FlashVAD
Copyright 2026 Himanshu Maurya

The FlashVAD v0.1 research checkpoint was trained using derived data from:

- FLEURS, Google LLC, licensed under CC BY 4.0.
  https://huggingface.co/datasets/google/fleurs
- AMI Meeting Corpus, licensed under CC BY 4.0.
  https://groups.inf.ed.ac.uk/ami/corpus/
- MUSAN, David Snyder, Guoguo Chen, and Daniel Povey, licensed under CC BY 4.0.
  https://www.openslr.org/17/

Weak frame targets were generated with Silero VAD, which is distributed under
the MIT License:
https://github.com/snakers4/silero-vad

TEN VAD's public test set was used only for the retained cross-domain
evaluation summary. TEN source code and weights are not included:
https://github.com/TEN-framework/ten-vad

FireRedVAD source code and weights are not included. Its official release was
used only for reference measurements and rejected teacher-student experiments:
https://github.com/FireRedTeam/FireRedVAD