DNF

A Pytorch implementations of DNF

The neural network structure is based on "Masked Autoregressive Flow", and the source code from ikostrikov

Datasets

trainingset:Voxceleb 
testset: SITW, CNCeleb

Following this link to download the dataset (extraction code：8xwe)

Run DNF

python train.py

The evaluation and scoring will be performed automatically during the training process.

Other instructions

score.py is a python implementations of the standard kaldi consine scoring, you can also use kaldi to do the plda scoring
tsne.py can be used to draw the distribution of latent space