Incorporating finer acoustic phonetic features in lexicon for Hindi language speech recognition

Abstract

Lexicon, used in speech recognition, is the list of words and corresponding pronunciation using a standard acoustic notation. Currently ILSL12 phone-set is widely used for Indian Language speech recognition. However, it has limitations to represent features of the speech like, voicing, fricatives, etc. that are found in Indian Languages. This paper addresses this limitation by considering the voiced and unvoiced features for Hindi speech recognition by incorporating finer representations at the time of lexicon expansion. The approach is tested for Hindi word recognition and has shown significant improvement in WER.

Subject Classification:

• Computer Science

Keywords:

• Automatic Speech Recognition
• ASR
• Lexicon development
• Indian Language Speech Recognition