* . *
  • About
  • Advertise
  • Privacy & Policy
  • Contact
Wednesday, October 1, 2025
Earth-News
  • Home
  • Business
  • Entertainment
    Penn State-Themed Restaurant and Entertainment Spot Happy Valley Live Set to Open in State College – StateCollege.com

    Penn State-Themed Restaurant and Entertainment Spot Happy Valley Live Set to Open in State College – StateCollege.com

    The Police Made Chart History With This 1979 Hit Nearly 50 Years Ago – Yahoo

    How The Police Changed Music Forever with Their Iconic 1979 Hit Nearly 50 Years Ago

    Good Deed Entertainment Acquires Worldwide Rights To Liza Mandelup’s Documentary ‘Caterpillar’ – Deadline

    Good Deed Entertainment Lands Global Rights to Liza Mandelup’s Captivating Documentary ‘Caterpillar

    Danielle Fishel Explains Why Being on “DWTS” Makes Her Feel ‘Like It’s 1994 Again’ Filming “Boy Meets World” (Exclusive) – Yahoo

    Danielle Fishel Explains Why Being on “DWTS” Makes Her Feel ‘Like It’s 1994 Again’ Filming “Boy Meets World” (Exclusive) – Yahoo

    Jussie Smollett Claims He Was ‘Disrespected’ on the ‘Special Forces’ Season Premiere – Yahoo

    Jussie Smollett Opens Up About Feeling ‘Disrespected’ During the ‘Special Forces’ Season Premiere

    TicketSmarter Fall Entertainment Guide – Eastern Illinois University Athletics

    TicketSmarter Fall Entertainment Guide – Eastern Illinois University Athletics

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    STELLA Automotive AI Appoints Fred Seidelman as Chief Technology Officer – Yahoo Finance

    STELLA Automotive AI Appoints Fred Seidelman as New Chief Technology Officer

    Saving Energy and Money with Smart Technology – Terms of Service with Clare Duffy – Podcast on CNN Podcasts – CNN

    Saving Energy and Money with Smart Technology – Terms of Service with Clare Duffy – Podcast on CNN Podcasts – CNN

    Four Strategic Signals Technology Leaders Are Tuning In To – SPONSOR CONTENT FROM ARM – Harvard Business Review

    Four Essential Strategic Signals Every Technology Leader Should Watch

    Virginia Tech hosts annual New Music + Technology Festival this week – Cardinal News

    Virginia Tech Kicks Off Exciting Annual New Music and Technology Festival This Week

    Why I gave the world wide web away for free | Tim Berners-Lee – The Guardian

    Why I Decided to Make the World Wide Web Free for Everyone | Tim Berners-Lee

    From shale to steam: Fossil fuel technology boosts clean geothermal energy – Washington Examiner

    From Shale to Steam: How Fossil Fuel Technology is Powering a Clean Geothermal Energy Revolution

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
  • Home
  • Business
  • Entertainment
    Penn State-Themed Restaurant and Entertainment Spot Happy Valley Live Set to Open in State College – StateCollege.com

    Penn State-Themed Restaurant and Entertainment Spot Happy Valley Live Set to Open in State College – StateCollege.com

    The Police Made Chart History With This 1979 Hit Nearly 50 Years Ago – Yahoo

    How The Police Changed Music Forever with Their Iconic 1979 Hit Nearly 50 Years Ago

    Good Deed Entertainment Acquires Worldwide Rights To Liza Mandelup’s Documentary ‘Caterpillar’ – Deadline

    Good Deed Entertainment Lands Global Rights to Liza Mandelup’s Captivating Documentary ‘Caterpillar

    Danielle Fishel Explains Why Being on “DWTS” Makes Her Feel ‘Like It’s 1994 Again’ Filming “Boy Meets World” (Exclusive) – Yahoo

    Danielle Fishel Explains Why Being on “DWTS” Makes Her Feel ‘Like It’s 1994 Again’ Filming “Boy Meets World” (Exclusive) – Yahoo

    Jussie Smollett Claims He Was ‘Disrespected’ on the ‘Special Forces’ Season Premiere – Yahoo

    Jussie Smollett Opens Up About Feeling ‘Disrespected’ During the ‘Special Forces’ Season Premiere

    TicketSmarter Fall Entertainment Guide – Eastern Illinois University Athletics

    TicketSmarter Fall Entertainment Guide – Eastern Illinois University Athletics

  • General
  • Health
  • News

    Cracking the Code: Why China’s Economic Challenges Aren’t Shaking Markets, Unlike America’s” – Bloomberg

