Twiddle SEED

Describe a sound you can play

SEED is a generative synthesizer controlled through language.

Describe the sound you want. AI turns it into a synthesizer keyboard you can define, control and play.

Scene demo

Describe

Describe the texture, dynamics and character you imagine.

Define

Organize complex parameters into meaningful, playable controls.

Play

Make music with the keyboard, knobs, velocity and your own judgment.

Engine interaction
SEED screen interface

Concept rendering.

Research / ISMIR 2026

TimbreCLAP

“A warm pad with a slow attack.” A source name alone cannot describe onset, texture and evolution. TimbreCLAP adapts CLAP with timbre-focused captions so text search lands closer to the sound itself.

64.2%
Core-1K text–audio retrieval R@10, vs 14.3% for CLAP-music
0.173
Mean correlation with published timbre ratings, vs 0.020 for CLAP-music
708,606
instrument notes and synth presets captioned for training

ISMIR 2026 Late-Breaking Demo. Retrieval results are single-seed and not tested for statistical significance.

SEED / 2027

Coming in 2027

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