CN110728966B - Audio album content quality evaluation method and system - Google Patents
Audio album content quality evaluation method and system Download PDFInfo
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- CN110728966B CN110728966B CN201910866680.8A CN201910866680A CN110728966B CN 110728966 B CN110728966 B CN 110728966B CN 201910866680 A CN201910866680 A CN 201910866680A CN 110728966 B CN110728966 B CN 110728966B
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10H—ELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE
- G10H1/00—Details of electrophonic musical instruments
- G10H1/0033—Recording/reproducing or transmission of music for electrophonic musical instruments
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/03—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 characterised by the type of extracted parameters
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
- G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
- G10L25/51—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination
- G10L25/60—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for comparison or discrimination for measuring the quality of voice signals
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10H—ELECTROPHONIC MUSICAL INSTRUMENTS; INSTRUMENTS IN WHICH THE TONES ARE GENERATED BY ELECTROMECHANICAL MEANS OR ELECTRONIC GENERATORS, OR IN WHICH THE TONES ARE SYNTHESISED FROM A DATA STORE
- G10H2240/00—Data organisation or data communication aspects, specifically adapted for electrophonic musical tools or instruments
- G10H2240/011—Files or data streams containing coded musical information, e.g. for transmission
Abstract
The invention discloses a method and a system for evaluating the content quality of an audio album, wherein the method comprises the steps of extracting relevant characteristics of text, images and audio of the audio album; determining evaluation criteria of relevant features of three aspects of text, image and audio; scoring the extracted relevant features of the three aspects of text, image and audio based on the evaluation criteria; and summing the scoring scores of the related features of the text, the image and the audio to obtain the content quality score of the audio album. The method and the device define the content quality of the audio album from three aspects of texts, images and audios, comprehensively consider the influences of the three aspects, comprehensively obtain the content quality score of the audio album, and accurately describe the content quality of the audio album, thereby providing a quantification standard of the quality of the audio album, being convenient for determining whether the audio album is suitable for being displayed on line, and finally improving the listening experience of users.
Description
Technical Field
The invention relates to the technical field of content quality evaluation, in particular to a method and a system for evaluating the content quality of an audio album.
Background
With the development of networks and their related technologies, people are spending more and more time on online activities today. For example, people may listen to music and web sites online. Because the content capacity of the network radio station is large and comprises various audio albums, the content quality of each audio album is good and bad, in actual business, the content quality of the audio album of the network radio station needs to be controlled so as to be convenient for determining whether the audio album is properly displayed on line, thereby improving the listening experience of a user, and in the prior art, no proper method can accurately describe the content quality of the album, so a set of content quality evaluation methods of the audio album are urgently needed to score the content quality of the album.
Disclosure of Invention
The invention aims at solving at least one of the technical problems in the prior art, and particularly creatively provides a method and a system for evaluating the content quality of an audio album, which are used for scoring the content quality of the album by combining three dimensional characteristics of text, image and audio of the audio album, so as to accurately describe the content quality of the audio album.
In order to achieve the above object of the present invention, according to a first aspect of the present invention, there is provided an audio album content quality evaluation method comprising the steps of:
extracting relevant features of text, images and audio of the audio album;
determining evaluation criteria of relevant features of the text, the image and the audio;
scoring the extracted relevant features of the three aspects of text, image and audio based on the evaluation criteria;
and summing the scoring scores of the related features of the text, the image and the audio to obtain the content quality score of the audio album.
When determining the evaluation standards of the related features of the text, the image and the audio, performing content analysis on the features extracted from the text angle from the aspects of album title, album brief introduction, album recommendation, album anchor related content and the like, and determining the evaluation standard corresponding to each text feature; for the features extracted from the image angle, determining the corresponding evaluation standard of each feature related to the image from the angles of the picture size, the picture proportion, the picture repetition degree, the picture content and the like contained in the audio album; and analyzing the audio content contained in the audio album for the features extracted from the audio angle, and determining the evaluation standard corresponding to the audio related features.
Preferably, the method further comprises:
and determining whether to display the audio album on line or not based on the content quality score and a preset score threshold.
Preferably, the determining whether to show the audio album on-line based on the content quality score and a preset score threshold includes:
comparing the content quality score with a preset score threshold, and displaying the audio album on line when the content quality score is greater than or equal to the score threshold; otherwise, the audio album is not shown on-line.
