声音的性别:新闻客户端自动语音播报中的刻板“音”象The Gender of Voice: Stereotype of the Synthesized Voice in News Apps
黄雅兰
摘要(Abstract):
声音正在成为未来传播的主流介质,在这一背景下,不少新闻客户端推出了自动语音播报功能。本文对我国15个具有代表性的新闻资讯客户端进行检视后发现,大部分新闻客户端提供自动语音播报功能,播报声音的性别比重基本平衡,音色、音调也呈现出多元化的特征;但绝大多数新闻客户端仅提供一种性别的声音,用户没有自定义的权限;在今日头条中,声音的性别与报道题材表现出相关性:男声多用于对政治、经济、科技等硬新闻的报道,而女声被更高比例地用作文娱、社会等偏"软"新闻的报道。从新闻客户端音频节目的整体布局来看,仍然存在偏向男声的性别差异。
关键词(KeyWords): 自动语音播报;合成声音;新闻客户端;性别;刻板印象
基金项目(Foundation): 教育部人文社会科学研究青年项目“自媒体中性别暴力的传播机制与协同治理研究”(20YJC860013)的阶段性成果
作者(Author): 黄雅兰
DOI: 10.16602/j.gmj.20210006
参考文献(References):
- 艾媒咨询(2019年12月13日):艾媒报告|2019—2020年中国在线音频专题研究报告,获取自https://www.iimedia.cn/c400/67192.html。
- 陈昌凤、翟雨嘉(2018):信息偏向与纠正:寻求智能化时代的价值理性,《青年记者》,第13期,21-24页。
- 段伟文(2017):人工智能时代的价值审度与伦理调适,《中国人民大学学报》,第6期,98-108页。
- 贾亦凡(2001):“半边天”名副其实乎?上海市女新闻工作者现状抽样调查报告,《新闻记者》,第11期,16-21页。
- Lee,P.,et al.(2020年2月18日).“听”时代来临:有声读物与播客迎来新风口,《2020科技、传媒和电信行业预测》,获取自https://www2.deloitte.com/content/dam/Deloitte/cn/Documents/technology-media-telecommunications/deloitte-cn-tmt-predictions-2020-rise-of-audiobooks-podcast-industry-zh-200217.pdf。
- 李艳红、石义彬(2008):我国当代女新闻工作者职业地位批判,《西南民族大学学报(人文社科版)》,第7期,171-174页。
- 麦克卢汉(2000):《理解媒介——论人的延伸》,北京:商务印书馆。
- 上海市新闻工作者协会女记者工作委员会(2014):2013年上海市女性新闻工作者调查报告,《新闻记者》,第3期,35-42页。
- 王海燕(2012):对媒体商业化环境下“新闻业女性化”的质疑——探究女性新闻工作者追求性别平等的障碍,《新闻记者》,第12期,26-33页。
- 王以欣(2019):塞壬的起源、形象与功能,《古代文明》,第13卷第2期,10-19页。
- 喻国明、王文轩、冯菲(2019):“声音”作为未来传播主流介质的洞察范式——以用户对语音新闻感知效果与测量为例,《社会科学战线》,第7期,136-145页。
- 喻国明、王文轩、冯菲(2020):智能传播时代合成语音传播的效应测试——以语速为变量的效果测定,《当代传播》,第1期,25-29页。
- 张志安、曹艳辉(2017):新媒体环境下中国调查记者行业生态变化报告,《现代传播》,第39卷第11期,27-33页。
- “中国女新闻工作者现状与发展”课题组(1995):中国女新闻工作者现状与发展调查报告,《新闻与传播研究》,第2期,1-6页。
- Aristotle.(1998).Politics,part XIII.Oxford:OUP.
- Armstrong,C.L.& McAdams,M.J.(2009).Blogs of information:How gender cues and individual motivations influence perceptions of credibility.Journal of Computer-Mediated Communication,14(3),435-456.doi:10.1111/j.1083-6101.2009.01448.x.
- Bartsch,R.A.,Burnett,T.,Diller,T.R.& Rankin-Williams,E.(2000).Gender representation in television commercials:Updating an update.Sex Roles,43(9),735-743.doi:10.1023/A:1007112826569.
- Bentahar,A.(2017).Optimizing for voice search is more important than ever.Forbes,27 November 2017.
- Bull,M.(2000).Sounding out the city:Personal stereos and the management of everyday life.New York:Berg Publishers.
- Bull,M.(2004).Sound connections:An aural epistemology of proximity and distance in urban culture.Environment and Planning D:Society and Space,22(1),103-116.doi:10.1068/d314t.
