Call for Paper - August 2022 Edition
IJCA solicits original research papers for the August 2022 Edition. Last date of manuscript submission is July 20, 2022. Read More

Voice Recognition using Dynamic Time Warping and Mel-Frequency Cepstral Coefficients Algorithms

Print
PDF
International Journal of Computer Applications
© 2015 by IJCA Journal
Volume 116 - Number 2
Year of Publication: 2015
Authors:
Abdelmajid H. Mansour
Gafar Zen Alabdeen Salh
Khalid A. Mohammed
10.5120/20312-2362

Abdelmajid H Mansour, Gafar Zen Alabdeen Salh and Khalid A Mohammed. Article: Voice Recognition using Dynamic Time Warping and Mel-Frequency Cepstral Coefficients Algorithms. International Journal of Computer Applications 116(2):34-41, April 2015. Full text available. BibTeX

@article{key:article,
	author = {Abdelmajid H. Mansour and Gafar Zen Alabdeen Salh and Khalid A. Mohammed},
	title = {Article: Voice Recognition using Dynamic Time Warping and Mel-Frequency Cepstral Coefficients Algorithms},
	journal = {International Journal of Computer Applications},
	year = {2015},
	volume = {116},
	number = {2},
	pages = {34-41},
	month = {April},
	note = {Full text available}
}

Abstract

Voice recognition is an important and active research area of the recent years. This research aims to build a system for voice recognition using dynamic time wrapping algorithm, by comparing the voice signal of the speaker with pre-stored voice signals in the database, and extracting the main features of the speaker voice signal using Mel-frequency cepstral coefficients, which is one of the most important factors in achieving high recognition accuracy.

References

  • Shumaila Iqbal, Tahira Mahboob and Malik Sikandar Hayat Khiyal, "Voice Recognition using HMM with MFCC for Secure ATM", IJCSI International Journal of Computer Science Issues, Vol. 8, Issue 6, No 3, November 2011, ISSN (Online): 1694-0814, pp. 297-303.
  • Debnath Bhattacharyya, Rahul Ranjan, Farkhod Alisherov A. and Minkyu Choi, "Biometric Authentication: A Review", International Journal of u- and e- Service, Science and Technology Vol. 2, No. 3, September, 2009.
  • Judith A. Markowitz, "Voice Biometrics", September 2000/Vol. 43, No. 9 Communications of the ACM.
  • Dr. Kavitha. R, Nachammai. N, Ranjani. R, Shifali. J," Speech Based Voice Recognition System for Natural Language Processing", (IJCSIT) International Journal of Computer Science and Information Technologies, Vol. 5 (4), 2014, ISSN: 0975-9646, pp. 5301-5305.
  • Lindasalwa Muda, Mumtaj Begam and I. Elamvazuthi," Voice Recognition Algorithms using Mel Frequency Cepstral Coefficient (MFCC) and Dynamic Time Warping (DTW) Techniques", JOURNAL OF COMPUTING, VOLUME 2, ISSUE 3, MARCH 2010, ISSN 2151-9617, pp. 138 -143.
  • Sahil Verma, Tarun Gulati, Rohit Lamba," RECOGNIZING VOICE FOR NUMERICS USING MFCC AND DTW" International Journal of Application or Innovation in Engineering & Management (IJAIEM), Volume 2, Issue 5, May 2013 ISSN 2319 – 4847, pp. 127 -130.
  • Nidhi Desai 1, Prof. Kinnal Dhameliya2, Prof. Vijayendra Desai, "Recognizing voice commands for robot using MFCC and DTW", International Journal of Advanced Research in Computer and Communication Engineering Vol. 3, Issue 5, May 2014, ISSN (Online), 2278-1021, pp. 6456 6459.
  • Md. Akkas Ali, Manwar Hossain and Mohammad Nuruzzaman Bhuiyan," Automatic Speech Recognition Technique for Bangla Words", International Journal of Advanced Science and Technology Vol. 50, January, 2013, pp. 51-60.
  • MarutiLimkar, RamaRao & VidyaSagvekar, "Isolated Digit Recognition Using MFCC AND DTW", International Journal on Advanced Electrical and Electronics Engineering, (IJAEEE), ISSN (Print): 2278-8948, Volume-1, Issue-1, 2012, pp. 59-64.
  • R. Bellman and S. Dreyfus, "Applied Dynamic Programming", Princeton, NJ, Princeton University Press, 1962.
  • M. A. Anusuya, S. K. Katti, Classification Techniques used in Speech Recognition Applications: A Review -– Int. J. Comp. Tech. Appl. , July-August 2011 -Vol 2 (4), 910-954.
  • Ms. Savitha and S Upadhya," Digit Recognizer Using Single and Average Template Matching Techniques", International Journal of Emerging Technologies in Computational and Applied Sciences, 3(3), Dec. 12-Feb. 13, ISSN (Online): 2279-0055, pp. 357-362
  • Om Prakash Prabhakar, Navneet Kumar Sahu," A Survey On: Voice Command Recognition Technique", International Journal of Advanced Research in Computer Science and Software Engineering, Volume 3, Issue 5, May 2013 ISSN: 2277 128X, pp. 576-585.