Capability
Non Autoregressive Music Generation With Magnet
2 artifacts provide this capability.
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via “non-autoregressive music generation with magnet”
Meta's library for music and audio generation.
Unique: Implements iterative refinement with confidence-based masking where low-confidence token predictions are re-predicted in subsequent passes, enabling parallel token generation while maintaining quality through multi-pass refinement rather than sequential decoding.
vs others: 3-5x faster inference than autoregressive MusicGen with tunable quality-speed tradeoff; enables real-time generation scenarios impossible with sequential models.