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A music copy generation method based on word shift distance combined with word vector

A word vector and distance technology, which is applied in the field of personalized music copywriting based on song comment text, can solve the problems of long generation time, small range of copywriting radiating songs, and large labor cost, so as to improve efficiency, save space, and facilitate The effect of multiple choices

Active Publication Date: 2022-04-15
WUHAN UNIV
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At the same time, the invention overcomes the defects of long time-consuming generation of traditional music copywriting, large labor cost investment, and small range of songs radiated by copywriting, and proposes a method that can generate song copywriting for all songs at a relatively low cost

Method used

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  • A music copy generation method based on word shift distance combined with word vector
  • A music copy generation method based on word shift distance combined with word vector
  • A music copy generation method based on word shift distance combined with word vector

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Embodiment Construction

[0016] In order to facilitate the understanding of the present invention, the present invention will be understood in connection with the accompanying drawings and examples, and the embodiments described herein are not intended to illustrate and explain the present invention. this invention.

[0017] The present invention mainly verifies the feasibility and efficiency of the present invention through the collection of music corpus and the implementation of the algorithm. Since the object of music literature is mainly human, the experiment results are reflected in the artificial evaluation of 100 recruiting experiments. . The data of the present invention is derived from NetEy Cloud Music with a large number of songs and each song corresponding to tens of thousands of music comments, with a total of 458 songs and 445163 comments, with an average of 972 comments. Eventually 11061 valid music documents were generated based on the proposed word movement.

[0018] Please read figure 1 ...

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Abstract

The invention discloses a method for generating music copywriting based on word shift distance combined with word vectors. Firstly, the lyrics text and comment text of the song are crawled from the music software website; then word segmentation is performed on the lyrics text and comment text; The words of the words are further expressed by vectorization, and the vector distribution representation of words is obtained; the word shift distance between the lyrics text vector and all comment text vectors in the song is calculated, and the word shift distance sorting of each song comment text is obtained; the word shift distance is set Boundary value threshold N, sort the song comment texts whose word shift distance is less than the boundary value threshold N according to the size of the word shift distance, as the filtered comment text; finally, de-duplicate the alternative comment text, delete it that does not meet the Sentences with natural grammatical rules, adding the attribute information of the song as the song music copy recommended to the user. The length of the music copy generated by the invention is small, and the efficiency of people's selection of songs is improved.

Description

Technical field [0001] The present invention belongs to the field of information technology, which relates to a text abstract method of natural language processing, and more particularly to a word-of-band-based number of song comment text based on word similarities based on text-based words and text similarity based on text mounting. Method for generating a music copy. Background technique [0002] The continuous development of the Internet age can help people get more convenient tools, and people don't have to buy MP3 equipment to listen to music, and also break the limitations of music communication. However, the number of music is growing rapidly at the same time. Every day, there are hundreds of new songs to global songs, and people choose to listen to a major difficult problem. [0003] In order to promote songs, songs are usually attached to the individual's personalized description or background introduction, that is, music literature, to achieve the purpose of pleasing th...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F40/194G06F40/284G06F16/63G06F16/951
CPCG06F40/194G06F40/284
Inventor 彭敏王维川胡刚金志欢高望
Owner WUHAN UNIV
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