Skip to main content

Listening to you speak could help reveal stress, depression, and even heart conditions

machine learning health insights voice
Image used with permission by copyright holder
Can the same technology which analyzes emotion in voices also be used to identify health-related issues, ranging from stress and depression to heart conditions? That’s the question being asked as part of a collaboration between voice-driven emotions analytics company Beyond Verbal and researchers at leading global medical institutions, including the Mayo Clinic.

Their answer? An optimistic ‘yes.’

Recommended Videos

Over the past 21 years, Beyond Verbal has gathered an impressive broad dataset of 2.5 million emotion-tagged voices in upwards of 40 different languages. The idea is that, working with its medical partners, it can use the power of machine learning and big data to also examine the connection between vocal intonations and health issues.

“We are not calling what we’re doing right now diagnostics,” Yuval Mor, CEO of Beyond Verbal, told Digital Trends. “Instead, it’s about long-term monitoring and decision support systems. The diagnostic tools that a doctor can use right now can do a better job than we can with vocal markers. However, what we’re doing is to use voice abnormalities observed over time to say that your voice is significantly different from how it sounded yesterday, a week ago, or two months ago — and then to correlate those changes with specific things we can identify.”

The ability to recognize certain conditions based on voice is not new, and nor does it always require a machine. Listening to a person speak can be used to help reveal that they may be suffering from certain conditions, such as dementia or Parkinson’s disease. However, machine learning tools can be used to go further — by dialing in on granular details which may not be readily observable to the human ear.

In particular, what Beyond Verbal is hoping to do is expand this recognition to medical and physiological conditions which are not associated with the brain.

“That’s where this work is becoming very fascinating, and that’s what we’ve been working with the Mayo Clinic over the past two years to do,” Mor said. This may include the diagnosis of coronary artery disease, for example, which Mor said is something that is being looked at very closely.

Right now, the so-called Beyond Health Research Platform is still rolling out, but Mor noted that collaborators are certainly thinking big with the project.

“The long-term vision is that everyone will have their own companion, a guardian angel, which could be anything from your mobile phone to your Amazon Echo,” he said. “It might be that it monitors your phone conversations, or that you speak to an app for 30 seconds every morning — and from that it gives you high-level indications. You either get a green light saying everything is okay, a yellow light saying it’s worth monitoring closely, or a red light telling you that something is significantly different and it can be mapped to a specific condition, so you should go see your doctor.”

Coming soon to a device near you? We certainly hope so. In the meantime, this is a fascinating piece of research we’ll be sure to keep our eyes on.

Luke Dormehl
Former Digital Trends Contributor
I'm a UK-based tech writer covering Cool Tech at Digital Trends. I've also written for Fast Company, Wired, the Guardian…
Juiced Bikes offers 20% off on all e-bikes amid signs of bankruptcy
Juiced Bikes Scrambler ebike

A “20% off sitewide” banner on top of a company’s website should normally be cause for glee among customers. Except if you’re a fan of that company’s products and its executives remain silent amid mounting signs that said company might be on the brink of bankruptcy.That’s what’s happening with Juiced Bikes, the San Diego-based maker of e-bikes.According to numerous customer reports, Juiced Bikes has completely stopped responding to customer inquiries for some time, while its website is out of stock on all products. There are also numerous testimonies of layoffs at the company.Even more worrying signs are also piling up: The company’s assets, including its existing inventory of products, is appearing as listed for sale on an auction website used by companies that go out of business.In addition, a court case has been filed in New York against parent company Juiced Inc. and Juiced Bike founder Tora Harris, according to Trellis, a state trial court legal research platform.Founded in 2009 by Harris, a U.S. high-jump Olympian, Juiced Bikes was one of the early pioneers of the direct-to-consumer e-bike brands in the U.S. market.The company’s e-bikes developed a loyal fandom through the years. Last year, Digital Trends named the Juiced Bikes Scorpion X2 as the best moped-style e-bike for 2023, citing its versatility, rich feature set, and performance.The company has so far stayed silent amid all the reports. But should its bankruptcy be confirmed, it could legitimately be attributed to the post-pandemic whiplash experienced by the e-bike industry over the past few years. The Covid-19 pandemic had led to a huge spike in demand for e-bikes just as supply chains became heavily constrained. This led to a ramp-up of e-bike production to match the high demand. But when consumer demand dropped after the pandemic, e-bike makers were left with large stock surpluses.The good news is that the downturn phase might soon be over just as the industry is experiencing a wave of mergers and acquisitions, according to a report by Houlihan Lokey.This may mean that even if Juiced Bikes is indeed going under, the brand and its products might find a buyer and show up again on streets and trails.

