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> Music has two key difficulties: the long, linear context makes it hard for most models to generate coherent works and reason about long-term higher level stru
by woojoo666 4y ago
> Music has two key difficulties: the long, linear context makes it hard for most models to generate coherent works and reason about long-term higher level structure
It seems like the DeepMind PerceiverAR that you linked generates entire piano pieces all at once, instead of generating token by token like OpenAI GPT or Jukebox. So that should take care of long-term coherence right? Since all parts of the song are processed and generated at once
- Veedrac 4y agoPerceiver AR does solve it that way, yes, albeit only for MIDI. Direct audio generation is still too long for it to keep a full piece in context.