    Trump’s Narrow Window to Spread the Truth About Harris

    Trump’s Narrow Window to Spread the Truth About Harris

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    Israel-Gaza war live updates: Hamas leader Ismail Haniyeh assassinated in Iran, group says

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    PAP Boss to Niger Delta Youths, Stay Away from the Protest

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Court Restricts Protests In Lagos To Freedom, Peace Park

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Fans React to Jazz Jennings’ Inspiring Weight Loss Journey

    Trending Tags

    • Trump Inauguration
    • United Stated
    • White House
    • Market Stories
    • Election Results
  • Science
  • Sports
  • Technology
    STELLA Automotive AI Appoints Fred Seidelman as Chief Technology Officer – Yahoo Finance

    STELLA Automotive AI Appoints Fred Seidelman as New Chief Technology Officer

    Saving Energy and Money with Smart Technology – Terms of Service with Clare Duffy – Podcast on CNN Podcasts – CNN

    Saving Energy and Money with Smart Technology – Terms of Service with Clare Duffy – Podcast on CNN Podcasts – CNN

    Four Strategic Signals Technology Leaders Are Tuning In To – SPONSOR CONTENT FROM ARM – Harvard Business Review

    Four Essential Strategic Signals Every Technology Leader Should Watch

    Virginia Tech hosts annual New Music + Technology Festival this week – Cardinal News

    Virginia Tech Kicks Off Exciting Annual New Music and Technology Festival This Week

    Why I gave the world wide web away for free | Tim Berners-Lee – The Guardian

    Why I Decided to Make the World Wide Web Free for Everyone | Tim Berners-Lee

    From shale to steam: Fossil fuel technology boosts clean geothermal energy – Washington Examiner

    From Shale to Steam: How Fossil Fuel Technology is Powering a Clean Geothermal Energy Revolution

    Trending Tags

    • Nintendo Switch
    • CES 2017
    • Playstation 4 Pro
    • Mark Zuckerberg
No Result
View All Result
Earth-News
No Result
View All Result
Home Science

How a baby with a headcam taught AI to learn words

February 3, 2024
in Science
How a baby with a headcam taught AI to learn words
Share on FacebookShare on Twitter

Artificial intelligence researchers were able to successfully create a machine learning model capable of learning words using footage captured by a toddler wearing a headcam. The findings, published this week in Science, could shed new light on the ways children learn language and potentially inform researchers’ efforts to build future machine learning models that learn more like humans. 

Previous research estimates children tend to begin acquiring their first words around 6 to 9 months of age. By their second birthday, the average kid possesses around 300 words in their vocabulary toolkit. But the actual mechanics underpinning exactly how children come to associate meaning with words remains unclear and a point of scientific debate. Researchers from New York University’s Center for Data Science tried to explore this gray area further by creating an AI model that attempted to learn the same way a child does.

To train the model, the researchers relied on over 60 hours of video and audio recordings pulled from a light head camera strapped to a child named Sam. The toddler wore the camera on and off starting when he was six months old and ending after his second birthday. Over those 19 months, the camera collected over 600,000 video frames connected to more than 37,500 transcribed utterances from nearby people. The background chatter and video frames pulled from the headcam provides a glimpse into the experience of a developing child as it eats, plays, and generally experiences the world around them. 

Short video clip captured from a head-mounted camera. Credit: Video courtesy of Sam’s dad.

Armed with Sam’s eyes and ears, the researchers then created a neural network model to try and make sense of what Sam was seeing and hearing. The model, which had one module analyzing single frames taken from the camera and another focused on transcribed speech direct towards Sam, was self-supervised, which means it didn’t use external data labeling to identify objects. Like a child, the model learned by associating words with particular objects and visuals when they happened to co-occur at the same time.

Testing procedure in models and children. Credit: Wai Keen Vong Testing procedure in models and children. Credit: Wai Keen Vong

“By using AI models to study the real language-learning problem faced by children, we can address classic debates about what ingredients children need to learn words—whether they need language-specific biases, innate knowledge, or just associative learning to get going,” paper co-author and NYU Center for Data Science Professor Brenden Lake said in a statement. “It seems we can get more with just learning than commonly thought.”

Researchers tested the model the same way scientists evaluate children. Researchers presented the model with four images pulled from the training set and asked it to pick which one matches with a given word like “ball” “crib” or “tree.” The model was successful 61.6% of the time. The baby cam-trained model even approached similar levels of accuracy to a pair of separate AI models that were trained with many more language inputs. More impressive still, the model was able to correctly identify some images that weren’t included in Sam’s headcam dataset, which suggests it was able to learn from the data it was trained on and use that to make more generalized observations.

