Effect of Pre-processing along with MFCC Parameters in Speech Recognition

Low Cost Journal,International Peer Reviewed and Refereed Journals,Fast Paper Publication approved journal IJEDR(ISSN 2321-9939) apply for ugc care approved journal, UGC Approved Journal, ugc approved journal, ugc approved list of journal, ugc care journal, care journal, UGC-CARE list, New UGC-CARE Reference List, UGC CARE Journals, ugc care list of journal, ugc care list 2020, ugc care approved journal, ugc care list 2020, new ugc approved journal in 2020, Low cost research journal, Online international research journal, Peer-reviewed, and Refereed Journals, scholarly journals, impact factor 7.37 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool)

	INTERNATIONAL JOURNAL OF ENGINEERING DEVELOPMENT AND RESEARCH (International Peer Reviewed,Refereed, Indexed, Citation Open Access Journal) ISSN: 2321-9939 \| ESTD Year: 2013 Google Scholar Impact Factor- 7.37 (Year 2020)	Submit Paper Online Login to Author Home want to start Journal?
HOME About us Research Area Approval, Association and Indexing EDITORIAL / RMS Editorial Board member Login into RMS About RMS Join RMS As Reviewer/Referral FOR AUTHOR Publication Guidelines Sample Paper Format Submit Paper Online Track Submitted Paper Publication Charges Document Preparation Guideline Hardcopy Related Research Area CURRENT ISSUE ARCHIVE CONFERENCE PROPOSAL CONFERENCE PROPOSAL NCETSE-14 NCISECT-15 EEECOS-14 RTEECE-14 SUBMIT PAPER ONLINE CONTACT US FAQ

Current Issue

Call For Papers
June 2023
Volume 11 | Issue 2
Last Date : 29 June 2023
Review Results: Within 12-20 Days

For Authors

Publication Guidelines Document Preparation Guideline Sample Paper format Track Submitted Paper Publication Charges Hardcopy Related DOI List of Research Area

Archives

Current Issue Past Issue Conference Proceedings

Indexing Partner

Research Area

Engineering Science & Technology Pharmacy Science All Commerce Arts Medical Science Life Sciences Health Science Social Science and Humanities Managment and Tourism LAW & Education

LICENSE

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License

Paper Details

Paper Title

Effect of Pre-processing along with MFCC Parameters in Speech Recognition

Authors

Ms.Ankita S. Chavan, Mrs.S. S Munot(Bhabad)

Click Here to Download Article

Abstract

This paper gives brief description about feature extraction technique using MFCC. MFCC is mostly used in Automatic Speech Recognition System. Feature extraction plays an important role in ASR, which provides the set of main features. This paper includes the results for effects of normalization, down-sampling and parameter changes like window size, linear spacing. Speech recognition means pattern recognition problem, so classification is done on data using minimum distance classifier. Training and testing data are different. For down-sampling i.e Fs/4 more accuracy is achieved than normalization.

Keywords- Automatic Speech Recogniton(ASR), Down Sampling(Fs), Mel Frequency Cepstral Coefficients (MFCC), Discrete Cosine Transform(DCT).

Publication Details

Unique Identification Number - IJEDR1603093
Page Number(s) - 563-566
Pubished in - Volume 4 | Issue 3 | August 2016
DOI (Digital Object Identifier) -
Publisher - IJEDR (ISSN - 2321-9939)

Cite this Article

Ms.Ankita S. Chavan, Mrs.S. S Munot(Bhabad), "Effect of Pre-processing along with MFCC Parameters in Speech Recognition ", International Journal of Engineering Development and Research (IJEDR), ISSN:2321-9939, Volume.4, Issue 3, pp.563-566, August 2016, Available at :http://www.ijedr.org/papers/IJEDR1603093.pdf

Share This Article