Individual skill

interspeech-reproducibility

Use when hardening the reproducibility of an INTERSPEECH paper — pinning corpus versions and official splits, publishing text-normalization and scoring rules that WER/EER silently depend on, documenting MOS listening-test protocols, reporting seeds and variance within 4 pages, and making toolkit recipes rerunnable.

INTERSPEECH-Skills/skills/interspeech-reproducibility/SKILL.md

Read pinned source

Source commit 932eb23331721b16e967c59f093781be1928b498

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
No
Repository scan complete
No
Skill scan complete
Yes
Observed behavior
Not checked yet
Last checked
Nov 9, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
1,411
Repository last updated
Sep 27, 2026
License
MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# INTERSPEECH Reproducibility

Speech results decay through the *measurement*, not just the model. Two labs with
identical checkpoints can report WERs a point apart because their text
normalization differs, and two identical TTS systems can score half a MOS point
apart under different listening panels. Interspeech reviewers know this, and the
4-page format means reproducibility is asserted through precise, compressed
disclosure — there is no appendix to hide vagueness in.

## The five decay channels

| Channel | How results drift | Pin it by |
|---|---|---|
| Corpus version & splits | "test" ≠ official test; filtered utterances | Name corpus version + official partition; list any filtering rule |
Back to top