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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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| File | Description | Size | Format | Existing users please Login |
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| Neural notes music style transfer with vae-transformer.pdf | 3.82 MB | Adobe PDF |
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