Recurrent Neural Networks and Morphological Features in Language Modeling for Serbian

This paper describes the current state-of-the-art language model for the Serbian language, and also a specific way of dealing with one of the issues that is present in Serbian automatic speech recognition systems. This issues arises from the fact that Serbian is a highly inflective language, which leads to recognition mistakes where the basic form of the word is guessed correctly, but the word end...