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