Research on Music Copy Generation Method of Smart Speakers

• Published in: Journal of physics. Conference series 2021-07, Vol.1982 (1), p.12060
• Main Authors: Huang, Yangyang, Luo, Huang, Qin, Fangyun
• Format: Article
• Language: English
• Subjects: Artificial intelligence; Audio equipment; automatic text summarization; Customization; Information retrieval; keyword extraction; Music; music copywriting; smart speakers
• ISSN: 1742-6588; 1742-6596
• DOI: 10.1088/1742-6596/1982/1/012060

Smart speakers have become more and more popular in recent years with the continuous development of artificial intelligence. In daily life, dialogues between users and smart speakers can realize music play now. Currently, most manufacturers have made smart speakers directly play the song that the user wants to listen to, or inserted a fixed-style copy before playing. To provide users with a better music experience and allow users to have a deeper understanding of songs, a radio-like approach is planned to be adopted, inserting some personalized music copy before smart speakers play music. In this article, TextRank-based automatic text summarization and keyword extraction methods are used to efficiently and automatically generate short, appropriate, and personalized music copy from the song library, and insert the copy before the smart speaker plays the song. This will not only increase the users’ music experience, but also allow users to express their emotions with music as sustenance. The research on the music copy generation technology of smart speakers can not only improve the music experience of users but also has a great impetus to improve the functions of smart speakers.