A lightweight library of Frechet Audio Distance calculation.
Project description
Frechet Audio Distance in PyTorch
A lightweight library of Frechet Audio Distance calculation.
Installation
pip install frechet_audio_distance
Demo
from frechet_audio_distance import FrechetAudioDistance
frechet = FrechetAudioDistance(
use_pca=False,
use_activation=False,
verbose=False
)
fad_score = frechet.score("/path/to/background/set", "/path/to/eval/set")
References
VGGish in PyTorch: https://github.com/harritaylor/torchvggish
Frechet distance implementation: https://github.com/mseitzer/pytorch-fid
Frechet Audio Distance paper: https://arxiv.org/abs/1812.08466
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