Vyaktitv

Vyaktitv是一个新颖的多模态对等印度语对话数据集，用于性格评估。该数据集包含高质量的音频和视频记录，以及每段对话的Hinglish文本转录。数据集还包括丰富的社会人口统计特征，如收入、文化取向等。创建过程涉及随机配对参与者进行对话，并记录其互动。Vyaktitv数据集适用于自动性格评估，有助于改善人力资源管理和心理健康识别等领域。Vyaktitv is a novel multimodal peer-to-peer conversational dataset for personality assessment, focusing on Indian languages. It contains high-quality audio and video recordings, alongside Hinglish text transcriptions for each dialogue. The dataset also features comprehensive socio-demographic attributes such as income, cultural orientation, and other relevant metrics. It was developed by randomly pairing participants to engage in dialogues and recording their interactive exchanges. The Vyaktitv dataset is applicable to automatic personality assessment, and facilitates advancements in fields such as human resource management and mental health recognition.

搜集汇总

背景与挑战

背景概述

Vyaktitv是一个多模态对等印度语对话数据集，专门用于性格评估，包含音频、视频记录和Hinglish文本转录，并附带社会人口统计特征。该数据集通过随机配对参与者进行对话创建，适用于自动性格评估，可应用于人力资源管理和心理健康识别等领域。