VoiceDCGAN

Human Voice Cloner Generative Network

Requirements

• keras >= 2.1
• tensorflow >= 1.4
• librosa
• imutils
• Python 3

Dataset

Wav File

Preprocess

Wav --> wav chunks --> spectograms --> mel spectograms --> feed DCGAN

Training

Generate Sounds

mel spectograms --> spectograms --> wav file

Result

Credits

• The implementation of Deep Convolutional GAN from idea in https://arxiv.org/abs/1704.00028 .