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Human audio review is still required to estimate a true false-discovery rate.", "configurations": [ { "description": "Prompted Jefferson ASR with crosstalk retained.", "name": "Current pipeline" }, { "description": "The same prompted ASR with timing, channel dominance, and duplicate-text crosstalk suppression enabled.", "name": "Crosstalk suppression" }, { "description": "The suppressed prompted transcript, retaining only segments supported by an independent unprompted decode or strong audio/reference evidence.", "name": "Suppression + existence pass" } ], "existenceRule": "Confirmed and probable segments enter the primary view. Uncertain and rejected segments remain inspectable but do not contribute to primary cue rates.", "referenceRole": "Reference timing is one soft support signal. It cannot independently confirm a segment and never deletes strong audio-supported speech." }, "signalFamilies": [ { "definition": "Micropauses, timed pauses, and filled pauses.", "id": "hesitation", "name": "Hesitation" }, { "definition": "Prominence, lengthening, and terminal pitch cues.", "id": "emphasis", "name": "Emphasis" }, { "definition": "Segments marked as concurrent with another speaker.", "id": "overlap", "name": "Overlap" }, { "definition": "Relatively quiet spans marked with degree signs.", "id": "quiet", "name": "Quiet delivery" }, { "definition": "Parenthesized candidate wording.", "id": "uncertainty", "name": "Uncertain hearing" } ], "status": "naturalistic / complete dev + balanced train sample by interaction category; descriptive ASR-derived cue rates for the constructed release sample, not causal or population estimates.", "transitions": { "crosstalkCueSummary": { "cueCounts": { "emphasis": 4787, "hesitation": 8057, "overlap": 3342, "quiet": 252, "uncertainty": 1375 }, "durationMs": 10744550, "ratesPer100Words": { "emphasis": 13.55, "hesitation": 22.8, "overlap": 9.46, "quiet": 0.71, "uncertainty": 3.89 }, "ratesPerSpeechMinute": { "emphasis": 26.73, "hesitation": 44.99, "overlap": 18.66, "quiet": 1.41, "uncertainty": 7.68 }, "segments": 3509, "words": 35338 }, "crosstalkDecisions": 3509, "crosstalkSegmentsRemoved": 3509, "excludedCueSummary": { "cueCounts": { "emphasis": 1286, "hesitation": 2668, "overlap": 3624, "quiet": 130, "uncertainty": 2946 }, "durationMs": 3510190, "ratesPer100Words": { "emphasis": 15.48, "hesitation": 32.12, "overlap": 43.63, "quiet": 1.56, "uncertainty": 35.46 }, "ratesPerSpeechMinute": { "emphasis": 21.98, "hesitation": 45.6, "overlap": 61.95, "quiet": 2.22, "uncertainty": 50.36 }, "segments": 3870, "words": 8307 }, "existenceSegmentsExcluded": 3870, "retainedAfterExistencePass": 278289, "retainedPercent": 98.63 } }