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Update README.md

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- ## Text-to-speech conversion
 
 
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  Use the following to convert text to a wav file:
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  ``` sh
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  ./flite_du_kin_tts -f kinyarwanda.txt kinyarwanda.wav
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- ```
 
 
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+ ## Text-to-speech conversion using a grapheme-based synthesizer.
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+
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+ This is a random forest-based(20 trees) Statistical Parametric voice model. Its achieves an ```MCD ``` of ` 5.031478 `.
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  Use the following to convert text to a wav file:
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  ``` sh
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  ./flite_du_kin_tts -f kinyarwanda.txt kinyarwanda.wav
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+ ```
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+