“These findings suggest that this aspect of word learning is feasible from the kind of naturalistic data that children receive while using relatively generic learning mechanisms such as those found in neural networks,” Lake said. 

In other words, the AI model’s ability to consistently identify objects using only data from the head camera shows how representative learning, or simply associating visuals with concurrent words, does seem to be enough for children to learn and acquire a vocabulary. 

Findings hint at an alternative method to train AI 

Looking to the future, the NYU researchers’ findings could prove valuable for future AI developers interested in creating AI models that learn in ways similar to humans. The AI industry and computer scientists have long used human thinking and neural pathways as inspiration for building AI systems. 

Recently, large language models like OpenAI’s GPT models or Google’s Bard have proven capable of writing serviceable essays, generating code, and periodically botching facts thanks to an intensive training period where the models inject trillions of parameters worth of data pulled from mammoth datasets. The NYU findings, however, suggest an alternative method of word acquisition may be possible. Rather than rely on mounds of potentially copyright protected or biased inputs, an AI model mimicking the way humans learn when we crawl and stumble our way around the world could offer an alternative path towards recognizing language. 

“I was surprised how much today’s AI systems are able to learn when exposed to quite a minimal amount of data of the sort a child actually receives when they are learning a language,” Lake said.

>>> Read full article>>>
Copyright for syndicated content belongs to the linked Source : Popular Science – https://www.popsci.com/technology/baby-headcam-ai-learn/

Tags: headcamsciencetaught
Previous Post

No, ’10G internet’ is not a thing

Next Post

This may be SLIM’s farewell transmission from the moon

The sleepy SF neighborhood that just became one of the world’s coolest – SFGATE

The sleepy SF neighborhood that just became one of the world’s coolest – SFGATE

October 1, 2025
The “stuck economy,” tariffs and Wall Street – marketplace.org

How Tariffs and Wall Street Are Strangling the Economy’s Growth

October 1, 2025
LSU Theatre’s season opener: A handkerchief discovered by a lovesick suitor adds up to hilarity – The Advocate

Love, Laughter, and a Lost Handkerchief: LSU Theatre’s Season Opener Promises Hilarious Fun

October 1, 2025
Rural Health Transformation (RHT) Program – Centers for Medicare & Medicaid Services | CMS (.gov)

Rural Health Transformation (RHT) Program – Centers for Medicare & Medicaid Services | CMS (.gov)

October 1, 2025
Ex-NATO head on Russia: ‘We cannot change Putin’s mind’ – DW

Ex-NATO head on Russia: ‘We cannot change Putin’s mind’ – DW

October 1, 2025
PFAS in East Selah drinking water – Washington State Department of Ecology (.gov)

Alarming PFAS Contamination Discovered in East Selah Drinking Water

October 1, 2025
Science Expo – Northern Public Radio

Discover the Wonders of Science at the Exciting Expo!

October 1, 2025
Science and artificial intelligence could help personalize brain stimulation for smokers – News-Medical

How Science and AI Are Transforming Personalized Brain Stimulation to Help Smokers Quit

October 1, 2025
Review: What’s good at new prime-cuts steakhouse in Virginia Beach – Yahoo

Review: What’s good at new prime-cuts steakhouse in Virginia Beach – Yahoo

October 1, 2025
STELLA Automotive AI Appoints Fred Seidelman as Chief Technology Officer – Yahoo Finance

STELLA Automotive AI Appoints Fred Seidelman as New Chief Technology Officer

October 1, 2025

Categories

Archives

October 2025
M T W T F S S
 12345
6789101112
13141516171819
20212223242526
2728293031  
« Sep    
Earth-News.info

The Earth News is an independent English-language daily published Website from all around the World News

Browse by Category

  • Business (20,132)
  • Ecology (845)
  • Economy (866)
  • Entertainment (21,740)
  • General (17,347)
  • Health (9,910)
  • Lifestyle (879)
  • News (22,149)
  • People (868)
  • Politics (877)
  • Science (16,076)
  • Sports (21,366)
  • Technology (15,849)
  • World (849)

Recent News

The sleepy SF neighborhood that just became one of the world’s coolest – SFGATE

The sleepy SF neighborhood that just became one of the world’s coolest – SFGATE

October 1, 2025
The “stuck economy,” tariffs and Wall Street – marketplace.org

How Tariffs and Wall Street Are Strangling the Economy’s Growth

October 1, 2025
  • About
  • Advertise
  • Privacy & Policy
  • Contact

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

No Result
View All Result

© 2023 earth-news.info

Go to mobile version