Preferably, the extracting relevant features of the text, the image and the audio of the audio album comprises:
relevant features of three aspects of text, image and audio of the audio album are extracted from album base information, album recommendation material and anchor related information of the audio album.
Preferably, the album basic information includes album title, album cover, album profile; the album recommendation materials comprise album recommendation words; the anchor related information includes anchor related information, anchor nicknames, anchor avatars, and anchor profiles.
According to a second aspect of the present invention, there is provided an audio album content quality rating system, the system comprising:
the feature extraction module is used for extracting relevant features of three aspects of text, image and audio of the audio album;
a standard determining module for determining an evaluation standard of the relevant characteristics of the text, the image and the audio;
a feature scoring module for scoring the extracted three related features of text, image and audio based on the scoring criteria;
and the score calculation module is used for carrying out summation calculation on the score scores of the related features of the text, the image and the audio to obtain the content quality score of the audio album.
Preferably, the system further comprises:
and the display determining module is used for determining whether to display the audio album on line or not based on the content quality score and a preset score threshold.
Preferably, the display determining module is specifically configured to:
comparing the content quality score with a preset score threshold, and displaying the audio album on line when the content quality score is greater than or equal to the score threshold; otherwise, the audio album is not shown on-line.
Preferably, the feature extraction module is specifically configured to:
relevant features of three aspects of text, image and audio of the audio album are extracted from album base information, album recommendation material and anchor related information of the audio album.
Preferably, the album basic information includes album title, album cover, album profile; the album recommendation materials comprise album recommendation words; the anchor related information includes anchor related information, anchor nicknames, anchor avatars, and anchor profiles.
According to the scheme, the invention provides a method and a system for evaluating the content quality of an audio album, wherein the method comprises the steps of extracting relevant characteristics of text, images and audio of the audio album; determining evaluation criteria of relevant features of the text, the image and the audio; for the characteristics extracted from the text angle, content analysis is carried out from the aspects of album title, album brief introduction, album recommendation, album anchor related content and the like, and the evaluation standard corresponding to each text characteristic is determined; for the features extracted from the image angle, determining the corresponding evaluation standard of each feature related to the image from the angles of the picture size, the picture proportion, the picture repetition degree, the picture content and the like contained in the audio album; and analyzing the audio content contained in the audio album for the features extracted from the audio angle, and determining the evaluation standard corresponding to the audio related features.
Scoring the extracted relevant features of the three aspects of text, image and audio based on the evaluation criteria; and summing the scoring scores of the related features of the text, the image and the audio to obtain the content quality score of the audio album. The method and the device define the content quality of the audio album from three aspects of texts, images and audios, comprehensively consider the influences of the three aspects, comprehensively obtain the content quality score of the audio album, and accurately describe the content quality of the audio album, thereby providing a quantification standard of the quality of the audio album, being convenient for determining whether the audio album is suitable for being displayed on line, and finally improving the listening experience of users.
Additional aspects and advantages of the invention will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention.
Drawings
The foregoing and/or additional aspects and advantages of the invention will become apparent and may be better understood from the following description of embodiments taken in conjunction with the accompanying drawings in which:
FIG. 1 is a flow chart of a method for evaluating content quality of an audio album in a preferred embodiment of the present invention;
fig. 2 is a schematic structural diagram of an audio album content quality evaluation system according to a preferred embodiment of the present invention.
Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
It will be understood by those skilled in the art that all terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art to which this invention belongs unless defined otherwise. It will be further understood that terms, such as those defined in commonly used dictionaries, should be interpreted as having a meaning that is consistent with their meaning in the context of the prior art and will not be interpreted in an idealized or overly formal sense unless expressly so defined herein.
In the description of the present invention, it should be understood that the terms "longitudinal," "transverse," "upper," "lower," "front," "rear," "left," "right," "vertical," "horizontal," "top," "bottom," "inner," "outer," and the like indicate orientations or positional relationships based on the orientation or positional relationships shown in the drawings, merely to facilitate describing the present invention and simplify the description, and do not indicate or imply that the devices or elements referred to must have a specific orientation, be configured and operated in a specific orientation, and therefore should not be construed as limiting the present invention.
In the description of the present invention, unless otherwise specified and defined, it should be noted that the terms "mounted," "connected," and "coupled" are to be construed broadly, and may be, for example, mechanical or electrical, or may be in communication with each other between two elements, directly or indirectly through intermediaries, as would be understood by those skilled in the art, in view of the specific meaning of the terms described above.
