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add model card

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  license: mit
 
 
 
 
 
 
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  license: mit
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+ library_name: keras
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+ tags:
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+ - audio
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+ - music
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+ - generation
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+ - tensorflow
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  ---
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+ # Musika Techno Model
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+ Pretrained Techno GAN model for the [Musika system](https://github.com/marcoppasini/musika) for fast infinite waveform music generation.
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+ Introduced in [this paper](https://arxiv.org/abs/2208.08706).
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+ ## Model description
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+ 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.
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+ The generator has a context window of about 12 seconds of audio.
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+ ### How to use
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+ This pretrained Techno GAN system is automatically downloaded at the first execution of the system. Try Musika [here](https://github.com/marcoppasini/musika)!
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+ ## Training data
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+ The Techno GAN system was trained on 1000 hours of music with the *techno* tag from *jamendo.com*.