lemonfox-ai/covet-keyterm-ast

Covet Keyterm AST (map36 + Simparica Trio)

Multilabel AST (ASTMultiLabelAny) for Lemonfox Covet keyterm routing.

• Continue-from best_map36_anechoic with synthetic fal_simparica_trio pack
• Never trained on real Covet / lemonfox-holdout (verify-only)
• Labels: map format, 36 keys (includes anechoic + Simparica Trio)

Holdout cut fe0ec972_simparica_trio.wav (verify-only)

	before	after
any_prob	0.972	0.9556
Simparica Trio class prob	0.066	0.318
selected has Simparica Trio	no	True

Covet 4-clip route_any: 4/4

Val (focused synth)

• any@0.575: P=0.859 R=0.901 F1=0.880
• Simparica Trio: {"precision": 0.14960630238056183, "recall": 1.0, "f1": 0.2602739632129669, "support": 38.0}

Checkpoint

best_map36_simparica epoch 3