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earthbound-epoch20
musika/earthbound-epoch20
earthbound-epoch20 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. The card lists the license as mit.
Pretrained earthboundepoch20 model for the Musika system for fast infinite waveform music generation. Introduced in this paper.
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Public
Updated Oct 17, 2023
Repo size
533 MB
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.npy290 MB · 54%
At a glance
- License
- mit
- Access
- Public
- Created
- Oct 17, 2023
- Updated
- Oct 17, 2023
- SHA
- b9123363
Model card
From the Hugging Face model README
Musika Model: earthbound_epoch20
Model provided by: nobitachainsaw
Pretrained earthbound_epoch20 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 earthbound_epoch20 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
- Oct 17, 2023
- Updated
- Oct 17, 2023