nobitachainsaw
commited on
Commit
•
4b78bc0
1
Parent(s):
6088526
Upload yellow-magic-orchestra(complete) readme
Browse files
README.md
ADDED
@@ -0,0 +1,23 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
license: mit
|
3 |
+
tags:
|
4 |
+
- audio
|
5 |
+
- music
|
6 |
+
- generation
|
7 |
+
- tensorflow
|
8 |
+
---
|
9 |
+
|
10 |
+
# Musika Model: yellow-magic-orchestra(complete)
|
11 |
+
## Model provided by: nobitachainsaw
|
12 |
+
|
13 |
+
Pretrained yellow-magic-orchestra(complete) model for the [Musika system](https://github.com/marcoppasini/musika) for fast infinite waveform music generation.
|
14 |
+
Introduced in [this paper](https://arxiv.org/abs/2208.08706).
|
15 |
+
|
16 |
+
## How to use
|
17 |
+
|
18 |
+
You can generate music from this pretrained yellow-magic-orchestra(complete) model using the notebook available [here](https://colab.research.google.com/drive/1HJWliBXPi-Xlx3gY8cjFI5-xaZgrTD7r).
|
19 |
+
|
20 |
+
### Model description
|
21 |
+
|
22 |
+
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.
|
23 |
+
The generator has a context window of about 12 seconds of audio.
|