RNN stands for Recurrent Neural Network. It's a powerful evolution of neural networks that facilitates the processing of sequential data such as audio or timeseries. This makes it a very popular choice for many ML-powered audio applications such as [noise-suppression], [vocal-synthesis], and more.
Some projects that make use of RNNs: