Downloads: 114
Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014
A Literature Survey on Recurrent Neural Network and Various Techniques for Speech Recognition
Amitkumar Panchal, Ompriya Kale
Speech is the vocalized form of human communication. Each spoken word is created out of the phonetic combination of a limited set of vowel and consonant speech sound units. Speech Recognition (SR) is the ability of a machine or program to identify words and phrases in spoken language and convert them to a machine-readable format. SR has evolved quite a bit over the past few years and the Initially it used to work in discrete dictation mode where you had to pause and stop between every spoken word. Today, however it uses continuous dictation, It is also become smarter with its own set of grammar rules to make out the meaning of what is being said. In this work, different method is used for Speech Recognition (SR) in Recurrent Neural Network (RNN) which improve the performance SR.
Keywords: Speech Recognition, Recurrent Neural Network, Deep Neural Network, Mel-frequency cepstrum, Principal Component Analysis
Edition: Volume 3 Issue 12, December 2014
Pages: 1270 - 1272
How to Cite this Article?
Amitkumar Panchal, Ompriya Kale, "A Literature Survey on Recurrent Neural Network and Various Techniques for Speech Recognition", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=SUB14696, Volume 3 Issue 12, December 2014, 1270 - 1272
Similar Articles with Keyword 'Speech Recognition'
Downloads: 107
Survey Paper, Computer Science & Engineering, India, Volume 4 Issue 10, October 2015
Pages: 1434 - 1436Method for Repossession of Content Based Video using Speech and Text Information
Manasi A. Kabade, U.A. Jogalekar
Downloads: 108
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 1152 - 1154A Survey on Content based Video Retrieval Using Speech and Text information
Laxmikant S. Kate, M. M. Waghmare
Downloads: 113
Review Papers, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 3173 - 3178An Overview of Pattern Recognition Applications and Its Approaches: A Review
Rajleen Kaur
Downloads: 114
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1270 - 1272A Literature Survey on Recurrent Neural Network and Various Techniques for Speech Recognition
Amitkumar Panchal, Ompriya Kale
Downloads: 116 | Monthly Hits: ⮙6
Research Paper, Computer Science & Engineering, Bangladesh, Volume 3 Issue 6, June 2014
Pages: 2403 - 2405Instant Bangla Speech to Text Conversion
Nazia Hossain, Dilruba Shareen, Tarin Kazi
Similar Articles with Keyword 'Recurrent Neural Network'
Downloads: 25
Research Paper, Computer Science & Engineering, India, Volume 10 Issue 3, March 2021
Pages: 1720 - 1723Key Phrase Extraction Using Recurrent Neural Network
Aakib Jabbar, Preeti Sondhi
Downloads: 103
Review Papers, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 1769 - 1771A Review of Comparatively Study of Different Speaker Recognition Techniques
Umer Malik
Downloads: 113
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 6, June 2014
Pages: 885 - 888Half Hourly Electricity Load Prediction using Echo State Network
Shivani Varshney, Toran Verma
Downloads: 114
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1270 - 1272A Literature Survey on Recurrent Neural Network and Various Techniques for Speech Recognition
Amitkumar Panchal, Ompriya Kale
Downloads: 137
Research Paper, Computer Science & Engineering, India, Volume 6 Issue 11, November 2017
Pages: 36 - 39Modified Long Short-Term Memory Recurrent Neural Network Architectures
Manish Rana, Shubham Mishra
Similar Articles with Keyword 'Deep Neural Network'
Downloads: 114
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1270 - 1272A Literature Survey on Recurrent Neural Network and Various Techniques for Speech Recognition
Amitkumar Panchal, Ompriya Kale
Downloads: 136
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 5 Issue 5, May 2016
Pages: 369 - 374Ship Detection on Space borne Image Using Machine Learning Techniques
Prathima V R, Manasa C H
Downloads: 139
Survey Paper, Computer Science & Engineering, India, Volume 5 Issue 4, April 2016
Pages: 187 - 193A Survey and Comparison of Artificial Intelligence Techniques for Image Classification and Their Applications
Vishal.T.V, Srinidhi.S, Srividhya.S, Sri Vishnu Kumar.K, Swathika R
Downloads: 150
Survey Paper, Computer Science & Engineering, India, Volume 8 Issue 12, December 2019
Pages: 320 - 324Deep Collaborative Learning Approach Over Object Recognition
Yash Munot
Downloads: 152 | Monthly Hits: ⮙1
Research Paper, Computer Science & Engineering, India, Volume 5 Issue 11, November 2016
Pages: 824 - 829A Deep Comparative Study between Different Neural Networks Classifiers
Alka Kumari, Ankita Sharma
Similar Articles with Keyword 'Mel-frequency cepstrum'
Downloads: 112 | Weekly Hits: ⮙4
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 37 - 43Secured Mobile Communication using Audio Steganography by Mel-Frequency Cepstrum Analysis
Aswin.V, Narmadha.V
Downloads: 114
Survey Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014
Pages: 1270 - 1272A Literature Survey on Recurrent Neural Network and Various Techniques for Speech Recognition
Amitkumar Panchal, Ompriya Kale
Similar Articles with Keyword 'Principal Component Analysis'
Downloads: 105
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 4, April 2015
Pages: 1537 - 1542Remote Sensing Satellite Image Fusion Using Fast Curvelet Transforms
Namratha H. N., Raghu M. T.
Downloads: 105
Research Paper, Computer Science & Engineering, India, Volume 4 Issue 6, June 2015
Pages: 2369 - 2371Analysis on PLSR in Contrast with PCR
Abhimanyu Kumar
Downloads: 107 | Weekly Hits: ⮙2 | Monthly Hits: ⮙8
Review Papers, Computer Science & Engineering, India, Volume 6 Issue 12, December 2017
Pages: 1757 - 1761Primary Factor Investigation for Decreasing the Computational Complexity of LAMSTAR DDoS
Dhanasekaran R, Balaji P
Downloads: 108 | Monthly Hits: ⮙8
M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014
Pages: 897 - 899Removal of PCA Based Estimated Noise in Processed Images
Neethu Mohan
Downloads: 108 | Weekly Hits: ⮙2
Research Paper, Computer Science & Engineering, India, Volume 3 Issue 11, November 2014
Pages: 647 - 650Improvement in Recognition Rate by Using Linear Regression with Principal Component Analysis
Tanvi Ahuja, Vinit Agarwal