According to a first aspect of the present invention, there is provided a method for evaluating the content quality of an audio album, as shown in fig. 1, the method comprising the steps of:
s101, extracting relevant characteristics of text, images and audio of an audio album;
because the content capacity of the network radio station is large, the content quality of each audio album is good and bad, in actual service, in order to ensure the content quality of the audio album of the network radio station, the listening experience of a user is promoted, and the content quality of the audio album displayed to the network radio station is often required to be controlled, so that whether the audio album is properly displayed on line or not is conveniently determined, and the listening experience of the user is promoted. Before a certain audio album needs to be shown on a network radio station, in order to ensure the content quality of the audio album, the content quality of the audio album needs to be scored, and the quality of the audio album is determined by the content quality score of the audio album.
When the content quality of an audio album to be displayed to a network radio station needs to be evaluated, firstly, the characteristics of each dimension of the audio album need to be respectively extracted from the text, the image and the audio of the audio album, so that the characteristics of each dimension of the audio album can be respectively and correspondingly scored according to corresponding scoring standards. In extracting relevant features of three aspects of text, image and audio of an audio album, feature information of each dimension of the audio album is mainly extracted from album basic information, album recommendation materials, anchor related information and the like of the audio album. Specifically, the album basic information includes album title, album cover, album profile; album recommendation material includes album recommendation; the anchor related information includes anchor related information, anchor nicknames, anchor avatars, and anchor profiles.
S102, determining evaluation criteria of relevant features of three aspects of text, image and audio;
after extracting the relevant features of the three aspects of text, image and audio of the audio album, an evaluation criterion of the relevant features of the three aspects of text, image and audio extracted needs to be determined, so that the relevant features of the three aspects of text, image and audio of the audio album are scored in a multi-dimensional manner by combining the evaluation criterion. Specifically, in the present embodiment, for the features extracted from the text perspective, content analysis is performed from the aspects of album title, album brief introduction, album recommendation, album anchor related content, and the like, and evaluation criteria corresponding to each text feature is determined; for the features extracted from the image angle, determining the corresponding evaluation standard of each feature related to the image from the angles of the picture size, the picture proportion, the picture repetition degree, the picture content and the like contained in the audio album; and analyzing the audio content contained in the audio album for the features extracted from the audio angle, and determining the evaluation standard corresponding to the audio related features.
S103, scoring the relevant characteristics of the extracted text, image and audio based on the evaluation criteria;
after the evaluation criteria are determined, the relevant features of the extracted text, image and audio are respectively scored according to the evaluation criteria, and the individual scores are carried out on the relevant features corresponding to the features of the text, image and audio of the audio album according to the scoring criteria.
Specifically, in the present embodiment, the scoring criteria for each relevant feature of the audio album are set according to the following table:
as can be seen from the above table, the available individual dimensional features are selected from the text, image and audio of the audio album for corresponding scoring, with each different feature corresponding to a different scoring criteria. For example, the album title in the text aspect of the audio album is scored from two dimensions of the number of words of the title and whether the title is provided with brackets or a title number, the single item score of this feature is 1.33 score when the number of words of the title of the album is less than or equal to 14 words, the single item score of this feature is 0 score when the number of words of the title of the album is greater than 14 words, the single item score of this feature is 0 score when the title of the album is provided with a title number or brackets, and the single item score of this feature is 0.67 score when the title of the album is not provided with a title number or brackets. For example, album art in the image aspect feature of an audio album, side scoring from two dimensions of the face-cover photo size and face-cover photo scale, and deriving different scoring scores according to different criteria met by the face-cover photo size and face-cover photo scale.
The scoring criteria corresponding to the table are summarized by the applicant according to a large number of experiments, and the scoring criteria in the table are used for scoring the characteristics of the extracted audio album, so that the content quality of the audio album can be scored better.
And S104, calculating the score of the related features of the text, the image and the audio in a summation way to obtain the content quality score of the audio album.
And after scoring the extracted characteristics of the text, the image and the audio to obtain individual scores, summing the individual scores to obtain the content quality score of the audio album. The content quality score can be used as an important standard for measuring the quality of the content of the audio album, and can be used as a reference for improving reliability for subsequent display or modification of the audio album.
