
# Musika Model: musika_bullerengue_alpha
## Model provided by: frncscp

Pretrained musika_bullerengue_alpha 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).

## How to use

You can generate music from this pretrained musika_bullerengue_alpha model using the notebook available [here](https://colab.research.google.com/drive/1HJWliBXPi-Xlx3gY8cjFI5-xaZgrTD7r).

### 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", "library_name": "keras", "tags": ["audio", "music", "generation", "tensorflow", "keras"]}
keras audio music generation tensorflow arxiv:2208.08706 license:mit region:us
TAGS
#keras #audio #music #generation #tensorflow #arxiv-2208.08706 #license-mit #region-us 


# Musika Model: musika_bullerengue_alpha
## Model provided by: frncscp

Pretrained musika_bullerengue_alpha 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_bullerengue_alpha 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 *URL*. 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.
# Musika Model: musika_bullerengue_alpha ## Model provided by: frncscp

Pretrained musika_bullerengue_alpha 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_bullerengue_alpha 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 *URL*. 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.
TAGS
#keras #audio #music #generation #tensorflow #arxiv-2208.08706 #license-mit #region-us 
 # Musika Model: musika_bullerengue_alpha ## Model provided by: frncscp

Pretrained musika_bullerengue_alpha 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_bullerengue_alpha 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 *URL*. 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.
TAGS
#keras #audio #music #generation #tensorflow #arxiv-2208.08706 #license-mit #region-us 
# Musika Model: musika_bullerengue_alpha## Model provided by: frncscp

Pretrained musika_bullerengue_alpha 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_bullerengue_alpha 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 *URL*. 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.