人工智能语音克隆技术制作的配音解剖学讲座:一篇描述性文章

IF 5.2 2区 教育学 Q1 EDUCATION, SCIENTIFIC DISCIPLINES
Sreenivasulu Reddy Mogali, Olivia Ng, Jia Xin Tan, Thu Htet San, Kian Bee Ng
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引用次数: 0

摘要

2019冠状病毒病大流行揭示了数字学习和在线讲座视频的关键作用,引领了大流行后时代向混合和翻转课堂的转变。这种转变要求开发和(或)更新新颖的在线教育资源,例如专门为异步或同步学习方法设计的语音演示文稿(VOPPT)。然而,资源的限制往往妨碍及时提供高质量的教学材料。在这篇描述性文章中,探讨了使用ai -语音克隆技术自动创建VOPPT表示。对一名解剖学教授的15分钟语音样本进行训练后,利用人工智能语音克隆程序“Overdub”进行了腹股沟管和肝外胆道解剖的讲解。本研究以二年级医学生的质性反馈为基础,评估这种新方法在教育上的应用。使用开源Python工具similblyzer进行的语音相似度分析显示,克隆的声音与原始声音之间的相似度得分高达0.92。尽管如此,学生们对机器人的声音、快节奏、标点问题、发音困难表示担忧,并对人工智能生成的课堂旁白持保留态度。虽然克隆的声音与原始声音非常匹配,但人工智能生成的旁白未能捕捉到有效解剖教学所需的细微细节。这揭示了人工智能目前在教育方面的局限性,但为旨在增强解剖学和医学教育在线教育资源的人工智能语音克隆技术的未来发展奠定了基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Voice-over anatomy lectures created by AI-voice cloning technology: A descriptive article

The COVID-19 pandemic revealed the pivotal role of digital learning and online lecture videos, leading a shift toward blended and flipped classrooms in the post-pandemic era. This shift calls for development and (or) refreshment of novel online educational resources, such as Voice-Over PowerPoint (VOPPT) presentations, specifically designed for asynchronous or synchronous learning methods. However, resource limitations often impede the timely delivery of high-quality instructional materials. In this descriptive article, the use of AI-voice cloning technology to automate the creation of VOPPT presentation has been explored. Descripts' Overdub tool, an AI-voice cloning program, was trained on the 15-min voice sample of an anatomy professor, and the synthesized voice was used to narrate presentations on inguinal canal and extrahepatic biliary anatomy. The educational use of this novel approach was evaluated based on the second-year undergraduate medical students' qualitative feedback. Voice similarity analysis using Resemblyzer, an open-source Python tool, showed a high similarity score of 0.92 between the cloned and original voices. Despite this, students raised concerns about the robotic voice, quick pace, punctuation problems, pronunciation difficulties, and expressed reservations about AI-generated lecture narration. While the cloned voice closely matched the original, the AI-generated narration fell short of capturing the nuanced details needed for an effective anatomy instruction. This uncovers AI's current limitations in the educational contexts but establishes a foundation for future progress in AI-voice cloning technologies aimed at enhancing online educational resources for anatomy and medical education.

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来源期刊
Anatomical Sciences Education
Anatomical Sciences Education Anatomy/education-
CiteScore
10.30
自引率
39.70%
发文量
91
期刊介绍: Anatomical Sciences Education, affiliated with the American Association for Anatomy, serves as an international platform for sharing ideas, innovations, and research related to education in anatomical sciences. Covering gross anatomy, embryology, histology, and neurosciences, the journal addresses education at various levels, including undergraduate, graduate, post-graduate, allied health, medical (both allopathic and osteopathic), and dental. It fosters collaboration and discussion in the field of anatomical sciences education.
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