人工智能生成声音的力量:数字声道长度如何影响产品一致性和广告效果

IF 6.8 1区 管理学 Q1 BUSINESS Journal of Interactive Marketing Pub Date : 2023-11-15 DOI:10.1177/10949968231194905
Fotis Efthymiou, Christian Hildebrand, Emanuel de Bellis, William H. Hampton
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引用次数: 0

摘要

人工智能生成的声音能否改善产品和品牌认知?人类的声音即使在没有视觉线索的情况下也能唤起听者的心理图像,与此类似,人工智能生成的声音也可以有意识地设计来唤起设想中的心理表征。作者借鉴之前在声音符号学和语音合成计算方面的研究成果,探讨了人工智能驱动的对话代理(如亚马逊 Alexa 等语音助手)的声音如何影响消费者的认知和选择。具体来说,作者研究了改变对话代理的数字声道长度(即音色)如何影响消费者对代理的物理描述以及随后的语音-产品一致性评价。包括大规模现场实验在内的四项实验证明,增加(减少)声道长度可促进对刻板印象中男性(女性)产品的一致性归因,并提高广告效果(提高点击率和降低每次点击成本)。这篇文章在加深理解人工生成的声音如何塑造消费者体验方面迈出了关键的第一步,展示了企业如何利用更多理论驱动的语音营销方法来提高产品一致性认知和广告效果。
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The Power of AI-Generated Voices: How Digital Vocal Tract Length Shapes Product Congruency and Ad Performance
Can AI-generated voices be designed to improve product and brand perceptions? Akin to human voices that evoke mental images in a listener even without visual cues, artificially generated voices can be intentionally designed to elicit envisioned mental representations. Drawing from prior work on sound symbolism and computational advances in speech synthesis, the authors explore how the voice of an AI-powered conversational agent (e.g., a voice assistant such as Amazon Alexa) impacts consumer perceptions and choice. Specifically, the authors examine how altering a conversational agent's digital vocal tract length (i.e., timbre) shapes consumers’ physical ascriptions of the agent and subsequent voice–product congruency evaluations. Four experiments, including a large-scale field experiment, demonstrate that increasing (decreasing) the vocal tract length promotes congruency attributions toward stereotypically masculine (feminine) products and improves advertising performance (higher click-through rates and lower costs per click). This article represents a critical first step in deepening understanding on how artificially generated voices shape the consumer experience, demonstrating how firms could enhance product congruency perceptions and advertising performance by leveraging a more theory-driven approach to voice marketing.
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来源期刊
CiteScore
20.20
自引率
5.90%
发文量
39
期刊介绍: The Journal of Interactive Marketing aims to explore and discuss issues in the dynamic field of interactive marketing, encompassing both online and offline topics related to analyzing, targeting, and serving individual customers. The journal seeks to publish innovative, high-quality research that presents original results, methodologies, theories, and applications in interactive marketing. Manuscripts should address current or emerging managerial challenges and have the potential to influence both practice and theory in the field. The journal welcomes conceptually rigorous approaches of any type and does not favor or exclude specific methodologies.
期刊最新文献
When Post Hoc Explanation Knocks: Consumer Responses to Explainable AI Recommendations The Effects of Comparative Reviews on Product Sales Examining the Impact of Sponsored Search Results on Choice: An Anchoring Perspective The Power of AI-Generated Voices: How Digital Vocal Tract Length Shapes Product Congruency and Ad Performance Acknowledgments
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