Fig. 1

Diagram of the automated pipeline for the longitudinal analysis of child-clinician acoustic synchrony. (A) The clinical settings of NDB Intervention with timeline, sample characteristics and outcome measure description (LR). (B) The architecture of the deep learning system for the automated segmentation of the acoustic signal and the ongoing reliability testing. (C) Feature extraction procedure. (D) Model development and evaluation procedure.