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Science Quickly

This Algorithm Can Predict Relationship Trouble

Science Quickly

Scientific American

Science

4.2639 Ratings

🗓️ 5 July 2016

⏱️ 3 minutes

🧾️ Download transcript

Summary

By analyzing the vocal patterns of couples in therapy, an algorithm was able to predict whether a relationship would get worse or improve. Erika Beras reports. Learn more about your ad choices. Visit megaphone.fm/adchoices

Transcript

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0:00.0

Understanding the human body is a team effort. That's where the Yachtel group comes in.

0:05.8

Researchers at Yachtolt have been delving into the secrets of probiotics for 90 years.

0:11.0

Yacold also partners with nature portfolio to advance gut microbiome science through the global grants for gut health, an investigator-led research program.

0:19.6

To learn more about Yachtolt, visit yawcult.co.

0:22.7

.jp. That's y-A-K-U-L-T.C-O.J-P. When it comes to a guide for your gut, count on Yacult.

0:33.7

This is Scientific Americans' 60-second science. I'm Erica Barris. Got a minute?

0:40.3

Watch your tone.

0:41.7

Because it turns out it really isn't what you say.

0:44.6

It's how you say it.

0:46.1

At least when it comes to couples and couples counseling.

0:49.3

That's according to a study in Proceedings of Interspeech.

0:52.9

Researchers developed a computer algorithm to gauge

0:55.5

relationships between spouses based on their vocal patterns. Working with hundreds of recorded

1:00.7

conversations from marriage therapy sessions collected over two years, the algorithm was able to

1:06.0

predict whether a relationship was going to get better or worse with an accuracy of just under 80%.

1:12.6

How they did it? The recordings were divided by acoustic features that used speech processing

1:18.4

techniques to track pitch and voice warble and intensity. These clips from the researchers' training

1:24.2

video illustrate psychological states that characterize distressed relationships.

1:29.3

This one, for example, shows negative effect and reactivity, behaviors that relationship experts

1:35.7

believe are troublesome. I want you to just come home at a more reasonable time rather than,

1:42.6

you know, walking in the door at 11.

1:45.0

I just don't think you understand how much I have to do, like what my work entails.

...

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