- Canalys.(July 7,2018).Smart speaker installed base to hit 100 million by end of 2018.Canalys.Retrieved from https://www.canalys.com/newsroom/smart-speaker-installed-base-to-hit-100-million-by-end-of-2018.
- Collett,C.& Dillon,S.(April 10,2019).AI and gender:Four proposals for future research.University of Cambridge.Retrieved from http://lcfi.ac.uk/media/uploads/files/AI_and_Gender___4_Proposals_for_Future_Research.pdf.
- Dorer,J.(2008).Feminization of media content.In The International Encyclopedia of Communication.American Cancer Society.doi:10.1002/9781405186407.wbiecf024.
- Duffy,B.E.& Schwartz,B.(2018).Digital “women's work?”:Job recruitment ads and the feminization of social media employment.New Media & Society,20(8),2972-2989.doi:10.1177/1461444817738237.
- Edison Research.(March 19,2020).The Infinite Dial 2020.Retrieved from https://www.edisonresearch.com/the-infinite-dial-2020/.
- Fessler,L.(February 22,2017).We tested bots like Siri and Alexa to see who would stand up to sexual harassment.Quartz.Retrieved from https://qz.com/911681/we-tested-apples-siri-amazon-echos-alexa-microsofts-cortana-and-googles-google-home-to-see-which-personal-assistant-bots-stand-up-for-themselves-in-the-face-of-sexual-harassment/.
- Foster,J.(August 27,2019).What Did We Get Ourselves Into?Medium.Retrieved from https://medium.com/microsoft-design/what-did-we-get-ourselves-into-36ddae39e69b.
- Griggs,B.(Oct.21,2011).Why computer voices are mostly female.CNN Business.Retrieved from https://edition.cnn.com/2011/10/21/tech/innovation/female-computer-voices/index.html.
- Hetsroni,A.& Lowenstein,H.(2014).Is she an expert or just a woman?Gender differences in the presentation of experts in TV talk shows.Sex Roles,70(9),376-386.doi:10.1007/s11199-014-0370-z.
- Hilmes,M.(2013).Only connect:A cultural history of broadcasting in the United States (4th ed.).Boston:Cengage Learning.
- Jamieson,K.H.(1988).Eloquence in an electronic age.New York:Oxford University Press.
- Karpf,A.(2006).Male and female voices:Stereotyped or different?.In The Human Voice:How This Extraordinary Instrument Reveals Essential Clues About Who We Are.New York:Bloomsbury.
- Kenton,S.B.(1989).Speaker credibility in persuasive business communication:A model which explains gender differences.The Journal of Business Communication,26(2),143-157.doi:10.1177/002194368902600204.
- Klofstad,C.A.,Anderson,R.C.& Peters,S.(2012).Sounds like a winner:Voice pitch influences perception of leadership capacity in both men and women.Proceedings of the Royal Society B:Biological Sciences,279(1738),2698-2704.doi:10.1098/rspb.2012.0311.
- Lai,C.K.& Banaji,M.R.(2019).The psychology of implicit intergroup bias and the prospect of change.In Allen D.& Somanathan,R.(Eds.),Difference without Domination:Pursuing Justice in Diverse Democracies.Chicago,IL:University of Chicago Press.
- Lecheler,S.(2020).The emotional turn in journalism needs to be about audience perceptions.Digital Journalism,8(2),287-291.doi:10.1080/21670811.2019.1708766.
- Lever,E.(April 26,2018).I was a human Siri.Intelligencer.Retrieved from https://nymag.com/intelligencer/smarthome/i-was-a-human-siri-french-virtual-assistant.html.
- Linke,C.E.(1973).A study of pitch characteristics of female voices and their relationship to vocal effectiveness.Folia Phoniatrica et Logopaedica,25,173-185.doi:10.1159/000263685.
- Loviglio,J.(2008).Sound effects:Gender,voice and the cultural work of NPR.The Radio Journal:International Studies in Broadcast and Audio Media,5(2-3),67-81.doi:10.1386/rajo.5.2-3.67_1.
- McHugh,S.(2016).How podcasting is changing the audio storytelling genre.Radio Journal:International Studies in Broadcast & Audio Media,14(1),65-82.doi:10.1386/rjao.14.1.65_1.
- McKay,A.(1988).Speaking up:Voice amplification and women's struggle for public expression.In Kramarae,C.(Ed.),Technology and Women's Voices:Keeping in Touch (pp.187-206).New York:Routledge.
- Mitchell,W.J.,Ho,C.C.,Patel,H.& MacDorman,K.F.(2011).Does social desirability bias favor humans?Explicit-implicit evaluations of synthesized speech support a new HCI model of impression management.Computers in Human Behavior,27(1),402-412.doi:10.1016/j.chb.2010.09.002.
