BibTeX does not have the right entry for preprints. This is a hack for producing the correct reference:
@booklet{EasyChair:8042,
author = {S Bhavya and Royson Clausit Dmello and Ashish Nayak and Sakshi S Bangera},
title = {Speech Emotion Analysis Using Machine Learning for Depression Recognition: a Review},
howpublished = {EasyChair Preprint 8042},
year = {EasyChair, 2022}}