Humans are able to detect artificially generated speech only 73% of the time, a study has found, with the same levels of accuracy found in English and Mandarin speakers.
Researchers at University College London used a text-to-speech algorithm trained on two publicly available datasets, one in English and the other in Mandarin, to generate 50 deepfake speech samples in each language.
Deepfakes, a form of generative artificial intelligence, are synthetic media that is created to resemble a real person’s voice or the likeness of their appearance.
The sound samples were played for 529 participants to see whether they could detect the real sample from fake speech. The participants were able to identify fake speech only 73% of the time. This number improved slightly after participants received training to recognise aspects of deepfake speech.
The study is the first to assess human ability to detect artificially generated speech in a language other than English. It speaks to concerns that humans are unable to consistently detect when an audio is a deepfake, despite being trained to.
Kimberly Mai, first author of the study, said: “In our study, we showed that training people to detect deepfakes is not necessarily a reliable way to help them to get better at it. Unfortunately, our experiments also show that at the moment automated detectors are not reliable either.
“They’re really good at detecting deepfakes if they’ve seen similar examples during their training phase, if the speaker is the same or the clips are recorded in a similar audio environment, for example. But they’re not reliable when there are changes in the test audio conditions, such as if there’s a different speaker.”
She said it was important to improve automated deepfake speech detectors and for organisations to “think about strategies to mitigate the threat that deepfake content poses”.
In deepfake video, there are more clues to identify whether it has been synthetically created than in audio.
This year Brad Smith, the president of Microsoft, said that his biggest concern around artificial intelligence was deepfakes.
As the development of deepfakes continue, widely available sophisticated detections systems lag behind.
Dr Karl Jones, the head of engineering at Liverpool John Moores University, has warned that the UK’s justice system is not set up to protect against the use of deepfakes. “Deepfake speech is almost the perfect crime – because you don’t know that it’s been done,” he said.
Sam Gregory, the executive director of Witness, who has created initiatives on deepfakes, media manipulation and generative AI, has said that another threat is humans claiming that a real audio is fake and relying on the fact that there are not widespread tools available to detect whether this is the case.
He said: “At Witness, we speak about a detection equity gap. The people who need the capacity to detect – journalists and factcheckers, and civil society and election officials – are the ones who don’t have access to these [detection] tools. This is a huge issue that is going to get worse if we don’t invest in those skills and resources.
“We may not need to have detection tools available to everyone, because that also makes them harder to be robust. But we need to think about the investment in supporting intermediaries.”
CHICAGO (AP) — United Airlines has struck a deal with Elon Musk’s SpaceX to offer satellite-based Starlink WiFi service on flights within the next several years.
The airline said Friday the service will be free to passengers.
United said it will begin testing the service early next year and begin offering it on some flights by later in 2025.
Financial details of the deal were not disclosed.
The announcement comes as airlines rush to offer more amenities as a way to stand out when passengers pick a carrier for a trip. United’s goal is to make sitting on a plane pretty much like being on the ground when it comes to browsing the internet, streaming entertainment and playing games.
“Everything you can do on the ground, you’ll soon be able to do on board a United plane at 35,000 feet, just about anywhere in the world,” CEO Scott Kirby said in announcing the deal.
The airline says Starlink will allow passengers to get internet access even over oceans and polar regions where traditional cell or Wi-Fi signals may be weak or missing.
Sony has made it easy for Canadian consumers to preorder the PlayStation 5 Pro in Canada directly from PlayStation’s official website. Here’s how:
Visit the Official Website: Go to direct.playstation.com and navigate to the PS5 Pro section once preorders go live on September 26, 2024.
Create or Log in to Your PlayStation Account: If you don’t have a PlayStation account, you will need to create one. Existing users can simply log in to proceed.
Place Your Preorder: Once logged in, follow the instructions to preorder your PS5 Pro. Ensure you have a valid payment method ready and double-check your shipping information for accuracy.
Preorder Through Major Canadian Retailers
While preordering directly from PlayStation is a popular option, you can also secure your PS5 Pro through trusted Canadian retailers. These retailers are expected to offer preorders on or after September 26:
Best Buy Canada
Walmart Canada
EB Games (GameStop)
Amazon Canada
The Source
Steps to Preorder via Canadian Retailers:
Visit Retailer Websites: Search for “PlayStation 5 Pro” on the website of your preferred retailer starting on September 26.
Create or Log in to Your Account: If you’re shopping online, having an account with the retailer can speed up the preorder process.
Preorder in Store: For those who prefer in-person shopping, check with local stores regarding availability and preorder policies.
3. Sign Up for Notifications
Many retailers and websites offer the option to sign up for notifications when the preorder goes live. If you’re worried about missing out due to high demand, this can be a useful option.
