DocumentCode :
3336032
Title :
Script to speech conversion for Hindi language by using artificial neural network
Author :
Rathod, Prajakta S.
fYear :
2011
fDate :
8-10 Dec. 2011
Firstpage :
1
Lastpage :
5
Abstract :
This paper represents the technique for converting the text written in Hindi language into speech by using artificial neural network. Text to speech conversion software can have many applications in day to day life. It can be useful for blind people to read the document. It is useful in giving education to the students by listening what is written in books. If someone doesn´t have time to read emails, he can listen the contents of email while doing other work. The document containing Hindi text is scanned and given as an input to the system, it is considered as an image. Then preprocessing is done for the document to obtained clear image. In this system neural network is used for character recognition, so the system can be enhanced to work with letters written in different style or fonts. After the letters in the document are successfully identified by neural network, the text in the document is converted into speech.
Keywords :
natural language processing; neural nets; speech synthesis; Hindi language; artificial neural network; blind people; character recognition; script to speech conversion; text to speech conversion software; Artificial neural networks; Head; Histograms; Neurons; Speech; Training; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering (NUiCONE), 2011 Nirma University International Conference on
Conference_Location :
Ahmedabad, Gujarat
Print_ISBN :
978-1-4577-2169-4
Type :
conf
DOI :
10.1109/NUiConE.2011.6153241
Filename :
6153241
Link To Document :
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