{ "window_secs": 8.0, "tones": [ "positive", "neutral", "sad", "frustrated" ], "outputs": [ "tone", "sarcasm", "laughter", "arousal", "speech_rate", "upset" ], "sarcasm_tau": 0.06590602517797733, "calibration": { "sarcasm": { "a": 1.7731141168712765, "b": 0.06321434642450725 }, "laughter": { "a": 0.8303770152621825, "b": -0.17392277961573782 }, "tone_temperature": 0.7673753909755566 }, "run": "student-tiny-v3", "init": "laion-tiny", "best_epoch": 10, "note": "sarcasm_tau is the dev 2 % FPR threshold on the Platt-calibrated probability; tone temperature and laughter Platt curve fitted on dev" }