenantee: École polytechnique fédérale de LausanneThe 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
(Universitat Politècnica de Catalunya, 2016-05-25)
Bachelor thesis
Open Access
Covenantee: Akademia Górniczo-Hutnicza im. S. Staszica w KrakowieDo implementation of a training of a deep neural network acoustic model for speech recognition -
Defense-GAN for text: protecting text classifiers against Adversarial Attacks
(Universitat Politècnica de Catalunya, 2019-06-18)
Bachelor thesis
Restricted access - author's decisionIn 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
(Universitat Politècnica de Catalunya, 2019-06)
Bachelor thesis
Open Access -
Development of a real-time C-ITS collision warning system for high speed tracks
(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
(Universitat Politècnica de Catalunya, 2019-06)
Bachelor thesis
Restricted access - confidentiality agreementAmong 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
(Universitat Politècnica de Catalunya, 2020-06)
Bachelor thesis
Open AccessPlaying 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
(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
(Universitat Politècnica de Catalunya, 2018-06)
Bachelor thesis
Open AccessSpeech 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
(Universitat Politècnica de Catalunya, 2020-07)
Master thesis
Restricted access - confidentiality agreement -
Incremental prediction model from sparse medical data
(Universitat Politècnica de Catalunya, 2018-10)
Master thesis
Open AccessMediktor 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 ... -
Ingredients mapping tool
(Universitat Politècnica de Catalunya, 2020-06)
Bachelor thesis
Restricted access - confidentiality agreement -
Interlingua based neural machine translation
(Universitat Politècnica de Catalunya, 2018-06-27)
Master thesis
Open Access
Covenantee: Universitat de Barcelona / Universitat Rovira i VirgiliWe 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
(Universitat Politècnica de Catalunya, 2016-09)
Bachelor thesis
Open AccessMachine 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 ... -
Movie success prediction using machine learning algorithms
(Universitat Politècnica de Catalunya, 2020-07)
Master thesis
Open AccessIn a fast-paced evolving world, everything is connected. Sooner than later, our most basic daily routines will be examined. Grocery and drug stores will keep track of all our purchases, smartphones will register how much ...