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CycleTransGAN-EVC

CycleTransGAN-EVC: A CycleGAN-based Emotional Voice Conversion Model with Transformer

emotion CycleTransGAN CycleTransGAN CycleGAN CycleGAN ACVAE ACVAE
neutral(source) sample1 sample2 same as 1 same as 2 same as 1 same as 2
to hap sample1 sample2 sample1 sample2 sample1 sample2
to sad sample1 sample2 sample1 sample2 sample1 sample2
to angry sample1 sample2 sample1 sample2 sample1 sample2

Training

dependencies

Tensorflow 1.8
ProgressBar2
librosa
FFmpeg 4.0
PyWorld
sklearn
pycwt
sprocket-vc
script
glob

To start training, simply run the command:

sh emotion_conversion-CL.sh (You may modified the path for dataset in this file)

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CycleTransGAN-EVC: A CycleGAN-based Emotional Voice Conversion Model with Transformer

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