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2013年12月13日 (五) 08:51的版本

ASR

ASR Kernel development

[ASR group weekly report]

TTS

  • This week
  • 2000 utterances recording finished, on labeling silence
  • Design/implement the online stream service
  • Solve the problem of signal English letter pronunciation.
  • CGI server finished
  • Next week
  • Deliver new male/female voice

Dialog system

Statistical approach

  • Word2Vector seems use the same training approach of NN LM, however we do not know the training object. Will clarify this next Monday.
  • Word2Vector can be used to expand queries based on semantic distance.
  • Tested edit distance to solve unmatched similar words. A little performance gain was obtained, but not quite significant.

n-best original edit-distance 1 0.604 0.605 2 0.740 0.744 3 0.806 0.810 4 0.842 0.845 5 0.858 0.862 6 0.870 0.873 7 0.879 0.883 8 0.887 0.899


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