1) For training, the RNN needs to be fed a full sequence so that it can backpropagate through time. When we actually use the RNN, we also feed a sequence, but we do it one frame at a time because we want the algorithm to be real-time (for batch denoising, we could feed the sequence all at once)

2) Yes, we use a frame size of 20 ms, with 10 ms overlap.