Re:Researchers reach human parity in conversational speech r...
by ChuckMcM on Tuesday October 18, 2016 @03:14PM
(#12737728)
They did post the code on github (https://github.com/Microsoft/CNTK) with the Microsoft open source license.
Presumably you could feed it speech from a running instance of gnu-radio.
Re:Researchers reach human parity in conversational speech r...
by ar15saveslives on Tuesday October 18, 2016 @04:51PM
(#12738578)
CNTK is just a toolkit, like tensorflow or theano. Code for the paper was not published.
Re:Researchers reach human parity in conversational speech r...
by azinman2 on Tuesday October 18, 2016 @05:14PM
(#12738773)
Let alone the datasets used to train, which are worth a lot of money.
Re:Researchers reach human parity in conversational speech r...
by zump on Tuesday October 18, 2016 @11:26PM
(#12740824)
Aussie company (Appen) provides the datasets :D
Re:Researchers reach human parity in conversational speech r...
by mtrimpe on Wednesday October 19, 2016 @12:25AM
(#12741058)
That's the one that seems to be using illegal GCHQ wiretaps ... see the (Dutch) article below about an Appen translator getting a private voicemail of her ex to translate.
http://www.volkskrant.nl/tech/privegesprekken-van-duizenden-...
Re:Researchers reach human parity in conversational speech r...
by zump on Wednesday October 19, 2016 @02:38AM
(#12741598)
No, it's GCHQ contracting Appen. They only deliver the platform for distributed outsourced transcription.
Re:Researchers reach human parity in conversational speech r...
by ankitbko on Wednesday October 19, 2016 @08:24AM
(#12743115)
I guess it would come in https://www.cris.ai/
Re:Researchers reach human parity in conversational speech r...
by skoocda on Tuesday October 18, 2016 @06:02PM
(#12739140)
The novel elements of this have already been released individually, particularly the lattice-free MMI training which can be run through Kaldi's nnet3 configuration.
Also, don't assume that a 0.4 % increase means drastically better real-world results. This dataset has been around longer than I have, so by this point Microsoft has just gotten really good at tuning.
Re:Researchers reach human parity in conversational speech r...
by nshm on Tuesday October 18, 2016 @05:01PM
(#12738681)
Open source Kaldi gives you 7.8%, not very far from 5.9, you can check the thread from the discussion of the first version of the paper https://news.ycombinator.com/item?id=12502119
Re:Researchers reach human parity in conversational speech r...
by grawlinson on Tuesday October 18, 2016 @03:15PM
(#12737743)
Or even mock emergency calls where the callers aren't in a rational state of mind.
A tough test would be to hook this up to a police/fire scanner, or air traffic control radio.