icassp2027-experiment/docs

Documentation index

Documents are grouped by authority rather than by date. “Planned” never means implemented or validated.

Active paper definition

Document	Role
manuscript_local_evidence_structure_2026-09-17.md	Current narrowed four-page manuscript scope; supersedes older semantic/person-grounded descriptions for the default draft
local_evidence_analysis_experiment_log_2026-09-17.md	Pending local evidence, tail/audio, context, cross-backbone transfer, persistence, error and efficiency controls; Omni LoRA deferred
icassp2027_acceptance_storyline_2026-09-10.md	Submission-focused paper story, evidence bar, pruning decisions and go/no-go criteria
global_local_omni_paper_position_2026-09-07.md	Evidence-backed paper thesis after the causal oracle information screen
progressive_feature_fusion_route_2026-09-02.md	Gated route from pooled local evidence to Frame-set Attention, temporal person memory and Thinker adapters
omni_speaker_floor_experiment_plan_2026-08-30.md	Current hypotheses, experiment gates, main table and stopping rules
multiparty_egocentric_floor_gap_audit_2026-08-30.md	Novelty boundary, closest work and restricted claims

These documents supersede earlier documents when discussing the paper's main question. They do not supersede verified implementation details in code and tests.

Current implementation runbooks

Document	Use when
easycom_multiwindow_features.md	Shared-AV extraction of independent Qwen 2/4/6/8/10/12-second context banks, GPU smoke and matched head training
local_feature_baseline.md	Extracting/validating EasyCom pooled local Qwen visual and audio sidecars
easycom_encoder_only.md	Comparing EasyCom Qwen encoder-only A/V/AV representations
ego4d_encoder_only.md	Preparing and running the Ego4D encoder-only comparison
ego4d_local_baselines.md	Previewing Ego4D boxes, extracting local features and running 8-GPU jobs
easycom_track_gru_residual.md	Matched pooled-to-track GRU experiment, causal identity contract and L20 commands
easycom_causal_person_adapter_v2.md	Dynamic-gated, zero-output causal person-track residual and matched L20 screen
easycom_egospeak_style_person_gru.md	Controlled V2 temporal-stem ablation using EgoSpeak MiniROADA's layer order
easycom_egospeak_omni_residual.md	Stage-one frozen released MiniROADA plus zero-initialized tail-aware Omni residual fusion
easycom_egospeak_omni_finetune.md	Stage-two selective MiniROADA GRU/head continuation with immutable stage-one/base references and raw endpoint AP
easycom_highrate_person_av.md	Frozen 25 Hz causal ASD person evidence fused with 5 Hz global Omni context
easycom_muvap_stage3_baseline.md	MuVAP-only frozen VAP+ASD Stage-3 paper reconstruction on EgoSpeak/EasyCom targets
easycom_oracle_information.md	Causal oracle per-person speaking-history upper bound and Session-12 screening commands
easycom_competing_risk_floor_evaluation.md	Running and auditing the competing-risk entry/yield evaluator with training-side threshold calibration
easycom_floor_event_diagnostics.md	Separating boundary observability, event-objective mismatch and addressee information with remote commands
easycom_event_review_tool.md	Reviewing automatically mined EasyCom floor-event candidates against local video and transcripts
easycom_opportunity_event_evaluation.md	Current opportunity-conditioned ENTRY/YIELD evaluation from EgoSpeak-compatible wearer forecasts
easycom_egospeak_event_proxy.md	Scoring the EgoSpeak wearer trajectory over equal-width causal decision regions as an activity-derived ENTRY/INT proxy
easycom_annotated_floor_evaluation.md	Reproducing the legacy asymmetric point-positive/region-negative fixed-horizon diagnostic

Design history and implementation options

Document	Status
speaker_aware_thinker_plan_2026-08-28.md	Historical design exploration; useful implementation detail, not current priority order
trainable_speaker_fusion_survey_2026-08-28.md	Detailed person-branch/adapter survey feeding the current plan

Where new material belongs

• Current research decisions: a dated file in docs/, then link it from this index and PROJECT_CONTEXT.md.
• Dataset or command runbook: docs/<dataset>_<task>.md.
• Measured experiment: results/<dataset>_<question>_<date>/ with its own README and machine-readable summary.
• Paper summary: literature_notes/NN_short_name.md and update its index.
• Generated audit report: reports/; do not present it as a hand-written source of truth.