Are there any deep learning models to forcast waveforms from waveforms?

Question

I want to forcast waveforms from waveforms. Now I have collected the dataset. The input feature is a waveform, e.g.: input feature

The out is also a waveform, e.g.: output feature

Are there any avaliable models to solve this problem?

Answer 1

All sequence-to-sequence models will for this. If you want to do image to image translation, then, just convert your image into sequence using CNNs (see text recognition models).