Steering MusicGen with
Activation Patching.

Listen to audio samples from Activation Patching for Interpretable Steering in Music Generation.
All sample are straight from the model, with no post-processing.
Steered versions are activation-patched with a sterring coefficient of 1.
Read the arXiv.
Sample 1
A vibrant African percussion ensemble with intricate djembe patterns, rhythmic call-and-response vocals, and a festive spirit, celebrating cultural heritage.
Sample 2
An upbeat bebop jazz piece with rapid saxophone runs, energetic drum brushes, and lively piano improvisations, capturing a classic vibe.
Sample 1
A vibrant African percussion ensemble with intricate djembe patterns, rhythmic call-and-response vocals, and a festive spirit, celebrating cultural heritage.
Sample 2
An upbeat bebop jazz piece with rapid saxophone runs, energetic drum brushes, and lively piano improvisations, capturing a classic vibe.
Sample 1
A deep house inspired track with warm analog synths, smooth basslines, and a steady groove, offering a relaxed yet energetic vibe.
Sample 2
An alternative rock piece with dynamic shifts, echoing guitar effects, and introspective lyrics, creating an immersive soundscape.
Sample 3
A gritty hard rock track with distorted guitars, aggressive bass, and raw vocals, embodying the spirit of rebellion.
Sample 4
A pulsating techno track with driving bass, layered synth textures, and a relentless electronic beat, ideal for a futuristic dance floor.
Sample 1
A deep house inspired track with warm analog synths, smooth basslines, and a steady groove, offering a relaxed yet energetic vibe.
Sample 2
An alternative rock piece with dynamic shifts, echoing guitar effects, and introspective lyrics, creating an immersive soundscape.
Sample 3
A gritty hard rock track with distorted guitars, aggressive bass, and raw vocals, embodying the spirit of rebellion.
Sample 4
A pulsating techno track with driving bass, layered synth textures, and a relentless electronic beat, ideal for a futuristic dance floor.