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Intelligent music recommendation method and system

A recommended method and intelligent technology, applied in the direction of instruments, computing, electrical digital data processing, etc., can solve the problem of low accuracy and achieve the effect of improving accuracy

Inactive Publication Date: 2019-07-09
重庆誉存科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, this traditional music recommendation method only refers to music-related information to make recommendations, but in practical applications, some users have very different habits, and often two music with the same relevant information will not be liked by users. The accuracy of this traditional music recommendation method is not high

Method used

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  • Intelligent music recommendation method and system
  • Intelligent music recommendation method and system
  • Intelligent music recommendation method and system

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0047] figure 1 A schematic flowchart of a music intelligent recommendation method provided by Embodiment 1 of the present invention is shown. The method includes

[0048] Step S1, acquiring the user's favorite song as a reference song;

[0049] Step S2, extracting the melody feature of the reference song, extracting the type of the reference song, and extracting the lyrics of the reference song;

[0050] Step S3, matching the melody feature of the reference song with the melody feature of the song in the song library to obtain the melody similarity, and when the melody similarity is higher than the preset similarity, select the candidate song from the song library;

[0051] Step S4, extracting the type of candidate song;

[0052] Step S5, select the same song as the song to be recommended as the song to be recommended from the candidate songs;

[0053] Step S6, comparing the lyrics of the reference song with the lyrics of the song to be recommended, sorting the songs to b...

Embodiment 2

[0082] Corresponding to the embodiments of the present invention, figure 2 A schematic structural diagram of an intelligent music recommendation system provided by an embodiment of the present invention is shown. The system includes: an acquisition module 101 , a reference song extraction module 102 , a selection module 103 , a candidate song extraction module 104 , a song to be recommended module 105 , and a sorting module 106 .

[0083] The acquiring module 101 is configured to acquire the user's favorite song as a reference song. Select the song selected to be played when the user opens the music software, and the playback frequency is more than 3 times; or select the top three songs played by the user when wearing headphones to recommend to the user for selection to determine the reference song.

[0084] The reference song extraction module 102 is used to extract the melody feature, type and lyrics of the reference song;

[0085] The selection module 103 is used to sele...

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Abstract

The invention discloses an intelligent music recommendation method and system. The method comprises the following steps: acquiring songs liked by a user as reference songs; extracting melody characteristics of the reference song, extracting the type of the reference song, and extracting lyrics of the reference song; matching the melody characteristics of the reference song with the melody characteristics of the songs in the song library to obtain melody similarity, and selecting the candidate songs from the song library when the melody similarity is higher than a preset similarity; extractingthe types of the candidate songs; selecting a song with the same type as the reference song from the candidate songs as a song to be recommended; and comparing the lyrics of the reference song with the lyrics of the song to be recommended, sorting the song to be recommended according to the similarity of the lyrics, and presenting the song to be recommended to the user. According to the music intelligent recommendation method and system provided by the invention, the songs which can be favorite by the user can be found according to the songs favorite by the user and recommended to the user, and the recommendation accuracy is improved.

Description

technical field [0001] The invention relates to the technical field of music recommendation, in particular to a music intelligent recommendation method and system. Background technique [0002] With the development of information technology and network technology, the size of the music library has grown exponentially, and the types of music songs have also increased. More and more users listen to or download music online through the Internet or mobile Internet. When ordering a song, the user needs to provide relevant information about the music, such as the name and author of the music, and then the server returns a list of music that meets the search criteria for the user to choose. In addition, users may like a certain type of music, so music needs to be actively recommended to users. Traditional music recommendation methods only recommend music-related information (such as album name, author, genre, etc.). Recommend music B to the user. [0003] However, this tradition...

Claims

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Application Information

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IPC IPC(8): G06F16/635G06F16/683G06F16/638
Inventor 刘德彬陈玮孙世通
Owner 重庆誉存科技有限公司