Intro · Objective / RQs · Architecture · Prior demo · Six stages
HERA-31 · Three studies
Model · Cell · Windows · Norm · Training · Onset · Playout · vs threshold · Noise MC · Reflection
Prior 32-class classifier (b5–b13)
Playout · Evaluators · Overall · Matrix · Confidence gate · Scenario 10 · Per-scenario details
Method · Playout · Orderings · Overall · Scenarios · Tree · Interactive tree · Per-scenario details
RQ validation plan · Discussion · Conclusion · References · Legacy backup divider