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How can we use AI deep learning technology to create music and songs? How does AI music generator and songwriting app work : Google Magenta, Amazon DeepComposer, OpenAI MuseNet, AIVA, and Amper Music. Autoregressive models have worked best in AI music applications such as RNN and Transformer. Autoencoder architecture is used to build an AI music creation tool.