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storytold/vits-finetuning

39.7

Weak · 7 November 2026

6.8k

lines of production code

Python

primary language

2

measurements over time

CAI band scale
CAI trend line
CAI lens gauges

What this system is

Behavioural changes

1 commit (0 fixes) modifying (repo-wide)

A change to existing behaviour in (repo-wide) — 1 commit, 3 files: “Add Bin loss, which increases naturalness”. Also in this area: 1 commit (1 fix) fixing (repo-wide); 2 commits (0 fixes) modifying (repo-wide).

(repo-wide), text · low confidence · unverified

Written by cca.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.

How this codebase got here

Baseline

  • First survey — no prior run to compare against. CAI 40.

Lenses

  • Code Health 71
  • Architecture 100
  • Maturity 51
  • Readiness 9
  • Security 97

Changes since last survey

  • 7 commits — 6 feature/other, 1 fixes

By area

  • (root) — 6 commits
  • configs/ljs_li44_tmbert_ft_small_s1_arpa.json — 1 commit

Notable commits

  • fix: fix
  • change: Add Bin loss, which increases naturalness
  • change: Add small FT config
  • change: Initial commit (move files)
  • change: Make easier to train on max sample length = 10s
  • change: Make trainer generate sample sentences
  • change: Update README, make less dependent on phonemizer

Written by cca.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.

Survey your own repository

storytold/vits-finetuning was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point a surveyor at a repository you know and see whether you agree with it.

About this page

  • The score is its most recent published measurement, taken on 7 November 2026 at a pinned commit. It is not a live figure and does not change until the project is measured again.
  • Measured at commit b1e03bee38e0d28c0cb420e5cb4e653e4643506c — the exact code this score is about.
  • Scored under rubric-2026.11.2 — the same rubric and the same method as every other entry in this index.
  • Measured by Canine Code Analyzer (cca.canine.dev) using cca measure-2026.11.3+preprod-5f8314471808.