Zinstrel directory · 9 listings
Music Models
The music and audio models under the hood.

9 results
Model
ACE-Step
Open music foundation model built for fast full-song generation.
Model
Demucs
Meta's open stem-separation model used inside many apps.
Model
Jukebox
OpenAI's early raw-audio song model with singing in many styles.
Model
Lyria
Google DeepMind's music model powering YouTube and Google creative tools.
Model
MusicGen
Meta's open text-to-music model, a common starting point for builders.

Model
MusicLM
Google research model that showed long-form text-to-music was possible.
Model
RAVE
Real-time neural audio model popular with live performers.
Model
Stable Audio Open
Open-weights audio model from Stability AI for samples and short pieces.
Model
YuE
Open lyrics-to-song model that generates full tracks with vocals.
