Researchers in the US have used artificial intelligence to produce noise-cancelling headphones that allow users to select which sounds they hear – or don't – from amplifying birdsong to blocking out the noise of a busy road.
Using deep-learning algorithms that allow users to make choices in real time, “semantic hearing” has been tested on about 20 specific noises, including sirens, a baby’s cry and a dog’s bark.
The system enables a person to programme their headphones to block out the sound of a vacuum but let them hear if someone knocks on the door.
The researchers believe that as their system can be trained to deal with any sound it could be of great use to people who suffer from sensory conditions such as misophonia, in which a noise generally considered normal, such as the clicking of a pen, can force a person from the room.
“You’re talking about augmenting human auditory perception with AI,” said Shyam Gollakota, professor of computer science and engineering at the University of Washington.
“When people hear about AI, they’re thinking about ChatGPT. Chatboxes are good if you want to make money. But I think if you’re talking about how you can augment human capability, it’s going to be really transformational for people.”
The National visited the team’s Seattle laboratory to try out the headphones and put them to the test.
Malek Itani, one of Dr Gollakota’s doctoral students and one of the system’s creators, played a succession of sounds the system had been taught to hear.
Eventually, users will have an app on a smartphone to control the sounds but for the trial a laptop programmed to block or unblock half a dozen noises was used. The headsets can also be set to cancel all noises or none.
Most startling was when Mr Itani switched on a vacuum cleaner, a sound I had blocked on the headphones, only for him to walk up behind me and knock on the desk, a nose I could hear even through the vacuum remained muted.
“There are all sort of possibilities for this,” he said with a smile.
Dr Gollakota said the project aimed to do several things simultaneously: identify all sounds in an environment and separate the target sound, while preserving its direction so users know where it is coming from – and it needs to do it within a few milliseconds of audio.
This must also be achieved without the large cloud computing usually associated with AI, but with a phone.
“We designed the first real-time neural network that can extract these target sounds and run in real time on smartphones,” Dr Gollakota said.
In November, the team revealed its findings at the Association for Computing Machinery Symposium on User Interface Software and Technology in San Francisco, California.
The team is looking to release a commercial version of the system to see the different ways their discovery might be used.
Already their work has triggered intense interest among the millions of people around the world who suffer from an auditory and sensory condition known as misophonia.
Misophonia is a disorder of decreased tolerance towards specific sounds or the stimuli associated with such sounds. These stimuli, known as “triggers”, can be unpleasant or distressing, and tend to evoke strong negative emotional, physiological and behavioural responses.
Sounds that trigger such responses include another person’s chewing and the washing of crockery.
For those who suffer most acutely, misophonia can be utterly debilitating and studies show it can affect a person’s education, professional life and relationships. Studies have linked it to a higher rate of depression and even suicide.
Cris Edwards, founder of the group soQuiet, says for some people – himself included – the sound of a person crinkling a bag or eating biscuits might be enough to drive a student from a classroom.
“It has a profound effect on a person's life,” Mr Edwards explained. “It's very common for me to be at a grocery store and if somebody is popping their gum, I have to leave and come back and shop later. It can be very isolating.”
Mr Edwards says his group has been in touch with the team at the University of Washington and believes semantic hearing could be a huge help.
“If it works as they say it does, this could be a miraculous assistive technology for people with misophonia,” he said.
Zachary Rosenthal, professor of psychiatry and behavioural sciences at Duke University in Durham, North Carolina, and a leading expert in the little-known disorder, says a forthcoming paper suggests about 5 per cent of people suffer from misophonia.
This would mean there are millions of people around the world whose lives are severely affected by noise.
Studies show the way misophonia affects a person can vary greatly, Dr Rosenthal said.
While a teenager may be “triggered” by the sounds their parents make while eating a meal, they might not have the same reaction around their friends. The reaction can also change day to day.
“Some people get triggered by some things in one situation. And then in the next situation, with the same trigger, don't get triggered as much,” says Dr Rosenthal, who is part of Duke’s Centre for Misophonia and Emotion Regulation.
Dr Rosenthal believes semantic hearing could be “transformational”, allowing sufferers to enjoy meals with their families or attend school without fear.
