Text-to-Speech Synthesis for Hindi Language Using MFCC and LPC Feature Extraction Techniques

被引:0
|
作者
Sultana, Shaikh Naziya [1 ]
Deshmukh, Ratnadeep R. [1 ]
机构
[1] Dr Babasaheb Ambedkar Marathwada Univ, Dept Comp Sci & IT, Aurangabad, MH, India
来源
JOURNAL OF ADVANCED APPLIED SCIENTIFIC RESEARCH | 2024年 / 6卷 / 03期
关键词
TexttoSpeech (TTS); Hindi language; DCT; MFCC; LPC;
D O I
暂无
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
India is a large country with over a billion populations who speak numerous languages. 43% of Indians speak Devanagari Hindi script, followed by Bengali, Telugu, Marathi, and other languages. The widespread generation of content and accessibility would therefore greatly benefit from text-to-speech systems for such languages. In this research work we improve the already available Text-to-Speech (TTS) system using advance preprocessing techniques to the Hindi corpus database and applied various feature extraction techniques for better result. Finally we got the accuracy as 98% using MFCC and LPC feature extraction techniques. The developed model is capable for getting the input from audio file and read it loudly using developed TTS system.
引用
收藏
页码:148 / 161
页数:14
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