SoundWeaver: Compositional Warm-Starting for Text-to-Audio Diffusion Serving
SoundWeaver is a training-free system that speeds up text-to-audio diffusion by using cached audio as a starting point. It works by intelligently selecting similar cached audio to skip many generation steps, reducing latency significantly while maintaining high audio quality. This allows for faster and more efficient serving of text-to-audio models.