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http://hdl.handle.net/2445/98381| Title: | Màquina de vectors de suport i aplicació a un problema d’anàlisi d’àudio |
| Author: | Pérez Díez, Josep |
| Director/Tutor: | Pujol Vila, Oriol |
| Keywords: | Models matemàtics Treballs de fi de grau Anàlisi de Fourier Instruments musicals Instruments de vent Processament del so per ordinador Aprenentatge automàtic Telèfons intel·ligents Android (Recurs electrònic) Mathematical models Bachelor's theses Fourier analysis Musical instruments Wind instruments Computer sound processing Machine learning Smartphones Android (Electronic resource) |
| Issue Date: | 18-Jan-2016 |
| Abstract: | The present work aims to find a mathematical model for classifying musical instruments from their timbres, so that we can use it for building an Android application which is able to classify a recorded instrument efficiently. To do so, we train a support vector machine with samples of such an instrument spectra as vectors, in order to obtain a pattern that let us classify new samples of these instruments. |
| Note: | Treballs Finals de Grau de Matemàtiques, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2016, Director: Oriol Pujol Vila |
| URI: | http://hdl.handle.net/2445/98381 |
| Appears in Collections: | Treballs Finals de Grau (TFG) - Matemàtiques Programari - Treballs de l'alumnat |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| codi_font.zip | Codi font | 10.35 MB | zip | View/Open |
| memoria.pdf | Memòria | 1.27 MB | Adobe PDF | View/Open |
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