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Using DDSP to learn and synthesize singing with modifiable latent space parameters

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Using DDSP to learn and synthesize singing with adjustable latent space parameters

Thesis project by Harry Twigg at the Univeristy of Southampton.

Getting Started

Other reports or can be seen in their respective folders.

Results can be found in the folder results.

Project Code

All experimental research can be seen in the folder vocal_ddsp. This contains pre-processing, training and evaluation scripts.

Dataset preparation, training and inferencing was done in Google Colab, the notebooks of which are available in the vocal_ddsp/notebooks folder.

Required gin configs are available in the vocal_ddsp/gin folder.

Training models and datasets:

https://drive.google.com/drive/folders/1CWdEco9tJ5fNBZfvLGqbSrfdYQ6pLZsz?usp=sharing

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Using DDSP to learn and synthesize singing with modifiable latent space parameters

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