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GANSynth: Making music with GANs

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In this post, we introduce GANSynth, a method for generating high-fidelity audio with Generative Adversarial Networks (GANs). Colab Notebook 🎵Audio E...

GANSynth: Making music with GANs Feb 25, 2019 Jesse Engel jesseengel jesseengel In this post, we introduce GANSynth, a method for generating high-fidelity audio with Generative Adversarial Networks (GANs). Colab Notebook 🎵 Audio Examples 📝 ICLR 2019 Paper GitHub Code Why generate audio with GANs? GANs are a state-of-the-art method for generating high-quality images . However, researchers have struggled to apply them to more sequential data such as audio and music, where autoregressive (AR) models such as WaveNets and Transformers dominate by predicting a single sample at a time. While this a

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