In this embodiment, the method may further include:
whether to show the audio album on-line is determined based on the content quality score and a preset score threshold.
Comparing the content quality score with a preset score threshold, and displaying the audio album on line when the content quality score is greater than or equal to the score threshold; otherwise, the audio album is not shown on-line.
Through the steps, after the content quality score of the audio album is obtained, a reliable reference basis is provided for whether the audio album is displayed on line or not according to the comparison of the content quality score of the audio album and the preset score threshold value, so that automatic on-line display of the audio album is further realized.
According to the scheme, the invention provides an audio album content quality evaluation method, which comprises the steps of firstly extracting relevant characteristics of text, images and audio of an audio album; then determining evaluation criteria of relevant features of three aspects of text, image and audio; then, scoring the extracted relevant features of the three aspects of text, image and audio based on the evaluation criteria; and finally, calculating the score of the related features of the text, the image and the audio in a summation way to obtain the content quality score of the audio album. The method and the device define the content quality of the audio album from three aspects of texts, images and audios, comprehensively consider the influences of the three aspects, comprehensively obtain the content quality score of the audio album, and accurately describe the content quality of the audio album, thereby providing a quantification standard of the quality of the audio album, being convenient for determining whether the audio album is suitable for being displayed on line, and finally improving the listening experience of users.
According to a second aspect of the present invention, there is provided an audio album content quality assessment system, as shown in fig. 2, comprising:
a feature extraction module 201, configured to extract relevant features of text, image and audio of the audio album;
because the content capacity of the network radio station is large, the content quality of each audio album is good and bad, in actual service, in order to ensure the content quality of the audio album of the network radio station, the listening experience of a user is promoted, and the content quality of the audio album displayed to the network radio station is often required to be controlled, so that whether the audio album is properly displayed on line or not is conveniently determined, and the listening experience of the user is promoted. Before a certain audio album needs to be shown on a network radio station, in order to ensure the content quality of the audio album, the content quality of the audio album needs to be scored, and the quality of the audio album is determined by the content quality score of the audio album.
When the content quality of an audio album to be displayed to a network radio station needs to be evaluated, firstly, the characteristics of each dimension of the audio album need to be respectively extracted from the text, the image and the audio of the audio album, so that the characteristics of each dimension of the audio album can be respectively and correspondingly scored according to corresponding scoring standards. In extracting relevant features of three aspects of text, image and audio of an audio album, feature information of each dimension of the audio album is mainly extracted from album basic information, album recommendation materials, anchor related information and the like of the audio album. Specifically, the album basic information includes album title, album cover, album profile; album recommendation material includes album recommendation; the anchor related information includes anchor related information, anchor nicknames, anchor avatars, and anchor profiles.
A criterion determining module 202, configured to determine an evaluation criterion of relevant features of three aspects of text, image and audio;
after extracting the relevant features of the three aspects of text, image and audio of the audio album, an evaluation criterion of the relevant features of the three aspects of text, image and audio extracted needs to be determined, so that the relevant features of the three aspects of text, image and audio of the audio album are scored in a multi-dimensional manner by combining the evaluation criterion. Specifically, in the present embodiment, for the features extracted from the text perspective, content analysis is performed from the aspects of album title, album brief introduction, album recommendation, album anchor related content, and the like, and evaluation criteria corresponding to each text feature is determined; for the features extracted from the image angle, determining the corresponding evaluation standard of each feature related to the image from the angles of the picture size, the picture proportion, the picture repetition degree, the picture content and the like contained in the audio album; and analyzing the audio content contained in the audio album for the features extracted from the audio angle, and determining the evaluation standard corresponding to the audio related features.
A feature scoring module 203, configured to score relevant features of the extracted three aspects of text, image and audio based on the evaluation criteria;
after the evaluation criteria are determined, the relevant features of the extracted text, image and audio are respectively scored according to the evaluation criteria, and the individual scores are carried out on the relevant features corresponding to the features of the text, image and audio of the audio album according to the scoring criteria.
The score calculating module 204 is configured to sum and calculate score scores of related features of three aspects of text, image and audio, so as to obtain content quality scores of the audio album.
And after scoring the extracted characteristics of the text, the image and the audio to obtain individual scores, summing the individual scores to obtain the content quality score of the audio album. The content quality score can be used as an important standard for measuring the quality of the content of the audio album, and can be used as a reference for improving reliability for subsequent display or modification of the audio album.
