Ethics of Singing Voice Synthesis: Perceptions of Users and Developers

Ethics of Singing Voice Synthesis: Perceptions of Users and Developers
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歌声合成的伦理:用户和开发者的看法

DOI:
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发表时间:
2022
期刊:
International Society for Music Information Retrieval Conference
影响因子:
--
通讯作者:
Jin Ha Lee
Jin Ha Lee
中科院分区:
--
文献类型:
--
作者:
Kyungyun Lee;G. Hitt;Emily Terada;Jin Ha Lee

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歌声综合(SVS)最近引起了人们的广泛关注,因为它的质量随着人工智能(AI)的使用而大大提高,为支持音乐创建者和听众提供了许多机会。最近,人们对与AI开发有关的道德问题以及与基于AI的SVS开发有关的道德问题的关注日益加剧。关于如何在道德开发和使用此类技术方面,仍未探索许多问题。在本文中,我们从两个不同群体的角度研究了与SVS相关的道德问题的看法:公众和开发商。我们从YouTube视频中收集了3,075个用户评论,展示了SVS的各种用途,作为主流综艺节目的一部分。此外,我们采访了六名开发SVS技术的研究人员。通过主题分析,我们确定并讨论与SVS开发中道德问题有关的三个不同方面,强调了公众和开发人员观点之间的相似性和差异:(1)使用方案,(2)对开发的态度,以及(3 )“创造力”的含义,以及(4)对人权,知识产权(IP)和法律问题的关注。
Singing Voice Synthesis (SVS) has recently garnered much attention as its quality has improved vastly with the use of artificial intelligence (AI), creating many opportunities for supporting music creators and listeners. Recently, there have been growing concerns about ethical issues related to AI development in general, and to AI-based SVS development specifically. Many questions remain unexplored about how to ethically develop and use such technology. In this paper, we investigate the perception of ethical issues related to SVS from the perspectives of two different groups: the general public and developers. We collected 3,075 user comments from YouTube videos showcasing various uses of SVS as part of a mainstream variety show. Additionally, we interviewed six researchers developing SVS technology. Through thematic analysis, we identify and discuss three different aspects related to ethical issues in SVS development, highlighting the similarities and differences between the perspectives of the general public and developers: (1) Use scenarios, (2) Attitudes towards development, and (3) Meaning of "Creativity", and (4) Concerns about human rights, intellectual property (IP) and legal issues.
DOI: --
发表时间: 2019-03
期刊: --
影响因子: --
作者:
Cheng-Zhi Anna Huang;Tim Cooijmans;Adam Roberts;Aaron C. Courville;D. Eck
通讯作者: Cheng-Zhi Anna Huang;Tim Cooijmans;Adam Roberts;Aaron C. Courville;D. Eck