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GANs are usually trained in a self-supervised fashion, i.e. they use the unlabelled data as the supervisory signal. Note that some self-supervised learning methods are unsupervised learning techniques, given that no human-annotated data is needed. However, not all SSL techniques are used for solving an unsupervised learning task. In fact, there are SSL ...


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They can indeed. Although generally they are kept to images because at the moment, they are the best at that, but not the best in other areas that you might consider. GANs can be used for audio generation, with many examples such as GANsynth and GAN voice generation. But each of these tasks are outperformed by other methods. With music generation, WaveNet is ...


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