A.I. Can Use Voices to Generate Human Faces: Well, Some of the Time

0
1964
Speech2Face has its limitations, including a gender bias that led it to associate higher-pitched voices with women and lower-pitched ones with men (Oh et al.)

Artificial Intelligence Generates Humans’ Faces Based on Their Voices

by Meilan Solly Smithsonian.com

A new neural network developed by researchers from the Massachusetts Institute of Technology is capable of constructing a rough approximation of an individual’s face based solely on a snippet of their speech, a paper published in pre-print server arXiv reports.

The team trained the artificial intelligence tool—a machine learning algorithm programmed to “think” much like the human brain—with the help of millions of online clips capturing more than 100,000 different speakers. Dubbed Speech2Face, the neural network used this dataset to determine links between vocal cues and specific facial features; as the scientists write in the study, age, gender, the shape of one’s mouth, lip size, bone structure, language, accent, speed and pronunciation all factor into the mechanics of speech.

According to Gizmodo’s Melanie Ehrenkranz, Speech2Face draws on associations between appearance and speech to generate photorealistic renderings of front-facing individuals with neutral expressions. Although these images are too generic to identify as a specific person, the majority of them accurately pinpoint speakers’ gender, race and age.

Read more: 

Biography
Carol graduated from Riverside White Cross School of Nursing in Columbus, Ohio and received her diploma as a registered nurse. She attended Bowling Green State University where she received a Bachelor of Arts Degree in History and Literature. She attended the University of Toledo, College of Nursing, and received a Master’s of Nursing Science Degree as an Educator.

She has traveled extensively, is a photographer, and writes on medical issues. Carol has three children RJ, Katherine, and Stephen – two daughters-in-law; Suzy and Katie – two granddaughters; Isabella Marianna and Zoe Olivia – and one grandson, Alexander Paul. She also shares her life with husband Gordon Duff, many cats, and two rescue pups.

Carol’s Archives 2009-2013
ATTENTION READERS
Due to the nature of independent content, VT cannot guarantee content validity.
We ask you to Read Our Content Policy so a clear comprehension of VT's independent non-censored media is understood and given its proper place in the world of news, opinion and media.

All content is owned by author exclusively. Expressed opinions are NOT necessarily the views of VT, other authors, affiliates, advertisers, sponsors, partners or technicians. Some content may be satirical in nature. All images within are full responsibility of author and NOT VT.

About VT - Read Full Policy Notice - Comment Policy