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sharoubgm
musika/sharoubgm
sharoubgm 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 sharoubgm model for the Musika system for fast infinite waveform music generation. Introduced in this paper.
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Public
Updated Nov 2, 2023
Repo size
534 MB
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Repo makeup
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.npy290 MB · 54%
At a glance
- License
- mit
- Access
- Public
- Created
- Nov 2, 2023
- Updated
- Nov 2, 2023
- SHA
- e68aaec8
Model card
From the Hugging Face model README
Musika Model: sharoubgm
Model provided by: nobitachainsaw
Pretrained sharoubgm 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 sharoubgm 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 2, 2023
- Updated
- Nov 2, 2023