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Aäron van den Oord, Sander Dieleman · Google DeepMind
WaveNet’s central claim is that generating raw audio directly can bring synthesized speech closer to human speech, while letting the same model generate music.
Video diffusion must keep objects and motion coherent across frames, not just make convincing individual images; limited high-quality video data makes that harder.
Stable Diffusion generates text-guided images by repeatedly predicting and removing noise in compressed latent space, then decoding the result into pixels. Latent-space processing speeds the work; attention brings prompt information into denoising.