INVESTIGATIONS INTO THE EFFECT OF PROPOSED VQ TECHNIQUE ON ISOLATED HINDI SPEECH RECOGNITION USING DISCRETE HMM’S

Authors

  • Satish Kumar Research Scholar,MewarUniversity, Rajasthan ,India
  • Prof. Jai Prakash Visiting Professor, Mewar University, Rajasthan, India

Keywords:

VQ, Discrete HMM, Isolated Speech Recognizer

Abstract

This paper describes the development of Front End for a Isolated Hindi speech recognizer which includes the
digitization of raw speech and finding its Mel frequency cepstral coefficients (MFCC) which are subjected to a
proposed Vector Quantization (VQ) technique. The Effect of proposed VQ technique is investigated through
Proposed discrete Isolated Hindi speech recognizer. This includes a Front End along with a Statistical model such
as HMM. The results of the experimentation have shown that Proposed VQ technique is more powerful and efficient
as compared to existing K Means technique.

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Published

2015-08-25

How to Cite

Satish Kumar, & Prof. Jai Prakash. (2015). INVESTIGATIONS INTO THE EFFECT OF PROPOSED VQ TECHNIQUE ON ISOLATED HINDI SPEECH RECOGNITION USING DISCRETE HMM’S. International Journal of Advance Research in Engineering, Science & Technology, 2(8), 32–42. Retrieved from https://ijarest.org/index.php/ijarest/article/view/267

Issue

Vol. 2 No. 8 (2015): Volume: 02, Issue: 08 - August, 2015.

Section

Articles