{ "window_secs": 8.0, "tones": [ "positive", "neutral", "sad", "frustrated" ], "outputs": [ "tone", "sarcasm", "laughter", "arousal", "speech_rate", "upset", "sad" ], "sarcasm_tau": 0.060534259700932624, "calibration": { "sarcasm": { "a": 1.7739810811041519, "b": 0.311429803621114 }, "laughter": { "a": 0.8804135276963087, "b": 0.22502338628323926 }, "tone_temperature": 0.9473796186181745 }, "run": "v4-base-all-sad", "init": "laion-base", "best_epoch": 8, "note": "sarcasm_tau is the dev 2 % FPR threshold on the Platt-calibrated probability; tone temperature and laughter Platt curve fitted on dev" }