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VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/1719
Title: Neural notes - music style transfer with VAE-transformer
Authors: Le Duc Minh 
Keywords: Music Generation;Deep learning;VAE;Transformer;Attention mechanism;Symbolic representation
Issue Date: 2023
Abstract: 
Using deep learning to compose music is an application that has been around for a long time and is gradually gaining attention. However, previous inventions focused on treating music as a sequence of events, forgetting that music has its characteristics, such as having a structure; in particular, this leads to music produced by the machine often becoming lackluster or melodic. In this project, I develop a model that allows the machine to learn musical characteristics so that the machine can generate variety in the melodies of songs. I also built a friendly interface, so that users can communicate with the model through just basic operations
URI(1): https://epub.vgu.edu.vn/handle/dlibvgu/1719
Rights: Attribution-NonCommercial 4.0 International
Appears in Collections:Computer Science (CS)

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