AITV: A Unified Cross-Modal Generation System for Audio, Image, Text, and Video

# Cross-Modal Orchestrator Example
from aitv import ModalityEncoder, SemanticLatentSpace, ModalityDecoder

class CrossModalOrchestrator:
    def __init__(self):
        self.encoders = {
            'audio': AudioEncoder(),
            'image': ImageEncoder(),
            'text': TextEncoder(),
            'video': VideoEncoder()
        }
        self.latent_space = SemanticLatentSpace()
        self.decoders = {
            'audio': AudioDecoder(),
            'image': ImageDecoder(),
            'text': TextDecoder(),
            'video': VideoDecoder()
        }
    
    async def convert(self, input_data, source_modality: str, target_modality: str):
        # Encode source modality to shared latent space
        latent = await self.encoders[source_modality].encode(input_data)
        
        # Validate semantic integrity
        validated_latent = self.latent_space.validate(latent)
        
        # Decode to target modality
        output = await self.decoders[target_modality].decode(validated_latent)
        return output