He gave the example of a person going to the cinema and having an intense reaction to someone behind them eating popcorn or rattling ice in a cup.
“The person would be able to stay in the movie and when they anticipate – because someone sits down behind them – they might hear crunching, they don't have to leave, they can just press the button on the app – the crunching button,” he explained.
“And now they're going to hear everything else except crunching. Game-changer.
“[This is] something that could be transformational around the world and help reduce suffering for countless millions of people – it's that big of a deal.”
UAE rugby in numbers
5 - Year sponsorship deal between Hesco and Jebel Ali Dragons
700 - Dubai Hurricanes had more than 700 playing members last season between their mini and youth, men's and women's teams
Dh600,000 - Dubai Exiles' budget for pitch and court hire next season, for their rugby, netball and cricket teams
Dh1.8m - Dubai Hurricanes' overall budget for next season
Dh2.8m - Dubai Exiles’ overall budget for next season
The specs
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Power: 261hp at 5,500rpm
Torque: 405Nm at 1,750-3,500rpm
Transmission: 9-speed auto
Fuel consumption: 6.9L/100km
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The Bio
Ram Buxani earned a salary of 125 rupees per month in 1959
Indian currency was then legal tender in the Trucial States.
He received the wages plus food, accommodation, a haircut and cinema ticket twice a month and actuals for shaving and laundry expenses
Buxani followed in his father’s footsteps when he applied for a job overseas
His father Jivat Ram worked in general merchandize store in Gibraltar and the Canary Islands in the early 1930s
Buxani grew the UAE business over several sectors from retail to financial services but is attached to the original textile business
He talks in detail about natural fibres, the texture of cloth, mirrorwork and embroidery
Buxani lives by a simple philosophy – do good to all
More from Neighbourhood Watch:
Key facilities
- Olympic-size swimming pool with a split bulkhead for multi-use configurations, including water polo and 50m/25m training lanes
- Premier League-standard football pitch
- 400m Olympic running track
- NBA-spec basketball court with auditorium
- 600-seat auditorium
- Spaces for historical and cultural exploration
- An elevated football field that doubles as a helipad
- Specialist robotics and science laboratories
- AR and VR-enabled learning centres
- Disruption Lab and Research Centre for developing entrepreneurial skills
Infiniti QX80 specs
Engine: twin-turbocharged 3.5-liter V6
Power: 450hp
Torque: 700Nm
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Lexus LX700h specs
Engine: 3.4-litre twin-turbo V6 plus supplementary electric motor
Power: 464hp at 5,200rpm
Torque: 790Nm from 2,000-3,600rpm
Transmission: 10-speed auto
Fuel consumption: 11.7L/100km
On sale: Now
Price: From Dh590,000
TO A LAND UNKNOWN
Director: Mahdi Fleifel
Starring: Mahmoud Bakri, Aram Sabbah, Mohammad Alsurafa
Rating: 4.5/5
Greatest of All Time
Starring: Vijay, Sneha, Prashanth, Prabhu Deva, Mohan
UAE currency: the story behind the money in your pockets
What sanctions would be reimposed?
Under ‘snapback’, measures imposed on Iran by the UN Security Council in six resolutions would be restored, including:
- An arms embargo
- A ban on uranium enrichment and reprocessing
- A ban on launches and other activities with ballistic missiles capable of delivering nuclear weapons, as well as ballistic missile technology transfer and technical assistance
- A targeted global asset freeze and travel ban on Iranian individuals and entities
- Authorisation for countries to inspect Iran Air Cargo and Islamic Republic of Iran Shipping Lines cargoes for banned goods
10 tips for entry-level job seekers
- Have an up-to-date, professional LinkedIn profile. If you don’t have a LinkedIn account, set one up today. Avoid poor-quality profile pictures with distracting backgrounds. Include a professional summary and begin to grow your network.
- Keep track of the job trends in your sector through the news. Apply for job alerts at your dream organisations and the types of jobs you want – LinkedIn uses AI to share similar relevant jobs based on your selections.
- Double check that you’ve highlighted relevant skills on your resume and LinkedIn profile.
