信任-UBA:一个研究言语中信任表现的语料库
Trust-UBA: A Corpus for the Study of the Manifestation of Trust in Speech
摘要:
本文描述了一种新的协议,用于收集语音数据的受试者诱导有不同程度的信任的技能的会话代理。该协议包括一个互动会话,其中要求受试者在虚拟助手的帮助下回答一系列事实问题。为了诱导受试者信任或不信任代理的技能,他们首先被告知,它以前被其他用户评为好或坏;随后,代理回答受试者的问题,始终以其声称的能力。所有的交互都是基于语音的,主体和代理人口头交流,这允许记录在不同信任条件下产生的语音。我们收集了一个语音语料库,在阿根廷西班牙语使用该协议,我们目前正在使用的语音预测的信任程度的可行性研究。我们发现明确的证据表明,该协议有效地成功地影响受试者进入所需的精神状态,无论是信任或不信任代理的技能,并提出初步结果的感知研究的信任程度的专家听众。收集的语音数据集将在准备就绪后公开提供。
英文摘要:
This paper describes a novel protocol for collecting speech data from subjects induced to have different degrees of trust in the skills of a conversational agent. The protocol consists of an interactive session where the subject is asked to respond to a series of factual questions with the help of a virtual assistant. In order to induce subjects to either trust or distrust the agent's skills, they are first informed that it was previously rated by other users as being either good or bad; subsequently, the agent answers the subjects' questions consistently to its alleged abilities. All interactions are speech-based, with subjects and agents communicating verbally, which allows the recording of speech produced under different trust conditions. We collected a speech corpus in Argentine Spanish using this protocol, which we are currently using to study the feasibility of predicting the degree of trust from speech. We find clear evidence that the protocol effectively succeeded in influencing subjects into the desired mental state of either trusting or distrusting the agent's skills, and present preliminary results of a perceptual study of the degree of trust performed by expert listeners. The collected speech dataset will be made publicly available once ready.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。