page contents ProBeat: Has Google’s word error rate progress stalled? – The News Headline

ProBeat: Has Google’s word error rate progress stalled?

Again in 2013, Google’s speech popularity era had a 23% phrase error charge. At I/O 2015, the corporate shared it had dropped to an eight% phrase error charge. At I/O 2017, it had fallen to a four.nine% phrase error charge, as you’ll be able to see above. Put in a different way, Google transcribes each and every 25th phrase incorrectly.

Deep finding out, one of those AI, is used to succeed in correct symbol popularity and speech popularity. The process comes to consuming a lot of information to coach techniques referred to as neural networks, after which feeding new information to these techniques in an try to make predictions. Google has been touting its speech popularity enhancements for years, and issues to using neural networks for the drastic development.

However Google CEO Sundar Pichai didn’t announce any growth at I/O 2018, nor at I/O 2019. Moreover, Google executives and engineers perceived to keep away from the subject altogether. And on most sensible of that, the one position I did arrange to discover a point out of phrase error charge, it hadn’t modified:

Google's speech recognition.

I requested Google whether or not this quantity was once correct or only a typo. An organization spokesperson showed that four.nine% is the most recent introduced metric that Google has shared.

The query is: Does that topic?

I in finding myself questioning whether or not Google hit a wall lately with its cloud-powered speech popularity. It could thus make sense for the corporate to shift sources to bettering offline, on-device speech popularity answers. There are advantages to doing so, and tradeoffs.

Or did Google see the privateness firestorm coming first and shifted center of attention accordingly? Possibly it was once each.

Regardless the explanation, I’m reasonably glad Google is prioritizing on-device answers which might be “excellent sufficient.” That’s in part as a result of I’ve no real interest in sending much more information again to Google. I additionally occur to trust the corporate’s push to carry this era to extra other people. Getting imperfect speech popularity era into the arms of hundreds of thousands of other people is just a extra laudable objective than seeking to highest speech popularity for the few.

However that is Google we’re speaking about. The corporate will most probably attempt to do each.

ProBeat is a column wherein Emil rants about no matter crosses him that week.

Google I/O 2019: Click Here For Full Coverage

Leave a Reply

Your email address will not be published. Required fields are marked *