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Restructure local-evidence manuscript and record analysis controls

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Xin Wang
2026-09-17 02:14:56 +08:00
parent 5c29457cc6
commit a183fe5944
11 changed files with 1009 additions and 742 deletions
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PROJECT_CONTEXT.md
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@@ -20,6 +20,7 @@ recall, without hurting addressed responses or yield behavior.
| Need | Authoritative file |
|---|---|
| Current four-page manuscript structure and narrowed claim scope (2026-09-17) | [docs/manuscript_local_evidence_structure_2026-09-17.md](docs/manuscript_local_evidence_structure_2026-09-17.md) |
| ICASSP submission story, pruning and acceptance evidence bar | [docs/icassp2027_acceptance_storyline_2026-09-10.md](docs/icassp2027_acceptance_storyline_2026-09-10.md) |
| Current paper thesis and claim boundary | [docs/global_local_omni_paper_position_2026-09-07.md](docs/global_local_omni_paper_position_2026-09-07.md) |
| Progressive feature-fusion implementation route | [docs/progressive_feature_fusion_route_2026-09-02.md](docs/progressive_feature_fusion_route_2026-09-02.md) |
@@ -34,6 +35,24 @@ When files disagree, prefer the newest scoped document and verify behavior in
code/tests. A planned experiment is not an implemented feature or a measured
result.
The 2026-09-17 manuscript restructure uses causal local evidence adaptation
as its umbrella: model architecture (actual G + recent 1-s Qwen audio,
optional pooled vision) and streaming inference architecture (8-s maximum
presentation budget, completed blocks, temporary observed tail). Semantic
opportunity evaluation is deferred while annotation quality is audited;
dense forecasting and raw endpoint onset/offset AP remain the current paper
scope. This does not complete P0 or establish a visual/tail-performance gain.
Earlier person-grounded/semantic strategy documents remain conditional
extensions and historical records, not descriptions of the default draft.
The scoped [analysis experiment log](docs/local_evidence_analysis_experiment_log_2026-09-17.md)
queues local-evidence controls, tail-refresh x local-audio comparisons, context
caps, persistence, activity-error cases, full-pipeline profiling, and paired
Qwen Omni 3B/7B--MiniCPM-o 4.5 backbone-transfer controls. Transfer fixes the
local audio sidecar and audits readout, refresh, and actual history; the
MiniCPM entry point is not GPU-verified or an established matched 8-s cap.
All are pending in that log; Omni LoRA is deferred and no semantic gate is completed.
## Current state
### Verified assets