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Review on Speech Recognition System for Indian Languages

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International Journal of Computer Applications
© 2015 by IJCA Journal
Volume 119 - Number 2
Year of Publication: 2015
Authors:
Jinal H. Tailor
Dipti B. Shah
10.5120/21039-3390

Jinal H Tailor and Dipti B Shah. Article: Review on Speech Recognition System for Indian Languages. International Journal of Computer Applications 119(2):15-18, June 2015. Full text available. BibTeX

@article{key:article,
	author = {Jinal H. Tailor and Dipti B. Shah},
	title = {Article: Review on Speech Recognition System for Indian Languages},
	journal = {International Journal of Computer Applications},
	year = {2015},
	volume = {119},
	number = {2},
	pages = {15-18},
	month = {June},
	note = {Full text available}
}

Abstract

Speech recognition system is a natural way for the interaction of human to machine. Automatic Speech Recognition is advance way to operate computer without much efforts through speech only. In this paper survey related to indo Aryan languages usage for communicating directly with the machine has been performed. This mechanism includes various techniques and experimental results. Speech Recognition system is implemented for English, French, Spanish, German, Japanese and Chinese. Only little work has been performed for Indo-Indian languages like Gujarati, Marathi, Hindi, Tamil etc. Speech to Text is an emerging research area due to complexity and various frameworks of Indo-Aryan languages.

References

  • Aggarwal, R. , and Dave M. , ?"Using Gaussian Mixtures for Hindi Speech Recognition System", International Journal of Signal Processing, Image Processing and Pattern Recognition, Vol. 2, No. 4, December 2011.
  • Akila A. ,E. Chandra. , - "Isolated Tamil Word Speech Recognition System Using HTK", International Journal of Computer Science Research and Application, Vol. 3, Issue 2,Pages 30-38
  • Chowdhury, S. , ?"Implementation of Speech Recognition System for Bangla", BRAC University, DHAKA, Bangladesh, August 2010.
  • Gaikwad S. , Gawali, B. , Mehrotra S. , ?"POLLY CLINIC INQUIRY SYSTEM USING IVR IN MARATHI LANGUAGE", International Journal of Machine Intelligence, ISSN: 0975–2927 & E-ISSN: 0975–9166, Volume 3, Issue 3, 2011, pp-142-145.
  • Gawali, B. , Gaikwad S. , Yannawar P. , Mehrotra S. , ?"Marathi Isolated Word Recognition System using MFCC and DTW Features" , International Conference on Advances in Computer Science 2010, DOI: 02. ACS. 2010. 01. 73.
  • Ghai W. , Singh N. , - "Analysis of Automatic Speech Recognition Systems for Indo-Aryan Languages : Punjabi A Case Study", International Journal of Soft Computing and Engineering, Vol. 2, Issue 1, March 2012
  • Hasnat, M. , Molwa, J. ,Khan, M. , ?"Isolated and Continuous Bangla Speech Recognition: Implementation, Performance and application perspective",2007.
  • Kumar, K. ,Aggarwal R. , ?"Hindi Speech Recognition System Using HTK", International Journal of Computing and Business Research, ISSN (Online): 2229-6166, Volume 2 Issue 2, May 2011.
  • Kumar R. , Singh C. , Kaushik S. , ?"Isolated and Connected Word Recognition for Punjabi Language using Acoustic Template Matching Technique?, 2004.
  • Kumar, R. , ?"Comparison of HMM and DTW for Isolated Word Recognition System for Punjabi Language", International Journal of Soft Computing 5(3):88-92, 2010.
  • Mishra A. , Biswas A. ,Chandra M. ,and Sharan N. , - "Robust Hindi Connected Digit Recognition", International Journal of Signal Processing, Image Processing and Pattern Recognition, Vol. 4, No. 2, June 2011
  • Mohanty S. , Swain B. , ?"Continuous Oriya Digit Recognition using Bakis Model of HMM", International Journal of Computer Information Systems, Vol. 2, No. 1, 2011.
  • Mohanty S. , Swain B. , ?"Markov Model Based Oriya Isolated Speech Recognizer",An Emerging Solution for Visually Impaired Students in School and Public Examination?, Special Issue of IJCCT Vol. 2 Issue 2, 3, 4; International Conference On Communication Technology-2010.
  • Nadungodage T. , Weerasinghe, R. , ?Continuous Sinhala Speech Recognizer?, Conference on Human Language Technology for Development, Alexandria, Egypt, May 2011.
  • Pandit P. , Bhatt S. , - "Automatic Speech Recognition of Gujarati Digits using Dynamic Time Warping", International Journal of Engineering and Innovative Technology, Vol. 3, Issue 12, June 2014
  • Patel H. , Virparia P. , - "A Small Vocabulary Speech Recognition for Gujarati", International Journal of Advanced Research in Computer Science, Vol. 2, No. 1, Jan-Feb 2011
  • Patel H. , Virparia P. , - "Generic Model for Text Dependent Automatic Gujarati Speaker Recognition", International Journal of Emerging Trends & Technology in Computer Science, Vol. 1, Issue 3, September – October 2012
  • Patel J. , Patel P. , and Virparia P. , - "Voice Enabled Telephony Commands using Gujarati Speech Recognition", International Journal of Advanced Research in Computer Science and Software Engineering", Vol. 3, Issue 10, October 2013
  • Purnima P. , Bhatt S, - "Automatic Speech Recognition of Gujarati Digits using Dynamic Time Warping", International Journal of Engineering and Innovative Technology, Vol. 3, Issue 12, June 2014
  • Sahani S. , Ramamohan S. , and Pradhan V. , - "On Speech Synthesis for Gujarati Numeric", Bulletin of the Marathwada Mathematical Society, Vol. 13, No. 2, pages 53-60, December – 2013
  • Sarfraz H. , Hussain S. , Bokhari R. , Raza A, Ullah I. , Sarfraz Z. , Pervez S. , Mustafa A. , Javed I. , Parveen R. , ?"Large Vocabulary Continuous Speech Recognition for Urdu", International Conference on Frontiers of Information Technology, Islamabad, 2010.
  • Samudravijaya, K. , ?"Computer Recognition of Spoken Hindi",Proceeding of International Conference of Speech, Music and Allied Signal Processing, Triruvananthapuram, pages 8-13, 2000.
  • Sarma M, Sarm K. , ?"Assamese Numeral Speech Recognition using Multiple Features and Cooperative LVQ – Architectures", International Journal of Electrical and Electronics 5:1, 2011.
  • Sarma, M. , Dutta, K. , Sarma, K. , ?"Assamese Numeral Corpus for Speech Recognition using Cooperative ANN Architecture", International Journal of Electrical and Electronics Engineering 3:8 2009.
  • Sivaraman G. , Samudravijaya K. , - "Hindi Speech Recognition and Online Speaker Adaption", International Conference on Technology System and Management, ICTSM-2011, IJCA.
  • Raza, A. , Hussain, S. , Sarfraz, H. , Ullah, I. , and Sarfraz, Z. , ?"An ASR System for Spontaneous Urdu Speech", Proceedings of O-COCOSDA'09 and IEEE Xplore, 2009.