- For most entry-level jobs, your resume will first be filtered by an applicant tracking system for keywords. Look closely at the description of the job you are applying for and mirror the language as much as possible (while being honest and accurate about your skills and experience).
- Keep your CV professional and in a simple format – make sure you tailor your cover letter and application to the company and role.
- Go online and look for details on job specifications for your target position. Make a list of skills required and set yourself some learning goals to tick off all the necessary skills one by one.
- Don’t be afraid to reach outside your immediate friends and family to other acquaintances and let them know you are looking for new opportunities.
- Make sure you’ve set your LinkedIn profile to signal that you are “open to opportunities”. Also be sure to use LinkedIn to search for people who are still actively hiring by searching for those that have the headline “I’m hiring” or “We’re hiring” in their profile.
- Prepare for online interviews using mock interview tools. Even before landing interviews, it can be useful to start practising.
- Be professional and patient. Always be professional with whoever you are interacting with throughout your search process, this will be remembered. You need to be patient, dedicated and not give up on your search. Candidates need to make sure they are following up appropriately for roles they have applied.
Arda Atalay, head of Mena private sector at LinkedIn Talent Solutions, Rudy Bier, managing partner of Kinetic Business Solutions and Ben Kinerman Daltrey, co-founder of KinFitz
The specs: Macan Turbo
Engine: Dual synchronous electric motors
Power: 639hp
Torque: 1,130Nm
Transmission: Single-speed automatic
Touring range: 591km
Price: From Dh412,500
On sale: Deliveries start in October
The Details
Kabir Singh
Produced by: Cinestaan Studios, T-Series
Directed by: Sandeep Reddy Vanga
Starring: Shahid Kapoor, Kiara Advani, Suresh Oberoi, Soham Majumdar, Arjun Pahwa
Rating: 2.5/5
Moonfall
Director: Rolan Emmerich
Stars: Patrick Wilson, Halle Berry
Rating: 3/5
Benefits of first-time home buyers' scheme
- Priority access to new homes from participating developers
- Discounts on sales price of off-plan units
- Flexible payment plans from developers
- Mortgages with better interest rates, faster approval times and reduced fees
- DLD registration fee can be paid through banks or credit cards at zero interest rates
Killing of Qassem Suleimani
'I Want You Back'
Director:Jason Orley
Stars:Jenny Slate, Charlie Day
Rating:4/5
COMPANY%20PROFILE
%3Cp%3E%3Cstrong%3EName%3A%3C%2Fstrong%3E%20Carzaty%2C%20now%20Kavak%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Dubai%3Cbr%3E%3Cstrong%3ELaunch%20year%3A%20%3C%2Fstrong%3ECarzaty%20launched%20in%202018%2C%20Kavak%20in%20the%20GCC%20launched%20in%202022%3Cbr%3E%3Cstrong%3ENumber%20of%20employees%3A%3C%2Fstrong%3E%20140%3Cbr%3E%3Cstrong%3ESector%3A%3C%2Fstrong%3E%20Automotive%3Cbr%3E%3Cstrong%3EFunding%3A%20%3C%2Fstrong%3ECarzaty%20raised%20%246m%20in%20equity%20and%20%244m%20in%20debt%3B%20Kavak%20plans%20%24130m%20investment%20in%20the%20GCC%3C%2Fp%3E%0A
The%20specs
%3Cp%3E%3Cstrong%3EPowertrain%3A%20%3C%2Fstrong%3ESingle%20electric%20motor%0D%3Cbr%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E201hp%0D%3Cbr%3E%3Cstrong%3ETorque%3A%20%3C%2Fstrong%3E310Nm%0D%3Cbr%3E%3Cstrong%3ETransmission%3A%20%3C%2Fstrong%3ESingle-speed%20auto%0D%3Cbr%3E%3Cstrong%3EBattery%3A%20%3C%2Fstrong%3E53kWh%20lithium-ion%20battery%20pack%20(GS%20base%20model)%3B%2070kWh%20battery%20pack%20(GF)%0D%3Cbr%3E%3Cstrong%3ETouring%20range%3A%20%3C%2Fstrong%3E350km%20(GS)%3B%20480km%20(GF)%0D%3Cbr%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EFrom%20Dh129%2C900%20(GS)%3B%20Dh149%2C000%20(GF)%0D%3Cbr%3E%3Cstrong%3EOn%20sale%3A%3C%2Fstrong%3E%20Now%3C%2Fp%3E%0A
Red flags
- Promises of high, fixed or 'guaranteed' returns.
