Table 1 ASDBank Participant Profiles and Key Linguistic Features. This table summarizes demographic and speech transcript characteristics from the Eigsti and Nadig datasets used for ASD screening. The table includes participant counts and key linguistic measures-Total Words, Mean, and Median utterance lengths. Definitions: TD: Typical Development; DD: Delayed Development; ASD: Autism Spectrum Disorder; Age: age in months; Total Words: total words spoken; Mean: average number of words per utterance; Median: median number of words per utterance.
From: Screening autism spectrum disorder in children using machine learning on speech transcripts
TalkBank | Group | Sex | Participants | Age | Total words | Mean | Median |
|---|---|---|---|---|---|---|---|
Eigsti | TD | M | 13 | 40 | 518 | 3.4 | 2.8 |
F | 3 | 45 | 383 | 2.6 | 1.75 | ||
DD | M | 14 | 57 | 520 | 3.5 | 3 | |
F | 2 | 54 | 508 | 3.6 | 2.5 | ||
ASD | M | 12 | 56 | 165 | 2.6 | 3 | |
F | 4 | 55 | 145 | 2.9 | 3 | ||
Nadig | TD | M | 15 | 29 | 161 | 2.4 | 2 |
F | 11 | 34 | 233 | 2.8 | 2.3 | ||
ASD | M | 10 | 61 | 120 | 2 | 2 | |
F | 2 | 53 | 68 | 1.6 | 1.5 |
