This article discusses how sequence models work and some of their application.

Sequence models are a special class of deep neural networks that have applications in machine translation, speech recognition, image captioning, music generation, etc. Sequence problems can be of varying types where the input X and output Y might both be sequences with either the same length or different lengths. It can also be that only one of X or Y is a sequence. Read More