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I am working on text to speech conversion. I have done speech synthesis by

concatenation of phonemes.The transition between phonemes is not

smooth.I want to shift to diphone synthesis. Where can I find diphone

database for the English language. Any other alternative might help.

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Have you had a look at the diphone synthesizer resources in the Festival Speech Synthesis framework?

The state of the art for Text2Speech (though still not practical for production due to GPU compute requirements) is Deepmind's WaveNet.

Their results are definitely smoother than concatenative or parametric methods. Good luck!

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