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Music recommendation method and device, electronic equipment and storage medium

A recommendation method and music technology, applied in the field of music, can solve problems such as poor recommendation accuracy and achieve the effect of improving recommendation accuracy

Pending Publication Date: 2021-08-24
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present disclosure provides a music recommendation method, device, electronic device and storage medium to at least solve the problem of poor recommendation accuracy in the related art

Method used

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  • Music recommendation method and device, electronic equipment and storage medium
  • Music recommendation method and device, electronic equipment and storage medium
  • Music recommendation method and device, electronic equipment and storage medium

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Embodiment Construction

[0069] In order to enable ordinary persons in the art to better understand the technical solutions of the present disclosure, the technical solutions in the embodiments of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings.

[0070] It should be noted that the terms "first" and "second" in the specification and claims of the present disclosure and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the disclosure described herein can be practiced in sequences other than those illustrated or described herein. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consi...

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Abstract

The invention relates to a music recommendation method and device and electronic equipment. The method comprises the following steps: acquiring audio information of target music; performing feature extraction on the audio information to obtain audio features of the target music; inputting the audio features into a preset feedforward network model to obtain a first output result corresponding to the target music; according to a first output result corresponding to the target music and a second output result corresponding to each piece of to-be-recommended music in the multiple pieces of to-be-recommended music, determining a distance between the target music and each piece of to-be-recommended music; and according to the distance between the target music and each piece of to-be-recommended music, selecting the to-be-recommended music meeting a preset distance requirement from the plurality of pieces of to-be-recommended music, and determining the to-be-recommended music as the music recommended to the user. The feedforward network model has the characteristic that music with the same style is more similar to music with different styles, and the model training process based on the characteristic belongs to a supervised training process, so that the recommendation accuracy of music with similar styles can be improved.

Description

technical field [0001] The present disclosure relates to the technical field of music, and in particular to a music recommendation method, device, electronic equipment and storage medium. Background technique [0002] Music is an art form. Different music expressions will bring users completely different feelings. At the same time, users can also express their emotions through music. Music is ubiquitous in today's life, and people's demand for music continues unabated. With the rapid development of science and technology and the large-scale popularization of the Internet, music websites and music software are increasing day by day, and network music resources are becoming more and more abundant. Playing music on demand and downloading music through the Internet has become an integral part of people's entertainment life. Although massive music resources provide users with a lot of convenience, it is difficult for users to quickly find the music they need from the massive mus...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/635G06F16/683G06N3/04G06N3/08
CPCG06F16/637G06F16/683G06N3/08G06N3/045Y02D10/00
Inventor 刘永起
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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