- Unregulated structured products or complex investments often used to bypass traditional safeguards.
- Lack of clear information, vague language, no access to audited financials.
- Overseas companies targeting investors in other jurisdictions - this can make legal recovery difficult.
- Hard-selling tactics - creating urgency, offering 'exclusive' deals.
Courtesy: Carol Glynn, founder of Conscious Finance Coaching
Most sought after workplace benefits in the UAE
- Flexible work arrangements
- Pension support
- Mental well-being assistance
- Insurance coverage for optical, dental, alternative medicine, cancer screening
- Financial well-being incentives
The Case For Trump
By Victor Davis Hanson
Global state-owned investor ranking by size
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UAE
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Norway
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Canada
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Our legal consultant
Name: Hassan Mohsen Elhais
Position: legal consultant with Al Rowaad Advocates and Legal Consultants
UAE Team Emirates
Valerio Conti (ITA)
Alessandro Covi (ITA)
Joe Dombrowski (USA)
Davide Formolo (ITA)
Fernando Gaviria (COL)
Sebastian Molano (COL)
Maximiliano Richeze (ARG)
Diego Ulissi (ITAS)
The biog
Fatima Al Darmaki is an Emirati widow with three children
She has received 46 certificates of appreciation and excellence throughout her career
She won the 'ideal mother' category at the Minister of Interior Awards for Excellence
Her favourite food is Harees, a slow-cooked porridge-like dish made from boiled wheat berries mixed with chicken
SPECS
%3Cp%3E%3Cstrong%3EEngine%3A%3C%2Fstrong%3E%20Dual%20electric%20motors%20with%20102kW%20battery%20pack%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EPower%3A%20%3C%2Fstrong%3E570hp%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ETorque%3A%3C%2Fstrong%3E%20890Nm%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3ERange%3A%3C%2Fstrong%3E%20Up%20to%20428km%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EOn%20sale%3A%3C%2Fstrong%3E%20Now%3C%2Fp%3E%0A%3Cp%3E%3Cstrong%3EPrice%3A%20%3C%2Fstrong%3EFrom%20Dh1%2C700%2C000%3C%2Fp%3E%0A
FINAL SCORES
Fujairah 130 for 8 in 20 overs
(Sandy Sandeep 29, Hamdan Tahir 26 no, Umair Ali 2-15)
Sharjah 131 for 8 in 19.3 overs
(Kashif Daud 51, Umair Ali 20, Rohan Mustafa 2-17, Sabir Rao 2-26)
UAE WARRIORS RESULTS
Featherweight
Azouz Anwar (EGY) beat Marcelo Pontes (BRA)
TKO round 2
Catchweight 90kg
Moustafa Rashid Nada (KSA) beat Imad Al Howayeck (LEB)
Split points decision
Welterweight
Gimbat Ismailov (RUS) beat Mohammed Al Khatib (JOR)
TKO round 1
Flyweight (women)
Lucie Bertaud (FRA) beat Kelig Pinson (BEL)
Unanimous points decision
Lightweight
Alexandru Chitoran (ROU) beat Regelo Enumerables Jr (PHI)
TKO round 1
Catchweight 100kg
Marc Vleiger (NED) beat Mohamed Ali (EGY)
Rear neck choke round 1
Featherweight
James Bishop (NZ) beat Mark Valerio (PHI)
TKO round 2
Welterweight
Abdelghani Saber (EGY) beat Gerson Carvalho (BRA)
TKO round 1
Middleweight
Bakhtiyar Abbasov (AZE) beat Igor Litoshik (BLR)
Unanimous points decision
Bantamweight
Fabio Mello (BRA) beat Mark Alcoba (PHI)
Unanimous points decision
Welterweight
Ahmed Labban (LEB) v Magomedsultan Magomedsultanov (RUS)
TKO round 1
Bantamweight
Trent Girdham (AUS) beat Jayson Margallo (PHI)
TKO round 3
Lightweight
Usman Nurmagomedov (RUS) beat Roman Golovinov (UKR)
TKO round 1
Middleweight
Tarek Suleiman (SYR) beat Steve Kennedy (AUS)
Submission round 2
Lightweight
Dan Moret (USA) v Anton Kuivanen (FIN)
TKO round 2
'THE WORST THING YOU CAN EAT'
Trans fat is typically found in fried and baked goods, but you may be consuming more than you think.
