For example, an LSTM or GRU model can recognize the words spoken by a user, or synthesize speech from text, by applying a sequence-to-sequence architecture, similar to NLP.

The long short term memory (LSTM) network is a popular deep learning model with a wide range of applications. Skip connection is a promising and important architectural innovation that can noticeably ...

This paper focuses on the application of advanced neural network frameworks, specifically Long Short-Term Memory (LSTM) networks, to tackle complex time series data prediction challenges. It aims to ...