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musika-t-hecker
efederici/musika-t-hecker
musika-t-hecker is a machine learning model from efederici. 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 musikathecker model for the Musika system for fast infinite waveform music generation. Introduced in this paper.
Access
Public
Updated May 5, 2023
Repo size
533 MB
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Repo makeup
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.npy290 MB · 54%
At a glance
- License
- mit
- Access
- Public
- Created
- May 5, 2023
- Updated
- May 5, 2023
- SHA
- 21efde19
Model card
From the Hugging Face model README
Musika Model: musika_t_hecker
Model provided by: efederici
Pretrained musika_t_hecker 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_thecker 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
- May 5, 2023
- Updated
- May 5, 2023