Add targeted ICASSP manuscript draft

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Xin Wang
2026-09-23 07:54:36 +08:00
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# Targeted ICASSP 2027 manuscript
This directory is an independent acceptance-target manuscript. It does not
modify or replace `../main/`.
## Positioning
The paper is deliberately framed as a causal global--local **audit**, because
that is the strongest complete story supported by archived evidence:
- global Omni context and recent audio are complementary across all horizons;
- most measured benefit is dense forecasting and wearer-offset anticipation;
- pooled and current-frame person vision do not establish speaker grounding;
- a three-seed causal oracle shows that timely visible-participant activity is
informative, while identity continuity is not currently necessary.
No semantic ENTRY/YIELD, addressee, online-detector, or real-time-throughput
claim is made. The deployable matrix is explicitly single-seed and exploratory.
## Build
```bash
cd manuscript/targeted
make
```
The editable sources are `main.tex`, `references.bib`, and
`figures/system_overview.tex`. Generated files are written to `build/`.
The build currently uses the repository's unmodified ICASSP 2026 style assets
as a compatibility preview. Replace the `template_dir` in `latexmkrc` with the
official ICASSP 2027 author kit before submission and repeat all page/layout
checks.
## Evidence sources
- `results/easycom_encoder_only_1s_4ep_2026-08-28/`
- `results/easycom_egospeak_three_level_eval_2026-09-16/`
- `results/easycom_omni_floor_screen_2026-09-16/`
- `results/easycom_oracle_pooled_wearer_audit_2026-09-10/`
The manuscript does not use superseded opportunity-conditioned ENTRY/INT
numbers. See `REVIEWER_REPORT.md` for the internal review loop and the remaining
scientific submission gates.