4 papers · 1 filter
Structured Language Modeling for Speech Recognition
Ciprian Chelba, Frederick Jelinek
A new language model for speech recognition is presented. The model develops hidden hierarchical syntactic-like structure incrementally and uses it to extract meaningful informatio…
Recognition Performance of a Structured Language Model
Ciprian Chelba, Frederick Jelinek
A new language model for speech recognition inspired by linguistic analysis is presented. The model develops hidden hierarchical structure incrementally and uses it to extract mean…
Refinement of a Structured Language Model
Ciprian Chelba, Frederick Jelinek
A new language model for speech recognition inspired by linguistic analysis is presented. The model develops hidden hierarchical structure incrementally and uses it to extract mean…
Exploiting Syntactic Structure for Natural Language Modeling
Ciprian Chelba
The thesis presents an attempt at using the syntactic structure in natural language for improved language models for speech recognition. The structured language model merges techni…