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Voice will betray depression

23.07.2019

Computer science researchers at the University of Alberta, Canada, have taught artificial intelligence to more accurately identify a depressed person by the way their voice sounds. Scientists plan to develop a mobile application based on this technology that will help track mood in real time, the university website says.

The work of Canadian scientists is based on past research, which shows that the timbre of our voice contains information about our mood. Using standard reference datasets, the researchers developed a methodology that combines several machine learning algorithms to more accurately recognize depression using acoustic signals.

"A realistic scenario would be for people to use an app that would collect voice samples when they speak naturally. An app on the user's phone would recognize and track mood indicators (such as depression) over time," notes one authors of the development, Professor Eleni Struliya.

Such a "mood pedometer" could help people reflect on their own moods over time and provide accurate data on changes in a patient's emotional state to their doctor.

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Axiomtek has launched a compact AIE100-903-FL-NX system designed to solve the so-called smart city edge AI tasks that require high performance. It is based on the "single-board supercomputer" Nvidia Jetson Xavier NX, built on a single-chip system with six Nvidia Carmel processor cores on the Arm architecture and the Volta accelerator with 384 CUDA cores and 48 tensor cores.

The AIE100-903-FL-NX is equipped with an HDMI 2.0 video output, a USB 3.1 Gen 2 port and two Gigabit Ethernet ports, one of which supports PoE and can provide power up to 15W. The built-in 16GB eMMC can be upgraded with an M.2 PCIe x4 SSD and a microSD card. Expansion options are provided by the Mini PCIe slot, where USB and PCIe signals are output. In addition, there is a slot for a SIM card.

Depending on the application area, the passively cooled system with IP40 degree of protection is designed for round-the-clock operation in the temperature range from -30°С to +50°С. Its dimensions are 147,4 x 129,8 x 34,6 mm.

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