ISSN 2394-5125
 

Research Article 


CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM

Hridesh Kumar Tainguriya, Er. Thakurendra Singh.

Abstract
This paper showcases a research on speech recognition classification and identification performance. Lots of research
works are going on in the field of speech recognition. This paper presents a glance of speech recognition using neural network
algorithm. Speech signals can be recognized using artificial neural network. Voices of individuals can be identified in crowd and try
to create a noise free environment by good quality of headphone. In the proposed work, the standard neural network with backpropagation algorithm is developed. Speech signals are converted in wave format. The features of the input recorded signals are
being extracted by using the method of training of speech signals. Training is definitely required for recorded dataset because we do
not have complete information about the input/output signals and then speech signals are passed through hidden layers during
training of speech signals. Classifiers are used to classify speech signals and identify the speaker.

Key words: Artificial Neural Network, Speech Classification, Speech Recognition


 
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Pubmed Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh. CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM. JCR. 2020; 7(17): 1391-1400. doi:10.31838/jcr.07.17.179


Web Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh. CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM. http://www.jcreview.com/?mno=29406 [Access: August 17, 2021]. doi:10.31838/jcr.07.17.179


AMA (American Medical Association) Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh. CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM. JCR. 2020; 7(17): 1391-1400. doi:10.31838/jcr.07.17.179



Vancouver/ICMJE Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh. CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM. JCR. (2020), [cited August 17, 2021]; 7(17): 1391-1400. doi:10.31838/jcr.07.17.179



Harvard Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh (2020) CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM. JCR, 7 (17), 1391-1400. doi:10.31838/jcr.07.17.179



Turabian Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh. 2020. CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM. Journal of Critical Reviews, 7 (17), 1391-1400. doi:10.31838/jcr.07.17.179



Chicago Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh. "CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM." Journal of Critical Reviews 7 (2020), 1391-1400. doi:10.31838/jcr.07.17.179



MLA (The Modern Language Association) Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh. "CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM." Journal of Critical Reviews 7.17 (2020), 1391-1400. Print. doi:10.31838/jcr.07.17.179



APA (American Psychological Association) Style

Hridesh Kumar Tainguriya, Er. Thakurendra Singh (2020) CLASSIFICATION TECHNIQUES FOR SPEECH RECOGNITION USING NEURAL NETWORK ALGORITHM. Journal of Critical Reviews, 7 (17), 1391-1400. doi:10.31838/jcr.07.17.179