Downloads · 30 days
0
musika-hyperpop
freepina/musika-hyperpop
musika-hyperpop is a machine learning model from freepina. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Pretrained musikahyperpop model for the Musika system for fast infinite waveform music generation. Introduced in this paper.
Access
Public
Updated Nov 7, 2022
Repo size
534 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.npy290 MB · 54%
At a glance
- License
- mit
- Access
- Public
- Created
- Nov 7, 2022
- Updated
- Nov 7, 2022
- SHA
- 97396b45
Model card
From the Hugging Face model README
Musika Model: musika_hyperpop
Model provided by: freepina
Pretrained musika_hyperpop model for the Musika system for fast infinite waveform music generation. Introduced in this paper.
How to use
You can generate music from this pretrained musika_hyperpop model using the notebook available here.
Model description
This pretrained GAN system consists of a ResNet-style generator and discriminator. During training, stability is controlled by adapting the strength of gradient penalty regularization on-the-fly. The gradient penalty weighting term is contained in switch.npy. The generator is conditioned on a latent coordinate system to produce samples of arbitrary length. The latent representations produced by the generator are then passed to a decoder which converts them into waveform audio. The generator has a context window of about 12 seconds of audio.
- License
- mit
- Created
- Nov 7, 2022
- Updated
- Nov 7, 2022