Speech Recognition Process Essay
GOVERNMENT POLICIES SEARCH USING MARATHI SPEECH RECOGNITION SYSTEM– BASED ON ROBUST FEATURE EXTRACTION METHOD
Mugdha Parande1, Prof. Shanthi Therese2 and Prof. Vinayak Shinde3
1Mumbai University, Shri L.R. Tiwari College of Engineering,
Kanakia Park,Mira Road(East).Thane,.Maharashtra, India parandemugdha@email.com 2 Thadomal Shahani Engineering College
P. G. Kher Marg, (32nd Road), Linking Road.
Bandra (West), Mumbai - 400 050. shanthitherese123@gmail.com 3 Shri L.R. Tiwari College of Engineering,
Kanakia Park,Mira Road(East).Thane,India vdshinde@gmail.com Abstract- Country like India, where 70% of the population lives in village and rural parts of the country, it becomes more necessary to utilize such tools for their social, economic, administrative and governance regeneration. The objective is to facilitate and improve Panchayat functioning on
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This application is very useful to illiterate people in respect to being familiar with Indian Government policies and schemes. Implementation of application based on MFCC with Gammatone Filter as pre-process which helps to improved accuracy of recognition in noisy environment. Proposed Speech recognition system needs well trained dataset because training dataset does most impact on accuracy of recognition. Speech recognition is difficult because the system performance is depended on real time input therefore minor mistake in input leads to wrong perceptions. Proposed system performed much better than traditional MFCC. It is supported both speaker dependent and speaker independent model effectively and generated efficient result. Marathi Language is used as training dataset which is one of the important features of proposed system because it expanded the application’s usage area. There are some drawbacks of proposed system like needs of wide search area for policies and improvement in probability of getting search estimation more
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