{ "model_type": "averformer", "architecture": "AVERFormer", "num_classes": 8, "emotions": [ "neutral", "calm", "happy", "sad", "angry", "fearful", "disgust", "surprised" ], "visual_backbone": "uniformer_small", "audio": { "sample_rate": 22000, "duration_sec": 4.0, "channels": 2, "n_fft": 400, "hop_length": 257, "n_mels_per_channel": 160, "n_mfcc_per_channel": 20, "target_time_frames": 343 }, "video": { "num_frames": 12, "height": 180, "width": 320, "imagenet_mean": [ 0.485, 0.456, 0.406 ], "imagenet_std": [ 0.229, 0.224, 0.225 ] }, "source_checkpoint": "best_model_epoch_161.pth" }