Included review materials
Bundle components
- Public workbook alias and speaker-packaged canonical audio bundle
- Manifest, dataset statistics, benchmark highlights, and reproducibility note
- Paper and website summaries that mirror the same release identity
Excluded from this public bundle
Not part of the review data payload
- Derived exports and split files
- Trained checkpoints and intermediate results directories
- Internal manuals, adjudication notebooks, and recording logs
- Public redistribution rights for the waveform audio
Permitted use boundary
Research-only reviewer use
The benchmark is released for research review, benchmark comparison, and robustness analysis under the documented bundle identity. It should be used as a research benchmark rather than as a ready-made moderation service.
- Permitted: benchmark inspection, reproducibility checks, and method comparison.
- Not permitted: uncontrolled public redistribution of audio, speaker recognition, speaker cloning, or re-identification uses.
- Not implied: unrestricted commercial deployment or production moderation use.
Important boundary.
Cite and interpret the release through its current public bundle identity. This site, the paper, and the reproducibility note all point to the same final release snapshot.