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Ville Hautamäki's Projects

backends-for-sre19 icon backends-for-sre19

This repository will illustrate the use of some different backends on NIST SRE 2019.

ecapa-tdnn icon ecapa-tdnn

Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)

flax icon flax

Flax is a neural network library for JAX that is designed for flexibility.

gumbel_softmax_vae icon gumbel_softmax_vae

PyTorch implementation of a Variational Autoencoder with Gumbel-Softmax Distribution

imitation icon imitation

A clean implementation of imitation learning algorithms

lsgm icon lsgm

The Official PyTorch Implementation of "LSGM: Score-based Generative Modeling in Latent Space" (NeurIPS 2021)

pyllr icon pyllr

Python toolkit for likelihood-ratio calibration of binary classifiers

pytorch-ivectors icon pytorch-ivectors

GPU accelerated implementation of i-vector extractor training using PyTorch. Requires Kaldi for feature extraction and UBM training. An example script is provided for VoxCeleb data.

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