Read more
Volkswagen plans 8 new affordable EVs by 2027, report says
volkswagen affordable evs 2027 id 2all

Back in the early 1970s, when soaring oil prices stifled consumer demand for gas-powered vehicles, Volkswagen took a bet on a battery system that would power its first-ever electric concept vehicle, the Elektro Bus.
Now that the German automaker is facing a huge slump in sales in Europe and China, it’s again turning to affordable electric vehicles to save the day.Volkswagen brand chief Thomas Schaefer told German media that the company plans to bring eight new affordable EVs to market by 2027."We have to produce our vehicles profitably and put them on the road at affordable prices," he is quoted as saying.
One of the models will be the ID.2all hatchback, the development of which is currently being expedited to 36 months from its previous 50-month schedule. Last year, VW unveiled the ID.2all concept, promising to give it a price tag of under 25,000 euros ($27,000) for its planned release in 2025.VW CEO Larry Blume has also hinted at a sub-$22,000 EV to be released after 2025.It’s unclear which models would reach U.S. shores. Last year, VW America said it planned to release an under-$35,000 EV in the U.S. by 2027.The price of batteries is one of the main hurdles to reduced EV’s production costs and lower sale prices. VW is developing its own unified battery cell in several European plants, as well as one plant in Ontario, Canada.But in order for would-be U.S. buyers to obtain the Inflation Reduction Act's $7,500 tax credit on the purchase of an EV, the vehicle and its components, including the battery, must be produced at least in part domestically.VW already has a plant in Chattanooga, Tennesse, and is planning a new plant in South Carolina. But it’s unclear whether its new unified battery cells would be built or assembled there.

Read more
Nissan launches charging network, gives Ariya access to Tesla SuperChargers
nissan charging ariya superchargers at station

Nissan just launched a charging network that gives owners of its EVs access to 90,000 charging stations on the Electrify America, Shell Recharge, ChargePoint and EVgo networks, all via the MyNissan app.It doesn’t stop there: Later this year, Nissan Ariya vehicles will be getting a North American Charging Standard (NACS) adapter, also known as the Tesla plug. And in 2025, Nissan will be offering electric vehicles (EVs) with a NACS port, giving access to Tesla’s SuperCharger network in the U.S. and Canada.Starting in November, Nissan EV drivers can use their MyNissan app to find charging stations, see charger availability in real time, and pay for charging with a payment method set up in the app.The Nissan Leaf, however, won’t have access to the functionality since the EV’s charging connector is not compatible. Leaf owners can still find charging stations through the NissanConnectEV and Services app.Meanwhile, the Nissan Ariya, and most EVs sold in the U.S., have a Combined Charging System Combo 1 (CCS1) port, which allows access to the Tesla SuperCharger network via an adapter.Nissan is joining the ever-growing list of automakers to adopt NACS. With adapters, EVs made by General Motors, Ford, Rivian, Honda and Volvo can already access the SuperCharger network. Kia, Hyundai, Toyota, BMW, Volkswagen, and Jaguar have also signed agreements to allow access in 2025.
Nissan has not revealed whether the adapter for the Ariya will be free or come at a cost. Some companies, such as Ford, Rivian and Kia, have provided adapters for free.
With its new Nissan Energy Charge Network and access to NACS, Nissan is pretty much covering all the bases for its EV drivers in need of charging up. ChargePoint has the largest EV charging network in the U.S., with over 38,500 stations and 70,000 charging ports at the end of July. Tesla's charging network is the second largest, though not all of its charging stations are part of the SuperCharger network.

Read more