Hyperion-ml

Latest version: v0.3.2

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0.1.0alpha.1

- Fixed some bugs in adversarial attacks scripts
- Added VOiCES challenge recipe
- Added Spine2Net results
- Updated table of recipes

0.1.0alpha

- Configuration files and command line arguments are handled using jsonarparse, not argparse anymore. This allow to use yaml files and override the values in the yaml file from the command line.
- First version using nn.DistributedDataParallel instead of nn.DataParallel
- Supports FairScale Sharded DataParallel, we didn't observer significant memory gains in our models using this so far
- Added SpineNet, Spine2Net and TSE-Spine2Net x-vector architectures from our IS21 paper
- New recipes:
- Recipe for classifying adversarial attacks algorithms and threat models from our IS21 paper (voxceleb/adv.v2)
- Recipe for adv attacks aginst spk verif renamed as voxceleb/adv.v1 and adv.v1.1, these recipes have been updated and cleaned up
- Recipe for SRE19-AV Audio part with AHC diarization (sre19-av-a/v2.1)
- Recipe for Chime5 speaker verification setup chime5/v1

0.0

Last version using nn.DataParallel and argparse, next versions will use nn.DistributedDataParallel for multigpu and jsonargparse to parse all arguments and model hyperparameters

Apex-last
Last version using NVIDIA Apex for automatic mixed-precision training before switching to pytorch1.6 native amp.

gard-eval1.0
Release for the first GARD eval on spk classification

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