Automatic Speaker Recognition Using SVM
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064



Research Paper | Computer Science & Engineering | India | Volume 4 Issue 5, May 2015

Automatic Speaker Recognition Using SVM

Umer Malik, P.K. Mishra

In this paper we describe the use of Wavelet Transform (WT) and SVM in the process of recognizing a speaker. Feature extraction and Denoising is done through Wavelet Transform and SVM is used in order to serve the purpose of classifier.

Keywords: WT, SVM, HMM, DTW, LFCC, MFC, FFT, Mean, Variance

Edition: Volume 4 Issue 5, May 2015

Pages: 3213 - 3220

Share this Article

How to Cite this Article?

Umer Malik, P.K. Mishra, "Automatic Speaker Recognition Using SVM", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB155036, Volume 4 Issue 5, May 2015, 3213 - 3220

59 PDF Views | 50 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'WT'

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1936 - 1938

A Mining Method to Predict Patient's DOSH

Ruchi Rathor, Pankaj Agarkar

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014

Pages: 482 - 485

A Comparative Study and an Overview of the Various Software Reliability Growth Models

Shivam Gautam, Arti Rana

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 1, January 2015

Pages: 2542 - 2550

Process of Crime Scene Investigation and Simulated Reconstruction

Prof. Dr. Samir Kumar Bandyopadhyay, Nabanita Basu

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2015 - 2017

Frequent Pattern Growth to Mine Infrequent Weighted Item-Set

Vaidya Seema Bhagwan

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 2, February 2015

Pages: 1825 - 1828

Link-Anomaly Detection in Twitter Streams

Shari P S

Share this Article

Similar Articles with Keyword 'SVM'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1907 - 1913

Human Gait Recognition Using Multisvm Classifier

Saranya Sasidharan, Smitha K S, Minu Thomas

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 9 Issue 5, May 2020

Pages: 1365 - 1367

A Survey on Detection of Fake Online Reviews

Dr. Sameena Banu, Asma Shaheen

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 3173 - 3178

An Overview of Pattern Recognition Applications and Its Approaches: A Review

Rajleen Kaur

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 1717 - 1722

Weighted Sentiment Analysis Using Artificial Bee Colony Algorithm

Ruby Dhurve, Megha Seth

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 8, August 2015

Pages: 2016 - 2019

A Survey on Outlier Detection Methods

Rajani S Kadam, Prakash R Devale

Share this Article

Similar Articles with Keyword 'HMM'

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 574 - 579

Internet Banking Fraud Detection using HMM and BLAST-SSAHA Hybridization

Avanti H. Vaidya, S. W. Mohod

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1984 - 1987

Automatic VOE Techniques using CRF and Visual Saliency Method

Dr. Swathi. K, Sivabalan.T, Vijayanathan.R

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 3, March 2016

Pages: 1931 - 1934

Scheduled Based Optimal Web Service Selection

Anuradha Kore, D. S. Bhosale

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1769 - 1771

A Review of Comparatively Study of Different Speaker Recognition Techniques

Umer Malik

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 1520 - 1522

Survey of Various Techniques for Signature Recognition and Verification

Sharayu S. Sangekar, D. C. Dhanwani

Share this Article

Similar Articles with Keyword 'DTW'

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 3, March 2014

Pages: 718 - 721

Writer Adaptation for Handwriting Recognition in Hindi Language - A Survey

Nupur Gulalkari, Shreya Prabhu, Anjali Pachpute, Rekha Sugandhi, Kapil Mehrotra

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3213 - 3220

Automatic Speaker Recognition Using SVM

Umer Malik, P.K. Mishra

Share this Article

Similar Articles with Keyword 'MFC'

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 12, December 2015

Pages: 1518 - 1520

Study of Audio Descriptors for Specific Musical Instrument Identification in North Indian Classical Music

Dattatraya Kuralkar, Saurabh Deshmukh

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015

Pages: 1769 - 1771

A Review of Comparatively Study of Different Speaker Recognition Techniques

Umer Malik

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3213 - 3220

Automatic Speaker Recognition Using SVM

Umer Malik, P.K. Mishra

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 7, July 2014

Pages: 1373 - 1377

Symbolic Representation of Speech for Text Independent Speaker Recognition

Akshay S, Apoorva P

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 247 - 253

A Survey on English Digit Speech Recognition using HMM

Vaibhavi Trivedi

Share this Article

Similar Articles with Keyword 'FFT'

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3213 - 3220

Automatic Speaker Recognition Using SVM

Umer Malik, P.K. Mishra

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 8, August 2016

Pages: 1477 - 1480

Image Registration Using Wavelet Transform

Safia Sadruddin, Dr. Rashid Ali

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014

Pages: 2114 - 2117

Image Cryptography Technique based on FFT

Mudiyala. Akila Sowndarya, Damodara V V S Phani Kumar

Share this Article

Similar Articles with Keyword 'Mean'

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 9, September 2020

Pages: 1330 - 1335

Efficient Image Encryption EIE - Compression System Using Haar Wavelets Using Matlab

Kavita, Anil Vadhwa

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 165 - 167

Statistical Analysis of DCT Coefficients for Ascertaining Ear's Biometrics

Nisha, Jatinder Kansal, JPS Raina

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 11, November 2015

Pages: 2294 - 2297

Disease Inference and Community-based Health Services

Asif Akram, Rekha Jadhav

Share this Article

Review Papers, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 1587 - 1591

Layers of Internet Privacy

Amit Dabas, Ashish Kumar Sharma

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015

Pages: 2386 - 2390

GMFAD and CDAL-M Models for Identification of Adversary Attacks in Wireless Sensor Network using RSS

Santosh S. Doifode, D. C. Mehetre

Share this Article

Similar Articles with Keyword 'Variance'

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 3, March 2013

Pages: 165 - 167

Statistical Analysis of DCT Coefficients for Ascertaining Ear's Biometrics

Nisha, Jatinder Kansal, JPS Raina

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016

Pages: 1690 - 1694

Analytics of Application Resource Utilization within the Virtual Machine

Priyanka H

Share this Article

Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 528 - 532

Knowledge Fusion Technique Using Classifier Ensemble by Combining the Sets of Classification Rules

Jaydeep B. Patil, Vaishali Nandedkar

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 1815 - 1819

Discriminative Feature Selection by Nonparametric Way with Cluster Validation

Choudari Anantha, Dharmaiah Devarapalli

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 1054 - 1058

Colour Extended Visual Cryptography based on MKGED

T. Anuradha, Dr. K. Usha Rani

Share this Article
Top