# SaShiMi ![SaShiMi](assets/properties.png "Properties of Structured State Spaces") > **It's Raw! Audio Generation with State-Space Models**\ > Karan Goel, Albert Gu, Chris Donahue, Christopher RĂ©\ > Paper: https://arxiv.org/abs/ ## Datasets ### Downloading Checkpoints We provide checkpoints for SaShiMi, SampleRNN and WaveNet on YouTubeMix and SC09. ## Automated Metrics