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Active noise control technology is used by noise-canceling headphones to minimize or completely block out outside noise. However, despite the many advancements in technology, people still don't have much control over which sounds their headphones block out and which they let pass.

Now, deep learning algorithms (算法) have been developed by a group of academics at the University of Washington that enable users to select which noises to filter (过滤) through their headphones in real-time. The system has been named “semantic hearing” by its creators.

The AI-powered headphones remove all background noise by streaming recorded audio (音频) to a smartphone that is linked to the devices. Through this process, the headphone users can choose to strengthen or cancel out 20 types of sounds, using voice commands or a smartphone app. The headphones will then only let through the sounds that have been chosen by the wearer.

“The challenge is that the sounds headphone wearers hear need to syn (同步) with their visual senses. This means the neural (神经的) algorithms must process sounds in under a hundredth of a second.” said senior author Shyam Gollakota, a UW professor.

Due to this time constraint, the semantic hearing system chooses a process that relies on noises communicated on a device like a linked smartphone. Furthermore, in order for humans to continue to effectively experience sounds in their environment, the system needs to maintain these delays because sounds coming from different directions enter people's ears at different times.

Trials were undertaken by the researchers in a variety of settings. The semantic hearing system was able to isolate target sounds, while at the same time removing background noise. In terms of the system's audio output for the desired sounds. 22 participants gave it an average rating higher than they assigned to the original noise recordings.

There were, however, a few disadvantages: the Al-powered system occasionally had trouble recognizing sounds that were too similar. The researchers said that the system could produce better results if its machine learning models were trained on more real world data.

【小题1】What can deep learning algorithms do?
A.Improve users listening ability.
B.Help users remove unwanted noise.
C.Stop people from entering noisy areas.
D.Create communication between users.
【小题2】What should the neural algorithms do according to Shyam Gollakota?
A.Select headphone users.
B.Process data without noticeable delay.
C.Follow the way people speak.
D.Improve the quality of smartphones.
【小题3】What did the researchers find about the system in the trials?
A.It has improvement in sound quality.
B.It helps them recognize participants' voices.
C.It has more disadvantages than advantages.
D.It's suitable to strengthen background noise.
【小题4】Which is the most suitable title for the text?
A.The semantic hearing system still has some drawbacks
B.The semantic hearing system can recognize human speech
C.AI noise-canceling headphones let you choose what you hear
D.AI noise-canceling headphones now have a commercial version
23-24高三下·江苏镇江·阶段练习
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Sixteen miles off the coast of northern Scotland, the future of green energy is taking shape. The five giant turbines (涡轮机) of the Hywind Scotland wind farm look much like any other off-shore wind project, except one major difference — they’re floating.

While traditional offshore turbines sit on metal and concrete towers fixed into the seabed, Hywind’s turbines rest on floating frames that move up and down with the waves. It proves to be an important development as the world struggles to meet the net zero carbon emission (排放) targets set in the Paris Agreement on Climate Change.

To cut those emissions, green electricity will need to be at the main source of global energy, according to the International Energy Agency. It says that by 2040, half of the world’s energy needs will have to be met by electricity produced in a net zero way. Projects like Hywind’s floating wind farm offer a picture of what the future could look like.

The reasons for this can be listed as follows. Firstly, unlike fixed units, floating turbines can operate in deep waters far from the shoreline, where winds tend to be stronger. Secondly, it can serve offshore areas that are too deep for bottom-fixed turbines. “In places like Korea, Japan and California, you can only manage a certain amount of offshore wind, or maybe even none at all, so floating turbines are the only option in the longer term,” explains Henrik Steisdal, a Danish inventor at the forefront of floating wind innovation.

While floating turbines overcome some of the problems that make offshore wind farms in deep waters impossible, there are still challenges that have to be overcome. There are some concerns about what effect floating wind turbines might have on the sea environment. The price of floating wind projects is also still high — almost twice as much as that of the bottom-fixed offshore ones. Another problem is how to avoid the risk of a system breakdown when the wind is blowing too hard.

【小题1】What do the Hywind’s turbines and the traditional turbines have in common?
A.They are fixed.B.They use wind.
C.They are floating.D.They use waves.
【小题2】What’s NOT the reason for building floating turbines?
A.It offers a picture of the future.
B.Winds are stronger in deep waters.
C.It helps meet the net zero carbon emission targets.
D.It is difficult to fix turbines in deep offshore areas.
【小题3】What will possibly be talked about in the following paragraph?
A.Solutions to the problems.
B.Functions of the wind power.
C.Advantages of the floating project.
D.Opinions on the floating turbines.
【小题4】Which of the following is a suitable title for the text?
A.Wind Projects — a Greener World
B.Wind Projects — a Practical Solution
C.Floating Turbines — a Choice for the Future
D.Floating Turbines — a More Efficient World

Tired of standing in line? Wait a bit longer, and you may never have to again.