Visit Retailer Sites: Look for a “Notify Me” or “Email Alerts” option and enter your email to stay informed.
Use PlayStation Alerts: Sign up for notifications directly through Sony to be one of the first to know when preorders are available.
4. Prepare for High Demand
Preordering the PS5 Pro is expected to be competitive, with high demand likely to result in quick sellouts, just as with the initial release of the original PS5. To maximize your chances of securing a preorder:
Act Quickly: Be prepared to place your order as soon as preorders open. Timing is key, as stock can run out within minutes.
Double-Check Payment Information: Ensure your credit card or payment method is ready to go. Any delays during the checkout process could result in losing your spot.
Stay Informed: Monitor PlayStation and retailer websites for updates on restocks or additional preorder windows.
Final Thoughts
The PlayStation 5 Pro is set to take gaming to the next level with its enhanced performance, graphics, and new features. Canadian gamers should be ready to act fast when preorders open on September 26, 2024, to secure their console ahead of the holiday season. Whether you choose to preorder through PlayStation’s official website or your preferred retailer, following the steps outlined above will help ensure a smooth and successful preorder experience.
For more details on the PS5 Pro and to preorder, visit direct.playstation.com or stay tuned to updates from major Canadian retailers.
Since the PlayStation 5 (PS5) launched four years ago, PlayStation has continuously evolved to meet the demands of its players. Today, we are excited to announce the next step in this journey: the PlayStation 5 Pro. Designed for the most dedicated players and game creators, the PS5 Pro brings groundbreaking advancements in gaming hardware, raising the bar for what’s possible.
Key Features of the PS5 Pro
The PS5 Pro comes equipped with several key performance enhancements, addressing the requests of gamers for smoother, higher-quality graphics at a consistent 60 frames per second (FPS). The console’s standout features include:
Upgraded GPU: The PS5 Pro’s GPU boasts 67% more Compute Units than the current PS5, combined with 28% faster memory. This allows for up to 45% faster rendering speeds, ensuring a smoother gaming experience.
Advanced Ray Tracing: Ray tracing capabilities have been significantly enhanced, with reflections and refractions of light being processed at double or triple the speed of the current PS5, creating more dynamic visuals.
AI-Driven Upscaling: Introducing PlayStation Spectral Super Resolution, an AI-based upscaling technology that adds extraordinary detail to images, resulting in sharper image clarity.
Backward Compatibility & Game Boost: More than 8,500 PS4 games playable on PS5 Pro will benefit from PS5 Pro Game Boost, stabilizing or enhancing performance. PS4 games will also see improved resolution on select titles.
VRR & 8K Support: The PS5 Pro supports Variable Refresh Rate (VRR) and 8K gaming for the ultimate visual experience, while also launching with the latest wireless technology, Wi-Fi 7, in supported regions.
Optimized Games & Patches
Game creators have quickly embraced the new technology that comes with the PS5 Pro. Many games will receive free updates to take full advantage of the console’s new features, labeled as PS5 Pro Enhanced. Some of the highly anticipated titles include:
Alan Wake 2
Assassin’s Creed: Shadows
Demon’s Souls
Dragon’s Dogma 2
Final Fantasy 7 Rebirth
Gran Turismo 7
Marvel’s Spider-Man 2
Ratchet & Clank: Rift Apart
Horizon Forbidden West
These updates will allow players to experience their favorite games at a higher fidelity, taking full advantage of the console’s improved graphics and performance.
Design & Compatibility
Maintaining consistency within the PS5 family, the PS5 Pro retains the same height and width as the original PS5 model. Players will also have the option to add an Ultra HD Blu-ray Disc Drive or swap console covers when available.
Additionally, the PS5 Pro is fully compatible with all existing PS5 accessories, including the PlayStation VR2, DualSense Edge, Pulse Elite, and Access controller. This ensures seamless integration into your current gaming setup.
Pricing & Availability
The PS5 Pro will be available starting November 7, 2024, at a manufacturer’s suggested retail price (MSRP) of:
$699.99 USD
$949.99 CAD
£699.99 GBP
€799.99 EUR
¥119,980 JPY
Each PS5 Pro comes with a 2TB SSD, a DualSense wireless controller, and a copy of Astro’s Playroom pre-installed. Pre-orders begin on September 26, 2024, and the console will be available at participating retailers and directly from PlayStation via direct.playstation.com.
The launch of the PS5 Pro marks a new chapter in PlayStation’s commitment to delivering cutting-edge gaming experiences. Whether players choose the standard PS5 or the PS5 Pro, PlayStation aims to provide the best possible gaming experience for everyone.
Preorder your PS5 Pro and step into the next generation of gaming this holiday season.
