configuration_emotion_classifier.py

from transformers import HubertConfig, PretrainedConfig

class EmotionClassifierConfig(HubertConfig):
    def __init__(self, hidden_size=128, num_classes=6, **kwargs):
        super().__init__(
            encoder_layers=12,  # Default value from HubertConfig
            encoder_attention_heads=12,  # Default value from HubertConfig
            encoder_ffn_dim=3072,  # Default value from HubertConfig
            # Add other required parameters from HubertConfig here
            **kwargs
        )
        self.hidden_size = hidden_size
        self.num_classes = num_classes