spandandey21 / Audio_Generation

This repository main point is to implement Generative Adversarial Networks (GANs) and Style Transfer Methods that can create new audio samples based on other samples.

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Audio_Generation

Generate new audio samples using GANs and Style Transfer Methods

Dataset

First, download the dataset at https://zenodo.org/record/2552860#.XFD05fwo-V4, than unzip it and move it to a folder named "Dataset" in the same directory of this repository.

Install All Dependencies

install conda

python 3.6
tensorflow
keras
jupyter notebook
matplotlib
librosa
numpy
pandas

Run

Run jupyter notebok

About

This repository main point is to implement Generative Adversarial Networks (GANs) and Style Transfer Methods that can create new audio samples based on other samples.

Languages

Language:Jupyter Notebook 99.9%Language:Python 0.1%