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bullerengue-alpha
musika/bullerengue-alpha
bullerengue-alpha is a machine learning model from musika. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras. The card lists the license as mit.
Pretrained musikabullerenguealpha model for the Musika system for fast infinite waveform music generation. Introduced in this paper.
Access
Public
Updated May 8, 2023
Repo size
534 MB
Likes
2
Public
Repo makeup
Click a slice to open those files.
.npy290 MB · 54%
At a glance
- Library
- keras
- License
- mit
- Access
- Public
- Created
- Apr 29, 2023
- Updated
- May 8, 2023
- SHA
- fcf3908a
Model card
From the Hugging Face model README
Musika Model: musika_bullerengue_alpha
Model provided by: frncscp
Pretrained musika_bullerengue_alpha 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_bullerengue_alpha 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.
- Library
- keras
- License
- mit
- Created
- Apr 29, 2023
- Updated
- May 8, 2023