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Adversarial Music: Real world Audio Adversary against Wake-word Detection System
Voice Assistants (VAs) such as Amazon Alexa or Google Assistant rely on wake-word detection to respond to people's commands, which could potentially be vulnerable to audio adversarial examples. In this work, we target our attack on the wake-word detection system. Our goal is to jam the model with some inconspicuous background music to deactivate the VAs while our audio adversary is present. We implemented an emulated wake-word detection system of Amazon Alexa based on recent publications.
Revealed: Amazon Alexa's most-asked questions of 2025 - including 'how tall is Tom Cruise?' and 'how long do I poach an egg for?'
Ghislaine Maxwell's ultimate humiliation: Epstein's sex trafficker girlfriend poses in outrageous outfits and exposes herself in dozens of photos released from the billionaire paedophile's files I was falsely accused of being the Brown University shooter... Silent Trump flees growing storm over Epstein'cover-up' as he jets off for holidays without ANY comment Truth about THIS photo of Karoline Leavitt's face... and why if she was non-binary and disabled, Vanity Fair would never have done this: KENNEDY Why Conan O'Brien'stopped party guests calling 911' on Nick Reiner: Insiders reveal disturbing new details of final hours before Rob and Michele murders After 27 years as a TV anchor I was suddenly pulled off screens. My boss's explanation was a brutal lesson in loyalty Emily in Paris cast left'aghast' and'walking on eggshells' as off-camera drama becomes overwhelming... and whispers swirl about a CURSE Doctors said my hip pain was just tendinitis from sitting all day at work.
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Adversarial Music: Real world Audio Adversary against Wake-word Detection System
Juncheng Li, Shuhui Qu, Xinjian Li, Joseph Szurley, J. Zico Kolter, Florian Metze
V oice Assistants (V As) such as Amazon Alexa or Google Assistant rely on wake-word detection to respond to people's commands, which could potentially be vulnerable to audio adversarial examples. In this work, we target our attack on the wake-word detection system, jamming the model with some inconspicuous background music to deactivate the V As while our audio adversary is present. We implemented an emulated wake-word detection system of Amazon Alexa based on recent publications.
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GE Lighting's latest color LED smart bulb is unlike any I've ever seen
Vintage-style LED smart bulbs have been a thing for a while, but I haven't seen one quite like this new one from Savant's GE Lighting division. The all-new Cync Clear Full Color Direct Connect A19 Smart Bulb--now there's a mouthful--features a spiral LED filament in a clear glass globe. The Edison-style smart bulb can be programmed to glow from a palette of millions of colors as well as a variety of white color temperatures (from a warm candlelight-like 2,000 Kelvin to an energizingly cool 7,000K). You'll want to install the Cync Clear Full Direct Connect in a clear luminaire that will show off its spiral LED filament. The new bulb connects directly to your Wi-Fi network, and it supports Matter, rendering it compatible with Amazon Alexa, Apple Home, Google Assistant, and Samsung SmartThings.
Adversarial Music: Real world Audio Adversary against Wake-word Detection System
Voice Assistants (VAs) such as Amazon Alexa or Google Assistant rely on wake-word detection to respond to people's commands, which could potentially be vulnerable to audio adversarial examples. In this work, we target our attack on the wake-word detection system. Our goal is to jam the model with some inconspicuous background music to deactivate the VAs while our audio adversary is present. We implemented an emulated wake-word detection system of Amazon Alexa based on recent publications. Then we computed our audio adversaries with consideration of expectation over transform and we implemented our audio adversary with a differentiable synthesizer.
Translation Tech Is Amazing, Except When It's Not
Today's language translation apps are like self-driving cars: incredibly useful, promising, nearing maturity, and almost entirely powered by machines. It's astonishing that the technology even exists. Even so, machine translation is still clunky at times, if not awkward. Consider a recent conversation I had with my neighbor, Andre, who immigrated from Russia last year. Speaking little to no English, Andre is navigating the American Dream almost entirely through Google Translate, the most popular speech-to-speech translation app, first launched 10 years ago.
10 smart home devices that can make your life easier and save money
Smart home tech can increase the value of your home. Installing smart home devices is an easy way to protect your property from significant damage, save on home insurance, and modernize your home. Most insurance agents recommend devices like smoke, CO2, or water sensors to offer enhanced peace of mind and protection for homeowners and provide savings opportunities. Protecting a property from potentially extensive damage means homeowners are less likely to need to file a claim, which may result in lower insurance premiums. Smart home technology can also increase a home's value as appraisers factor smart home systems into appraisals and homes with intelligent technology may sell faster and command higher prices.
New Jersey couple wake up to hour-long voicemail from 'unknown caller' - and are terrified to learn it was left by their Amazon Alexa
A New Jersey couple woke up to a 67-minute-long voicemail from an'unknown caller' - and discovered it was left by their Amazon Alexa. 'I was checking the message ... and was like, wait, this is me talking in the bedroom,' she said. Alexa can call your smartphone if you trigger the'Find My Phone' feature, but a company spokesperson said the Amazon Echo doesn't record or store conversations unless it hears the'wake word,' prompting a light on the device to turn on to let you know it's listening. Amazon has come under fire for its devices recording conversations and faced two separate privacy violation lawsuits last year, including a claim that it had violated children's privacy rights by refusing to remove the recording history of minors. A judge ruled that the company had to pay out a collective 30.8 million for both violations. 'There wasn't a lot of talking in the message, mostly bleeping,' Creegan said, but added that she could hear snippets of her telling Alexa to'turn the lights off' adding that there was'two or three sentences of me talking to the dog.
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21 Best Amazon Prime Day Deals Under $50 (2023)
Prime Day is here again. Actually, Amazon's second coming of Prime Day is now called Prime Big Deal Days--a bold choice, to say the least. We'll still be calling it Amazon Prime Day, and you hereby have permission from this humble WIRED writer to do the same. We've rounded up the best Prime Day deals under $50-- nothing feels more like a deal than when it's affordable, but it can be hard to find what's a good cheap deal and what isn't. We did the work for you (you're welcome!).