v0.3.2 Clotho Fix 2

• Fix bug in model loader for older x-vector models

v0.3.1 Clotho Fix 1

• Fix bug in model loader for older x-vector models
• Fix bug in visual recipes
• Adds some docs

v0.3.0 Clotho

• Breaking Changes:
  • s parameter in x-vector AAM/AM softmax loss is renamed as cos_scale to avoid conflict with other arguments that start with s. Models trained with older versions still should work.
  • Launcher for multigpu has been changed to the newer torchrun, it implies the multigpu won't work on PyTorch <1.9.
• Hyperion updated to work with PyTorch >=1.9, PyTorch 1.10 recommended.
• Documentation automatically uploaded to https://hyperion-ml.readthedocs.io

v0.2.6

• This release, should upload automatically to pypi

v0.2.2

• All Code formatted with Black
• Added GitHub Action to check for black formatting

v0.2.1

• Changes in requirements, current version only works with
  • Pytorch >=1.6 <= 1.8.0
  • Fairscale = 0.3.8

v0.2.0 Tyche

• Adds ECAPA-TDNN
• New Recipes:
  • SRE21-AV Audio: 16k and 8k versions
  • SRE21-AV Visual: face recognition recipes using Pre-trained MX-Net and Pytorch ArcFace embeddings
  • SRE21-AV: fusion of audio and visual modalities at score levels

v0.1.0 Lachesis

• Make Hyperion pip installable
• Adds installation instructions
• Configuration files and command-line arguments are handled using jsonarparse, not argparse anymore. This allows us to use yaml files and overrides 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 observe significant memory gains in our models using this so far
• Added SpineNet, Spine2Net and TSE-Spine2Net x-vector architectures from our IS21 paper
• Added SpeAugment PyTorch Layer
• Added numpy speed augment class
• Fixed make_voxceleb2cat.pl, all speakers extracted from the same video were getting the same spkid, the script did not take into account that more than one speaker could be extracted from each video
• 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
  • Recipes for SRE19-AV Face Recognition using pretrained RetinaFace face detector and ArcFace embeddings from InsightFace MX-Net repository (sre19-av-v/v0.1) and Insightface-Pytorch (sre19-av-v/v0.2)
  • Added VOiCES challenge recipe
  • Adds SRE20-CTS recipe v1
  • Added Spine2Net results in voxceleb/v1.1 recipe

v0.1.0-rc.1

• Added Spec and speed augment

v0.1.0-beta

• Make Hyperion pip installable
• Adds installation instructions