New Techniques to Detect Depression Through Voice

Illustrative image of depression (Favor_of_God, iStock by Getty Images)
Illustrative image of depression (Favor_of_God, iStock by Getty Images)
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New Techniques to Detect Depression Through Voice

Illustrative image of depression (Favor_of_God, iStock by Getty Images)
Illustrative image of depression (Favor_of_God, iStock by Getty Images)

Artificial intelligence can now more accurately detect whether you're depressed by analyzing the sound of your voice.

Researchers Mashrura Tasnim and Eleni Stroulia developed a method that combines several machine-learning algorithms to recognize depression more accurately from acoustic cues by using two standard benchmark sets of audio recordings ranging from five to 50 minutes long.

The researchers built on past studies suggesting the timbre of our voice contains information about our mood.

The Phys.org website cited researcher Stroulia saying: "The ultimate goal is to develop helpful applications from the technology. A realistic scenario is to have people use an app that will collect voice samples as they speak naturally. The app, running on the user's phone, will recognize and track indicators of mood, such as depression, over time."

"Much like you have a step counter on your phone, you could have a depression indicator based on your voice as you use the phone," she added.

The German News Agency reported that about 11 percent of Canadian men and 16 percent of Canadian women will experience major depression at some point in their lives, according to the Government of Canada.

Meanwhile, 3.2 million Canadian youth aged 12 to 19 are at risk for developing depression. Such a tool could help people reflect on their own moods over time or be used to work with mental health service providers, the researchers said.



Beijing Warns of Geological Disasters as Storms Lash Baoding Again

 Pedestrians are reflected in rainwater as they cross the street after the downpour subside in Beijing, China, Friday, July 25, 2025. (AP)
Pedestrians are reflected in rainwater as they cross the street after the downpour subside in Beijing, China, Friday, July 25, 2025. (AP)
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Beijing Warns of Geological Disasters as Storms Lash Baoding Again

 Pedestrians are reflected in rainwater as they cross the street after the downpour subside in Beijing, China, Friday, July 25, 2025. (AP)
Pedestrians are reflected in rainwater as they cross the street after the downpour subside in Beijing, China, Friday, July 25, 2025. (AP)

Beijing issued on Saturday a warning for geological disasters including landslides and mudslides after intense rainfall the day before, with storms circulating China's north unleashing for a second time a year's rain on nearby Baoding.

The Beijing meteorological agency's alert for 10 of the city's 16 districts came as local authorities also warned of flash floods in mountainous areas.

In neighboring Hebei, extreme overnight rains in Fuping, a part of the industrial city of Baoding, saw records broken at a local weather station with 145 mm (5.7 inches) per hour of precipitation, state broadcaster CCTV said.

The Xizhuang station recorded a maximum rainfall of 540 mm over an eight-hour period, superseding Baoding's average annual rainfall of about 500 mm.

Just a day ago, storms dumped similar amounts of precipitation on Yi, another part of Baoding.

The rain held destructive power, CCTV said, affecting more than 46,000 people and forcing 4,655 of them to evacuate.

Northern China has witnessed record-breaking precipitation in recent years, exposing densely populated cities including Beijing to flood risks. Some scientists link the higher rainfall in China's usually arid north to global warming.

China's Water Resources Ministry has issued targeted warnings to 11 provinces and regions, including Beijing and Hebei, for floods arising from small and medium-sized rivers and gushing torrents from mountains.

The alert also sought to ensure that reservoirs and silt dams are safe during floods.

Across the country, heavy rainfall has caused 13 rivers scattered through seven provinces to swell past their flood warning levels by as much as 1.4 m (4.6 feet), CCTV reported, citing the ministry's findings on Saturday morning.

Among them, one tributary of Inner Mongolia's Dahei River and another of Shaanxi's Yanhe River recorded their biggest floods since records began.

The storms are part of the broader pattern of extreme weather across China due to the East Asian monsoon, which has caused disruptions in the world's second-largest economy.

In a separate bulletin, CCTV also said two small reservoirs in northeastern Jilin province were operating above the flood limit, as rivers continue to swell. Local authorities have begun activating five large reservoirs to help with flood water discharge.

Extreme rainfall and severe flooding are highly monitored by Chinese authorities as they challenge the country's ageing flood defenses, threaten to displace millions, and wreak havoc on a $2.8 trillion agricultural sector.