From e1bca74b4fed23396f12bf0243a5975bd9f6f2f1 Mon Sep 17 00:00:00 2001 From: Ronald Tse Date: Thu, 8 Oct 2026 16:43:38 +0800 Subject: [PATCH] =?UTF-8?q?docs:=20WO09=20stage=201=20ran=20=E2=80=94=20AS?= =?UTF-8?q?R=20RTF=200.113,=20$0.28/audio-hour;=20cost=20excuse=20gone,=20?= =?UTF-8?q?alignment=20is=20the=20gate?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- TODO.sota/09-hebrew-audio-pseudolabel-probe.md | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/TODO.sota/09-hebrew-audio-pseudolabel-probe.md b/TODO.sota/09-hebrew-audio-pseudolabel-probe.md index 10dcc6f..21b66f0 100644 --- a/TODO.sota/09-hebrew-audio-pseudolabel-probe.md +++ b/TODO.sota/09-hebrew-audio-pseudolabel-probe.md @@ -1,7 +1,13 @@ # WO09 — Hebrew audio pseudolabel POC (PARKED probe) -**Priority:** P3 · **Status: PARKED — probe only.** No full campaign, -no GPU-scale labeling, without an explicit owner decision. +**Priority:** P3 · **Status: STAGE 1 RAN (2026-10-08) — stage 2 +(alignment) is the remaining gate.** Measured: FLEURS he_il sample +(20 clips, 161s) labeled by the universal phoneme CTC at **RTF 0.113 +on l4x1 = ~$0.28 per audio-hour**. A 1,000-2,000-hour ReNikud-style +labeling campaign costs $300-600 of ASR compute — trivial with credits. +The open gate is stage 2: forced-alignment viability (ASR phoneme +stream vs espeak-style reference of our plane-restored text). No full +campaign without an owner decision — but the cost excuse is gone. ## Why parked