Scientists at Oxford say they've invented an artificial intelligence system that can lip-read better than humans

Sophie Raworth

The system, which has been trained on thousands of hours of BBC News programmes, has been developed in collaboration with Google's DeepMind AI division.

"Watch, Attend and Spell", as the system has been called, can now watch silent speech and get about 50% of the words correct. That may not sound too impressive - but when the researchers supplied the same clips to professional lip-readers, they got only 12% of words right.

Joon Son Chung, a doctoral student at Oxford University's Department of Engineering, explained to me just how challenging a task this is. "Words like mat, bat and pat all have similar mouth shapes." It's context that helps his system - or indeed a professional lip reader - to understand what word is being spoken.

"What the system does," explains Joon, "is to learn things that come together, in this case the mouth shapes and the characters and what the likely upcoming characters are."

The BBC supplied the Oxford researchers with clips from Breakfast, Newsnight, Question Time and other BBC news programmes, with subtitles aligned with the lip movements of the speakers. Then a neural network combining state-of-the-art image and speech recognition set to work to learn how to lip-read.

After examining 118,000 sentences in the clips, the system now has 17,500 words stored in its vocabulary. Because it has been trained on the language of news, it is now quite good at understanding that "Prime" will often be followed by "Minister" and "European" by "Union", but much less adept at recognising words not spoken by newsreaders.

A lot more work needs to be done before the system is put to practical use, but the charity Action on Hearing Loss is enthusiastic about this latest advance.

"AI lip-reading technology would be able to enhance the accuracy and speed of speech to text," says Jesal Vishnuram, the charity's technology research manager. "This would help people with subtitles on TV, and with hearing in noisy surroundings."

Right now the system has limitations - it canhttp://www.bbc.com/news/technology-39298199

Comment

You need to be a member of 12160 Social Network to add comments!

Join 12160 Social Network

"Destroying the New World Order"

TOP CONTENT THIS WEEK

THANK YOU FOR SUPPORTING THE SITE!

mobile page

12160.info/m

12160 Administrators

 

Latest Activity

Sandy posted videos
46 minutes ago
Doc Vega posted a blog post
5 hours ago
Роман posted a blog post

Архітектурне планування двоповерхового будинку: ключові рішення для комфортного простору

Проєктування двоповерхового будинку — це складний, але захоплюючий процес, що поєднує…See More
12 hours ago
Sandy posted videos
yesterday
Doc Vega's 5 blog posts were featured
yesterday
tjdavis's blog post was featured
yesterday
cheeki kea's blog post was featured
yesterday
Less Prone favorited Sandy's photo
yesterday
Sandy posted photos
yesterday
Doc Vega posted a blog post

After Querying GROK over the 1952 Washington National Sightings

The Washington National Sightings (also called the 1952 Washington, D.C. UFO incident, the…See More
Tuesday
Doc Vega posted blog posts
Monday
tjdavis posted a video

I Tried AI for Fun. Now I’ve Got Questions | Jeff Childers From #474 | The Way I Heard It

What does inevitability sound like?That’s not a thruway line—it’s the question I keep coming back to after this conversation with Jeff Childers. Because some...
Monday
Doc Vega commented on Doc Vega's blog post Regrets That Cling to Me
"Cheeki, Thanks so much for the encouragement! "
Sunday
Less Prone favorited tjdavis's video
Sunday
Burbia commented on Burbia's group The Comment Section is Closed
Saturday
tjdavis posted a video

The Geography of Iran Explained.

Hey Everyone,This is my attempt to humanize the people and country of Iran. I hope I can educate people on the geography of this country outside of what we ...
Saturday
cheeki kea commented on Doc Vega's blog post Regrets That Cling to Me
"An awesome poem for the day. It is actually World Poetry Day a special day granted by UNESCO to…"
Saturday
cheeki kea favorited Doc Vega's blog post Regrets That Cling to Me
Saturday
Doc Vega commented on Doc Vega's blog post A Cure for Cancer?
"cheek kea thanks you so much. Yes, I agree, but there was so much espionage, mistrust, and military…"
Mar 18
cheeki kea commented on Doc Vega's blog post A Cure for Cancer?
"Yes I believe there's a Cure or Remedy for everything. As netizens across the world start to…"
Mar 18

© 2026   Created by truth.   Powered by

Badges  |  Report an Issue  |  Terms of Service

content and site copyright 12160.info 2007-2019 - all rights reserved. unless otherwise noted