Classifying Autism From Crowdsourced Semistructured Speech Recordings: Machine Learning Model Comparison Study

Nathan A Chi   ¹ ;   Peter Washington   ² , BA, MSc ;   Aaron Kline   ¹ , BS ;   Arman Husic   ¹ , BSc ;   Cathy Hou   ³ ;   Chloe He   ⁴ , BS ;   Kaitlyn Dunlap   ¹ , BA ;   Dennis P Wall   ^{1, 4, 5} , PhD

¹ Division of Systems Medicine, Department of Pediatrics, Stanford University, Palo Alto, CA, United States

² Department of Bioengineering, Stanford University, Stanford, CA, United States

³ Department of Computer Science, Stanford University, Stanford, CA, United States

⁴ Department of Biomedical Data Science, Stanford University, Stanford, CA, United States

⁵ Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, United States