Stable Audio

Stability AI

Structures found in this family (1)

Linear Direction

By model (1)

Stable Audio Open

Linear Direction

Observations (2)

Bottleneck-localized steering beats full-network steering in music diffusion

SAE probe directions decode a pitch>loudness>timbre hierarchy and steer audio

Papers

TADA! Tuning Audio Diffusion Models Through Activation Steering (2026), Learning Interpretable Features in Audio Latent Spaces via Sparse Autoencoders (2025)