Amazon has opened 24 of its Amazon Go stores, which use cameras and artificial intelligence (AI) to see what you’ve taken off shelves and charge you as you walk out. Some companies are closely copying Amazon’s approach to using AI-powered cameras fixed in ceilings. But others are trying an entirely different way to skip the checkout: smart shopping carts. These companies have added cameras and sensors (传感器) to the carts, and are using AI to tell what you’ve put in them. Customers pay by entering a credit card, or through an online payment system. When a customer exits the store a green light on the shopping cart shows that their order is complete, and they’re charged.

The companies behind the smart carts, including Caper and Veeve, say it’s much easier to add technology to the shopping cart than to an entire store. Amazon’s Go stores rely on hundreds of cameras in the ceiling. The shelves also include sensors to tell when an item is removed. Ahmed Beshry, co-founder of Caper, believes the technology to run Go is too expensive to use in a large-format grocery store. Neither Caper nor Veeve has said how much their smart shopping carts will cost, making it difficult to compare the different formats. Shariq Siddiqui, CEO of Veeve, said, “We’re always happy when Amazon is doing something. They force retailers (零售店) to get out of their old school thinking.”   

Each time a business uses AI and cameras, it raises questions about customers’ privacy and the effect on jobs. Beshry notes that the cameras in his shopping cart point down into the cart, so only a customer’s hand and part of their arm will be captured (拍摄) on camera.

【小题1】What do we know about the smart shopping carts?
A.They are able to recognize goods put in them.
B.They are linked to the cameras fixed in the ceilings.
C.They flash the green light when the order is canceled.
D.They can tell customers where to find what they want.
【小题2】What does Beshry think of the technology used in Amazon’s Go stores?
A.It is likely to help retailers to think differently.
B.It has attracted many more retailers than before.
C.It is far more expensive than their shopping carts.
D.It may reduce the cost of running a store greatly.
【小题3】When it comes to AI and cameras, what makes the public worried most?
A.That they can only buy goods online.
B.That goods in the stores may be more expensive.
C.That they have to wait in a line for a longer time.
D.That somebody may know their privacy.
【小题4】What is the main idea of the text?
A.The new technology improves retail sale.
B.AI-powered cameras are used in retail stores.
C.Artificial intelligence affects the future of job market.
D.Smart shopping carts will let you skip the line.

Thanks to the relative anonymity(匿名) the internet presides, it is all to easy to type up something unpleasant if not completely mean and fire it off without really considering the consequence. But what if would be cyberbullies were forced to stop and think about the weight of their words before they hit “send”.

Trisha Prabhu, a 15-year-old high school student from Naperville, Minois is encouraging people to do just that. Two years ago, Prabhu read about an 11-year-old girl from Florida who committed suicide after dealing with a flood of cyber attacks from her classmates. The promising programmer became motivated to use her computer skills for good, and invented a software program called ReThink that recognizes common “bullying phrases” when they are typed into a computer. After a cyberbully types a mean sentence, a pop-up window appears, asking the writer a simple yet effective question: “Are you sure you want to do that?” The bullies end up deleting their words 93 percent of the time. Prabhu’s studies show.

The idea earned Prabhu honours and awards, including a finalist spot in Google Science Fair, a trip to the White House for its annual youth science exhibition, and a spot in Coca-Cola’s “Make It Happy” campaign. ReThink is not the only technology out there that is designed to reduce cyberbullying. Developed by the Substance Abuse and Mental Health Services Administration (SAMHSA), the KnowBullying app gives concerned parents or caregivers lips on how to talk with their children about bullying. Another app, called STOPit, lets children and teenagers safely and secretly report bullying to adults and school administrators.

In 2014, the Centers for Disease Control and Prevention reported that 14.8 percent of students nationwide say they have been victims of cyberbullying. Considering this shocking statistics mobile apps and anti-bellying computer programmes such as Prabho’s hold the potential to help a lot of people.

【小题1】What was the invention of Rethink inspired by?
A.A tragic news story.
B.A programming competition.
C.An anonymous e-mail.
D.An after-school assignment.
【小题2】What do we know about ReThink from the text?
A.It wins Prabhu the champion in Google Science Fair.
B.It is the first app aimed at preventing cyberbullying.
C.It achieves desired effects according to Prabhu’s studies.
D.It is likely to lead a global computer programme campaign.
【小题3】Which of the following words best describe Prabhus?
A.Caring and generous.
B.Creative and kind-hearted.
C.Devoted and selfless.
D.Ambitions and far-sighted.
【小题4】What can be a suitable title for the text?
A.Technology Saves Lives
B.Ways to Stop Cyberbullying
C.Dangers Behind the Screen
D.“ReThink” Before Sending Mean Messages

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