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New Microsoft Tech Translates Speech in Near Real Time

By - Source: Microsoft | B 23 comments

We're one step closer to a universal translator thanks to the efforts of Microsoft Research.

On October 25 during Microsoft Research Asia’s 21st Century Computing event in Tianjin, China, the company's Chief Research Officer Rick Rashid demonstrated new speech-to-speech translation technology that's capable of not only converting English into spoken Mandarin Chinese in real time, but keeps the user's voice intact as well.

In a blog posted on Thursday, Rashid said Microsoft's new software translator is based on a new technique called Deep Neural Networks, or DNN. It ditches the currently-standard "hidden Markov modeling" technique (which is based on training data from several speakers) in favor of human brain behavior in order to better recognize and mimic proper speech patterns.

By taking the gray matter route, Rashid said his team has seen a 30-percent reduction in translation errors when compared to the older Markov method. That means only one out of seven or eight words are incorrect compared to the old method's one in every four or five words error rate.

"While still far from perfect, this is the most dramatic change in accuracy since the introduction of hidden Markov modeling in 1979, and as we add more data to the training we believe that we will get even better results," he said in the blog.

The demonstration consisted of two steps. As he spoke to the audience, the system converted his speech into text. It then located the Chinese equivalent of each word (the easy part, he said) and reordered them to be appropriate for Chinese dictation – an extremely important step for correct translation between languages, he said.

"Of course, there are still likely to be errors in both the English text and the translation into Chinese, and the results can sometimes be humorous. Still, the technology has developed to be quite useful," he said.

In the next step, the text was quickly converted into spoken Chinese while retaining the properties of his own voice. "It required a text to speech system that Microsoft researchers built using a few hours speech of a native Chinese speaker and properties of my own voice taken from about one hour of pre-recorded (English) data, in this case recordings of previous speeches I’d made," he added.

Despite the team's achievements thus far, Rashid acknowledged that the results still aren't perfect – there's much work that still needs to be done in order to reach a Star Trek level of quality. "The technology is very promising, and we hope that in a few years we will have systems that can completely break down language barriers," he said.

To see and hear how this new translation system works, check out his presentation below.

Speech Recognition Breakthrough for the Spoken, Translated Word

 

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Top Comments
  • 13 Hide
    nieur , November 13, 2012 12:12 PM
    now this is some real innovation
Other Comments
  • 13 Hide
    nieur , November 13, 2012 12:12 PM
    now this is some real innovation
  • 7 Hide
    GoldenI , November 13, 2012 12:13 PM
    Very fascinating. It will be interesting to see the progress of this technology.
  • 9 Hide
    viper666 , November 13, 2012 12:14 PM
    Oh Star Trek how you helped innovation...
  • 3 Hide
    hoofhearted , November 13, 2012 12:17 PM
    Will be like in that movie "The Last Starfighter"
  • 4 Hide
    fuzzion , November 13, 2012 12:20 PM
    viper666Oh Star Trek how you helped innovation...


    They gave us the tablet, pc, universal translator, stun gun,etc
  • 6 Hide
    guru_urug , November 13, 2012 12:41 PM
    This is really good innovation. Please don't ruin it fighting over patents. Let the whole world reap the benefits. Speech translation has global applications
  • -1 Hide
    jkflipflop98 , November 13, 2012 12:43 PM
    fuzzionThey gave us the tablet, pc, universal translator, stun gun,etc


    Let's not get carried away here. There's a huge gulf between painting a wooden block to look like a stun gun and actually making one. Yeah, ST had ideas ahead of it's time, but that's all they were. . . ideas and grown men playing pretend.

    It took an actual smart guy to make those things real.
  • -4 Hide
    noblerabbit , November 13, 2012 12:43 PM
    Knowing Microsoft, When someone speaks to translate: 'I fed my dog this morning' , the fifth language at the end of the line will say: 'You kicked my cat tomorrow, you assclown'
  • 6 Hide
    swimomatic , November 13, 2012 12:55 PM
    Cannot wait! Now put it in my Windows Phone and in my car and I'm sold!
  • 5 Hide
    friskiest , November 13, 2012 1:01 PM
    Its good to see innovation being treated the right way,. its getting appreciated by both sides with no bashing or pointless remarks!

    Good job!!!
  • 6 Hide
    bllue , November 13, 2012 1:23 PM
    I hope this isn't hampered by the likes of Apple and their lawsuits. This is true innovation, the kind that will benefit greatly to everyone around the world.
  • 4 Hide
    house70 , November 13, 2012 1:53 PM
    This is great. Congrats. Hope to see it out there soon.
  • -1 Hide
    f-14 , November 13, 2012 2:59 PM
    the XBOX8 might have this when you are playing call of duty24: retired soldier battle of the nursing home so you can call that egyptian you just pwnd an old dirty toothless gasey camel spitting noob

    but it's a console so that's kind of iffy.
  • 0 Hide
    wiyosaya , November 13, 2012 4:15 PM
    guru_urugThis is really good innovation. Please don't ruin it fighting over patents. Let the whole world reap the benefits. Speech translation has global applications

    Because Star Trek gave us the concept of the universal translator, a universal translator could never be patented - at least in the US. Any device described or shown in fictional media instantly becomes unpatentable. Another example is Dick Tracey's video phone watch. If anyone realizes such a watch in real life, they could not get a patent on it because it appeared in Dick Tracy.

    IMHO, no worries about patent litigation with this one.
  • 0 Hide
    hausman , November 13, 2012 4:50 PM
    But how will they get the lips to matchup to the translated language, like in Star Trek? :) 
  • 3 Hide
    GreaseMonkey_62 , November 13, 2012 5:45 PM
    Sweet. This will be really awesome once it's polished some more.
  • 1 Hide
    Thomas Creel , November 13, 2012 5:48 PM
    Seems like a good tech when its got all of the problems out fo the way.
  • 0 Hide
    hate machine , November 13, 2012 6:27 PM
    nieurnow this is some real innovation


    Microsoft does this, Nissan makes a car that can park and drive itself and NASA + numerous other companies do work on powered exoskeletons that allowed disabled people the luxury of walking.

    Yet Apple comes out and markets a smart phone to non business types and makes a smaller version of a blown up iPod Touch and somehow they are named as the most innovative company in the world.

    This world does not make sense sometimes.
  • 1 Hide
    NightLight , November 13, 2012 6:49 PM
    this is very promising. thank you ms. what would the world be without windows!
  • -1 Hide
    etichi , November 13, 2012 7:08 PM
    NightLightthis is very promising. thank you ms. what would the world be without windows!


    probably better.
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