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Wikipedia has a pretty good overview:
https://en.wikipedia.org/wiki/Speech_synthesis#Synthesizer_technologies
Basically there are unit synthesis approaches (adding together lots of little sound files) and signal-based approaches. I think you want the signal-based approaches, so read that page, find the right terms, then go to scholar.google.com and search for the right terms plus "overview" or plus "toolkit".