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