As it is right now, the SpeechSynthesis features which are part of the Web Speech API Specification have not been implemented in any browser yet.
However, you can have a look at this Chrome extension.
EDIT:
It seems that the lastest Chrome Canary build might include the feature, however it only specifies that the feature has been started (http://www.chromestatus.com/features) and I was unable to find any more substantive information about it.
EDIT2:
As mentionned in the comments by @cdf, it seems that you can now play around with that feature by launching chrome with the --enable-speech-synthesis
flag. Please see this post.
EDIT3:
This appears to be in Webkit now, but not on iOS at the moment. Not even in Chrome on iOS. Demo @BrandonAaskov