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Study Demonstrates Mamba’s Breakthrough Performance in Autoregressive Speech Generation

  • A study demonstrates the breakthrough performance of Mamba in autoregressive speech generation.
  • Mamba outperforms the SaShiMi architecture in audio modeling and generation tasks.
  • Mamba shows consistent improvement with longer context lengths.
  • A small Mamba model surpasses state-of-the-art GAN- and diffusion-based models in speech generation.

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