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.’

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.

Editors' Recommendations

Luke Dormehl
I'm a UK-based tech writer covering Cool Tech at Digital Trends. I've also written for Fast Company, Wired, the Guardian…
Digital Trends’ Top Tech of CES 2023 Awards
Best of CES 2023 Awards Our Top Tech from the Show Feature

Let there be no doubt: CES isn’t just alive in 2023; it’s thriving. Take one glance at the taxi gridlock outside the Las Vegas Convention Center and it’s evident that two quiet COVID years didn’t kill the world’s desire for an overcrowded in-person tech extravaganza -- they just built up a ravenous demand.

From VR to AI, eVTOLs and QD-OLED, the acronyms were flying and fresh technologies populated every corner of the show floor, and even the parking lot. So naturally, we poked, prodded, and tried on everything we could. They weren’t all revolutionary. But they didn’t have to be. We’ve watched enough waves of “game-changing” technologies that never quite arrive to know that sometimes it’s the little tweaks that really count.

Read more
Digital Trends’ Tech For Change CES 2023 Awards
Digital Trends CES 2023 Tech For Change Award Winners Feature

CES is more than just a neon-drenched show-and-tell session for the world’s biggest tech manufacturers. More and more, it’s also a place where companies showcase innovations that could truly make the world a better place — and at CES 2023, this type of tech was on full display. We saw everything from accessibility-minded PS5 controllers to pedal-powered smart desks. But of all the amazing innovations on display this year, these three impressed us the most:

Samsung's Relumino Mode
Across the globe, roughly 300 million people suffer from moderate to severe vision loss, and generally speaking, most TVs don’t take that into account. So in an effort to make television more accessible and enjoyable for those millions of people suffering from impaired vision, Samsung is adding a new picture mode to many of its new TVs.
[CES 2023] Relumino Mode: Innovation for every need | Samsung
Relumino Mode, as it’s called, works by adding a bunch of different visual filters to the picture simultaneously. Outlines of people and objects on screen are highlighted, the contrast and brightness of the overall picture are cranked up, and extra sharpness is applied to everything. The resulting video would likely look strange to people with normal vision, but for folks with low vision, it should look clearer and closer to "normal" than it otherwise would.
Excitingly, since Relumino Mode is ultimately just a clever software trick, this technology could theoretically be pushed out via a software update and installed on millions of existing Samsung TVs -- not just new and recently purchased ones.

Read more
AI turned Breaking Bad into an anime — and it’s terrifying
Split image of Breaking Bad anime characters.

These days, it seems like there's nothing AI programs can't do. Thanks to advancements in artificial intelligence, deepfakes have done digital "face-offs" with Hollywood celebrities in films and TV shows, VFX artists can de-age actors almost instantly, and ChatGPT has learned how to write big-budget screenplays in the blink of an eye. Pretty soon, AI will probably decide who wins at the Oscars.

Within the past year, AI has also been used to generate beautiful works of art in seconds, creating a viral new trend and causing a boon for fan artists everywhere. TikTok user @cyborgism recently broke the internet by posting a clip featuring many AI-generated pictures of Breaking Bad. The theme here is that the characters are depicted as anime characters straight out of the 1980s, and the result is concerning to say the least. Depending on your viewpoint, Breaking Bad AI (my unofficial name for it) shows how technology can either threaten the integrity of original works of art or nurture artistic expression.
What if AI created Breaking Bad as a 1980s anime?
Playing over Metro Boomin's rap remix of the famous "I am the one who knocks" monologue, the video features images of the cast that range from shockingly realistic to full-on exaggerated. The clip currently has over 65,000 likes on TikTok alone, and many other users have shared their thoughts on the art. One user wrote, "Regardless of the repercussions on the entertainment industry, I can't wait for AI to be advanced enough to animate the whole show like this."

Read more