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Background music recommendation method and system for e-commerce video production

A background music and video production technology, applied in video data retrieval, neural learning methods, video data clustering/classification, etc., can solve the problems of unsuitable main picture video, high manual operation cost, low work efficiency, etc., and achieve improvement The Effects of Video Production Efficiency

Pending Publication Date: 2020-07-17
新华智云科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Since the main picture video is used to display the products for sale, the styles of background music suitable for the same product are different, and the background music needs to focus on the product itself, so the current method of automatically recommending background music based on video features is not suitable for For the production of the main picture video, the current production of the main picture video still requires the user to manually select the background music suitable for the current sales of goods from a large number of background music, the work efficiency is low and the cost of manual operation is high

Method used

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  • Background music recommendation method and system for e-commerce video production
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  • Background music recommendation method and system for e-commerce video production

Examples

Experimental program
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Effect test

Embodiment 1

[0053] Embodiment 1. A method for recommending background music for electric business video production, such as figure 1 shown, including the following steps:

[0054] S100. Obtain audio feature sample data marked with commodity categories, and obtain a scoring model based on the audio feature sample data training;

[0055] S200. Acquire audio feature data of background music, input the audio feature data into the scoring model, and obtain classification scores of the background music corresponding to each product category;

[0056] S300. Acquire the commodity category of the target commodity, and generate and output a background music recommendation list based on the classification scores of each background music corresponding to the commodity category.

[0057]Adding background music to the main picture video of a product requires the user to have the knowledge and experience of what kind of background music is suitable for the currently sold product. However, since the pro...

Embodiment 2

[0105] Embodiment 2, a kind of background music recommendation system that is used for electric business video production, such as Figure 4 As shown, it includes a model building module 100, a classification analysis module 200 and a recommendation module 300;

[0106] The model building module 100 is used to obtain the audio feature sample data of the marked commodity category, and obtain a scoring model based on the audio feature sample data training;

[0107] The classification analysis module 200 is used to obtain the audio characteristic data of the background music, input the audio characteristic data into the scoring model, and obtain the classification scores corresponding to each commodity category of the background music;

[0108] The recommendation module 300 is configured to acquire the commodity category of the target commodity, generate and output a background music recommendation list based on the classification scores of each background music corresponding to ...

Embodiment 3

[0121] Embodiment 3. A computer-readable storage medium stores a computer program, and when the program is executed by a processor, the steps of the method described in Embodiment 1 are implemented.

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Abstract

The invention discloses a background music recommendation method and system for e-commerce video production, and the method comprises the following steps: obtaining audio feature sample data marking commodity types, and obtaining a scoring model through training based on the audio feature sample data; obtaining audio feature data of background music, inputting the audio feature data into the scoring model, and obtaining a classification score of the background music corresponding to each commodity category; and obtaining the commodity category of the target commodity, generating a background music recommendation list based on the classification score of the commodity category corresponding to each piece of background music, and outputting the background music recommendation list. The userdoes not need to have cognition and experience of displaying the type of the background music used by the target commodity, and only needs to select the preferred background music based on the classification score, thereby reducing the selection range of the background music while reducing the video production threshold, and improving the video production efficiency.

Description

technical field [0001] The invention relates to the field of video production, in particular to a background music recommendation method and system for e-commerce video production. Background technique [0002] With the rapid development of short video technology, short video services have also been introduced in the e-commerce field. Merchants generally begin to show consumers the main image video describing the main features and selling points of the product on the product sales page. [0003] In order to facilitate video production, a technical solution for recommending background music for users is now disclosed, such as the patent application "A Method and System for Intelligently Recommending Background Music Based on Multi-dimensional Video Features" with the publication number CN110704682A. The video feature label of the video maps the video feature label with the music style, so as to recommend background music for the user according to the mapping result. [0004]...

Claims

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Application Information

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IPC IPC(8): G06F16/735G06F16/75G06F16/783G06N3/04G06N3/08
CPCG06F16/735G06F16/7834G06F16/75G06N3/08G06N3/045Y02D10/00
Inventor 柴中进
Owner 新华智云科技有限公司