DocumentCode :
3562684
Title :
Automatic speech recognition technique for voice command
Author :
Gupta, Anshul ; Patel, Nileshkumar ; Khan, Shabana
Author_Institution :
Jaypee Univ. of Eng. & Technol., Guna, India
fYear :
2014
Firstpage :
1
Lastpage :
5
Abstract :
In this paper, we represent a new method for robust speech recognition technique. Speech recognition is a process by which system is able to understand natural language. By the help of proposed method we will be able to give computer system the voice command to perform task. The first step is to take a single audio as an input. The second step is to eliminate the presence of noise. The third step is to match the patterns to recognize the input audio. The error tolerance mechanism is implemented so that it can be robust against human errors, environment noise. There is no requirement of storing the audio for matching, which leads to decrease the space and time complexity both compare to other systems. The database used in the experiment will only be consisting of various voice patterns. Patterns are hard coded in such a way that system is not needed to be trained by the end users.
Keywords :
error analysis; natural language processing; signal denoising; speech recognition; telecommunication computing; automatic speech recognition technique; computer system; end users; environment noise; human error tolerance mechanism; natural language; noise elimination; single input audio; space and time complexity; task performance; voice command; voice patterns; Databases; Fourier transforms; Noise; Robustness; Speech; Speech recognition; Fast Fourier Transform; Hidden Markov Model; Natural Language Processing; Voice Recognition;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Science Engineering and Management Research (ICSEMR), 2014 International Conference on
Print_ISBN :
978-1-4799-7614-0
Type :
conf
DOI :
10.1109/ICSEMR.2014.7043641
Filename :
7043641
Link To Document :
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