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+ ---
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+ license: mit
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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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+
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+ # Musika Model: juancopi81/musika-reggaton-15-epochs-techno
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+ ## Model provided by: juancopi81
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+
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+ Pretrained juancopi81/musika-reggaton-15-epochs-techno 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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+
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+ ## How to use
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+
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+ You can generate music from this pretrained juancopi81/musika-reggaton-15-epochs-techno model using the notebook available [here](https://colab.research.google.com/drive/1HJWliBXPi-Xlx3gY8cjFI5-xaZgrTD7r).
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+
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+ ### Model description
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+
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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.