Powdered coffee creamer, microwave popcorn and virtually anything processed with a crust is likely to contain it, as this guide from Mayo Clinic outlines:
Baked goods - Most cakes, cookies, pie crusts and crackers contain shortening, which is usually made from partially hydrogenated vegetable oil. Ready-made frosting is another source of trans fat.
Snacks - Potato, corn and tortilla chips often contain trans fat. And while popcorn can be a healthy snack, many types of packaged or microwave popcorn use trans fat to help cook or flavour the popcorn.
Fried food - Foods that require deep frying — french fries, doughnuts and fried chicken — can contain trans fat from the oil used in the cooking process.
Refrigerator dough - Products such as canned biscuits and cinnamon rolls often contain trans fat, as do frozen pizza crusts.
Creamer and margarine - Nondairy coffee creamer and stick margarines also may contain partially hydrogenated vegetable oils.
The smuggler
Eldarir had arrived at JFK in January 2020 with three suitcases, containing goods he valued at $300, when he was directed to a search area.
Officers found 41 gold artefacts among the bags, including amulets from a funerary set which prepared the deceased for the afterlife.
Also found was a cartouche of a Ptolemaic king on a relief that was originally part of a royal building or temple.
The largest single group of items found in Eldarir’s cases were 400 shabtis, or figurines.
Khouli conviction
Khouli smuggled items into the US by making false declarations to customs about the country of origin and value of the items.
According to Immigration and Customs Enforcement, he provided “false provenances which stated that [two] Egyptian antiquities were part of a collection assembled by Khouli's father in Israel in the 1960s” when in fact “Khouli acquired the Egyptian antiquities from other dealers”.
He was sentenced to one year of probation, six months of home confinement and 200 hours of community service in 2012 after admitting buying and smuggling Egyptian antiquities, including coffins, funerary boats and limestone figures.
For sale
A number of other items said to come from the collection of Ezeldeen Taha Eldarir are currently or recently for sale.
Their provenance is described in near identical terms as the British Museum shabti: bought from Salahaddin Sirmali, "authenticated and appraised" by Hossen Rashed, then imported to the US in 1948.
- An Egyptian Mummy mask dating from 700BC-30BC, is on offer for £11,807 ($15,275) online by a seller in Mexico
- A coffin lid dating back to 664BC-332BC was offered for sale by a Colorado-based art dealer, with a starting price of $65,000
- A shabti that was on sale through a Chicago-based coin dealer, dating from 1567BC-1085BC, is up for $1,950
How to wear a kandura
Dos
- Wear the right fabric for the right season and occasion
- Always ask for the dress code if you don’t know
- Wear a white kandura, white ghutra / shemagh (headwear) and black shoes for work
- Wear 100 per cent cotton under the kandura as most fabrics are polyester
Don’ts
- Wear hamdania for work, always wear a ghutra and agal
- Buy a kandura only based on how it feels; ask questions about the fabric and understand what you are buying
Afghanistan squad
Gulbadin Naib (captain), Mohammad Shahzad (wicketkeeper), Noor Ali Zadran, Hazratullah Zazai, Rahmat Shah, Asghar Afghan, Hashmatullah Shahidi, Najibullah Zadran, Samiullah Shinwari, Mohammad Nabi, Rashid Khan, Dawlat Zadran, Aftab Alam, Hamid Hassan, Mujeeb Ur Rahman.
THE SPECS
BMW X7 xDrive 50i
Engine: 4.4-litre V8
Transmission: Eight-speed Steptronic transmission
Power: 462hp
Torque: 650Nm
Price: Dh600,000