- nielson.com.(Feb.26,2020).Podcast content is growing audio engagement.Retrieved from https://www.nielsen.com/us/en/insights/article/2020/podcast-content-is-growing-audio-engagement/.
- Paek,H.J.,Nelson,M.R.& Vilela,A.M.(2011).Examination of gender-role portrayals in television advertising across seven countries.Sex Roles,64(3),192-207.doi:10.1007/s11199-010-9850-y.
- Perez,C.C.(2019).Invisible women:Data bias in a world designed for men.New York:Harry N.Abrams.
- Pemberton,C.,McCormack,P.& Russell,A.(1998).Have women's voices lowered across time?A cross sectional study of Australian women's voices.Journal of Voice,12(2),208-213.doi:10.1016/S0892-1997(98)80040-4.
- Pew Research Center.(July 9,2019).Audio and Podcasting Fact Sheet.Retrieved from https://www.journalism.org/fact-sheet/audio-and-podcasting/.
- podcastinsights.com.(April 14,2020).2020 Podcast stats & facts (New research from Mar 2020).Retrieved from https://www.podcastinsights.com/podcast-statistics/.
- Schnoebelen,T.(July 11,2016).The gender of artificial intelligence.Artificial Intelligence Resource Center Blog,San Francisco,Calif.,Figure Eight.Retrieved from https://www.figure-eight.com/thegender-of-ai/.
- Shulevitz,J.(April 30,2020).Alexa,Should We Trust You?The Atlantic.Retrieved from https://www.theatlantic.com/magazine/archive/2018/11/alexa-how-will-you-change-us/570844/.
- Silverman,K.(1988).The acoustic mirror.Bloomington:Indiana University Press.
- Sophocles.(1999).AIAS.Oxford:Oxford University Press.
- Stewart,D.(2018).Radio revenue and reach | Deloitte Insights.Retrieved from https://www2.deloitte.com/us/en/insights/industry/technology/technology-media-and-telecom-predictions/radio-revenue.html.
- Strach,P.,Zuber,K.,Fowler,E.F.,Ridout,T.N.& Searles,K.(2015).In a different voice?Explaining the use of men and women as voice-over announcers in political advertising.Political Communication,32(2),183-205.doi:10.1080/10584609.2014.914614.
- Stromberg,J.(2013).Why women like deep voices and men prefer high ones.Smithsonian Magazine.
- Tigue,C.C.,Borak,D.J.,O'Connor,J.J.M.,Schandl,C.& Feinberg,D.R.(2012).Voice pitch influences voting behavior.Evolution and Human Behavior,33(3),210-216.doi:10.1016/j.evolhumbehav.2011.09.004.
- van Zoonen,L.(1994).Feminist media studies.Washington,DC:SAGE Publications.
- Wahl-Jorgensen,K.(2020).An emotional turn in journalism studies?Digital Journalism,8(2),175-194.doi:10.1080/21670811.2019.1697626.
- West,M.,Kraut,R.& Chew,H.(2019).“I'd blush if I could”:Closing gender divides in digital skills through education.EQUALS & UNESCO.Retrieved from https://en.unesco.org/Id-blush-if-I-could.
- ① 财新客户端中的一些博客内容未提供自动语音播报,今日头条中也有部分报道或资讯未提供自动语音播报,编码时遇此情况就顺延至下一条,确保每天对每个客户端的20条语音播报进行编码。对自动播报声音的编码包括以下题项:(1)新闻标题____:(2)发布日期:_____(3)媒体机构:1.财新;2.腾讯新闻;3.今日头条(4)自动播报声音:1.男声;2.女声(5)记者性别:1.男性;2.女性;3.无法识别或机构;(在此项中,编码员通过网络搜索确定记者的性别,无法确定的选3;另外,在今日头条和腾讯新闻中,大量新闻只出现媒体机构而未标明记者,这种情况也选3)(6)新闻题材:1.政治;2.经济;3.文娱;4.科技;5.教育;6.卫生;7.体育;8.军事;9.宗教;10.环境;11.社会;12.其他由于本研究的编码表较为简单、编码条目并不多,所以正式研究中的编码由作者本人独自完成;但在编码实施的第一日请另一位编码员共同对60条(总样本的10%)新闻播报进行试编码,以Cohens Kappa指数测量编码员间信度,结果显示,除新闻议题的指数为0.95,变量的指数均为1,信度强。
- ② 在今日头条中,有些以视频形式呈现的“核心头条”未提供自动语音播报,而腾讯新闻会对所有的报道提供自动语音播报。
- ③ 可访问Q的官网https://www.genderlessvoice.com/,对比Q的声音与常见的男声和女声。