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Author(s): António Filipe Santana Ramires
Title: Automatic transcription of vocalized percussion
Issue Date: 2017-07-12
Description: The purpose of this project is to create an application that enables producers to use their voice to create drum patterns. In order to achieve this, a Max for Live device capable of automatically transcribing vocalised percussion will be created and an annotated dataset of vocalised drum kits will be presented. Firstly, a general device trained with the dataset will be developed, followed by a user-specific device that will select the most relevant features to be used for the user vocalisations. This will be done using the sequential forward selection method to adapt extracted features to users and different drum types. Finally, user tests will be conducted in order to compare the efficiency of our proposed application relative to the existing drum transcription tools available in digital audio workstations.
Subject: Engenharia electrotécnica, electrónica e informática
Electrical engineering, Electronic engineering, Information engineering
Scientific areas: Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática
Engineering and technology::Electrical engineering, Electronic engineering, Information engineering
TID identifier: 201795450
Document Type: Dissertação
Rights: openAccess
Appears in Collections:FEUP - Dissertação

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