{ "window_secs": 8.0, "tones": [ "positive", "neutral", "sad", "frustrated" ], "outputs": [ "tone", "sarcasm", "laughter", "arousal", "speech_rate", "upset", "sad" ], "sarcasm_tau": 0.06803736669700389, "calibration": { "sarcasm": { "a": 1.678951463802178, "b": 0.12539543584903914 }, "laughter": { "a": 0.8057154083813632, "b": -0.09714794868282932 }, "tone_temperature": 0.8488899224103036 }, "run": "v3-base-sad", "init": "laion-base", "best_epoch": 7, "note": "sarcasm_tau is the dev 2 % FPR threshold on the Platt-calibrated probability; tone temperature and laughter Platt curve fitted on dev" }