N-gram language models for Polish language. Basic concepts and applications in automatic speech recognition systems

摘要

Usage of language models in automatic speech recognition systems usually give significant quality and certainty improvement of recognition outcomes. On the other hand, wrongly chosen or trained language models can result in serious degradation not only recognition quality but also overall performance of the system. Proper selection of language material, system parameters and representation of the model itself is important task during language models construction process.