{ "format": "daily-project-prototype-v1", "project": "audio-event-triage", "title": "Audio Event Triage Baseline", "domain": "audio-ml", "mode": "classifier", "labels": [ "alarm", "machinery", "speech" ], "prototypes": { "alarm": { "2100": 3, "high": 3, "energy": 3, "repeating": 5, "tone": 5, "peak": 3, "frequency": 3, "synthetic": 5, "alarm": 3, "feature": 5, "summary": 5, "in": 2, "an": 3, "operations": 2, "review": 2, "for": 1, "evaluation": 1, "case": 1, "pulse": 2, "bright": 2, "spectrum": 2, "urgent": 2, "alert": 2 }, "machinery": { "in": 2, "an": 4, "operations": 2, "review": 2, "low": 5, "frequency": 2, "continuous": 2, "vibration": 5, "high": 2, "zero": 2, "crossing": 2, "stability": 2, "synthetic": 5, "rotating": 2, "equipment": 2, "feature": 5, "summary": 5, "for": 2, "evaluation": 2, "case": 2, "steady": 3, "hum": 3, "harmonic": 3, "pitch": 3, "motor": 3 }, "speech": { "variable": 2, "pitch": 4, "moderate": 2, "energy": 2, "speech": 2, "cadence": 2, "synthetic": 4, "spoken": 2, "segment": 2, "feature": 4, "summary": 4, "for": 2, "an": 3, "evaluation": 2, "case": 2, "in": 1, "operations": 1, "review": 1, "syllabic": 2, "rhythm": 2, "changing": 2, "voice": 4, "activity": 2 } }, "idf": { "synthetic": 1, "alarm": 2.252763, "feature": 1, "summary": 1, "rotating": 2.252763, "equipment": 2.252763, "spoken": 2.252763, "segment": 2.252763, "alert": 2.252763, "motor": 2.252763, "voice": 2.252763 }, "documents": [ { "id": "audio-01", "label": "alarm", "text": "Synthetic alarm feature summary.", "metadata": { "synthetic": true, "domain": "audio-ml" } }, { "id": "audio-02", "label": "machinery", "text": "Synthetic rotating equipment feature summary.", "metadata": { "synthetic": true, "domain": "audio-ml" } }, { "id": "audio-03", "label": "speech", "text": "Synthetic spoken segment feature summary.", "metadata": { "synthetic": true, "domain": "audio-ml" } }, { "id": "audio-04", "label": "alarm", "text": "Synthetic alert feature summary.", "metadata": { "synthetic": true, "domain": "audio-ml" } }, { "id": "audio-05", "label": "machinery", "text": "Synthetic motor feature summary.", "metadata": { "synthetic": true, "domain": "audio-ml" } }, { "id": "audio-06", "label": "speech", "text": "Synthetic voice feature summary.", "metadata": { "synthetic": true, "domain": "audio-ml" } } ], "graph_edges": [], "confidence_threshold": 0.18, "trained_on_synthetic_data": true }