add model card

README.md

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 ---
 license: mit
+library_name: keras
+tags:
+- audio
+- music
+- generation
+- tensorflow
 ---
+
+# Musika Misc Small Model
+
+Pretrained Misc Small GAN model for the [Musika system](https://github.com/marcoppasini/musika) for fast infinite waveform music generation.
+Introduced in [this paper](https://arxiv.org/abs/2208.08706).
+
+## 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 6 seconds of audio (half the context of the full Misc model).
+
+### How to use
+
+This pretrained Misc Small GAN system is automatically downloaded at the first execution of the system. Try Musika [here](https://github.com/marcoppasini/musika)!
+
+
+## Training data
+
+The Misc Small GAN system was trained on the SXSW music dataset (17000 songs with diverse genres).