In this embodiment, the system may further include:
and the display determining module is used for determining whether to display the audio album on line or not based on the content quality score and a preset score threshold.
In this embodiment, a positive mold body is shown for:
comparing the content quality score with a preset score threshold, and displaying the audio album on line when the content quality score is greater than or equal to the score threshold; otherwise, the audio album is not shown on-line.
Through the display determining module, after the content quality score of the audio album is obtained, a reliable reference basis can be provided for whether to display the audio album on line or not according to comparison of the content quality score of the audio album and a preset score threshold value, so that automatic on-line display of the audio album can be further realized.
According to the scheme, the invention provides an audio album content quality evaluation system, which is used for preferentially extracting relevant characteristics of text, images and audio of an audio album; then determining evaluation criteria of relevant features of three aspects of text, image and audio; then, scoring the extracted relevant features of the three aspects of text, image and audio based on the evaluation criteria; and finally, calculating the score of the related features of the text, the image and the audio in a summation way to obtain the content quality score of the audio album. The method and the device define the content quality of the audio album from three aspects of texts, images and audios, comprehensively consider the influences of the three aspects, comprehensively obtain the content quality score of the audio album, and accurately describe the content quality of the audio album, thereby providing a quantification standard of the quality of the audio album, being convenient for determining whether the audio album is suitable for being displayed on line, and finally improving the listening experience of users.
In this embodiment, the modules/units integrated with the audio album content quality evaluation system may be stored in a computer readable storage medium if implemented in the form of software functional units and sold or used as a stand alone product. Based on such understanding, the present invention may implement all or part of the flow of the method of the above embodiment, or may be implemented by a computer program to instruct related hardware, where the computer program may be stored in a computer readable storage medium, and when the computer program is executed by a processor, the computer program may implement the steps of each of the method embodiments described above. Wherein the computer program comprises computer program code which may be in source code form, object code form, executable file or some intermediate form etc. The computer readable medium may include: any entity or device capable of carrying the computer program code, a recording medium, a U disk, a removable hard disk, a magnetic disk, an optical disk, a computer Memory, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), an electrical carrier signal, a telecommunications signal, a software distribution medium, and so forth. It should be noted that the computer readable medium contains content that can be appropriately scaled according to the requirements of jurisdictions in which such content is subject to legislation and patent practice, such as in certain jurisdictions in which such content is subject to legislation and patent practice, the computer readable medium does not include electrical carrier signals and telecommunication signals.
Those skilled in the art will appreciate that while some embodiments herein include some features but not others included in other embodiments, combinations of features of different embodiments are meant to be within the scope of the invention and form different embodiments. For example, in the following claims, any of the claimed embodiments can be used in any combination.
Finally, it should be noted that: the above embodiments are only for illustrating the technical solution of the present invention, and are not limiting; although the invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical scheme described in the foregoing embodiments can be modified or some technical features thereof can be replaced by equivalents; such modifications and substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present invention.
Claims (10)
1. A method for evaluating the quality of content of an audio album, the method comprising:
extracting relevant features of text, images and audio of the audio album;
determining evaluation criteria of relevant features of the text, the image and the audio;
scoring the extracted relevant features of the three aspects of text, image and audio based on the evaluation criteria;
summing up and calculating scoring scores of the related features of the text, the image and the audio to obtain content quality scores of the audio album;
when determining the evaluation standards of the related features of the text, the image and the audio, carrying out content analysis on the features extracted from the text angle from the aspects of album title, album brief introduction, album recommendation language and album anchor related content, and determining the evaluation standard corresponding to each text feature; for the features extracted from the image angle, determining the corresponding evaluation standard of each feature related to the image from the image size, the image proportion, the image repeatability and the image content angle contained in the audio album; and analyzing the audio content contained in the audio album for the features extracted from the audio angle, and determining the evaluation standard corresponding to the audio related features.
2. The audio album content quality assessment method according to claim 1, further comprising:
and determining whether to display the audio album on line or not based on the content quality score and a preset score threshold.
3. The audio album content quality assessment method according to claim 2, wherein the determining whether to show the audio album on-line based on the content quality score and a preset score threshold value comprises:
comparing the content quality score with a preset score threshold, and displaying the audio album on line when the content quality score is greater than or equal to the score threshold; otherwise, the audio album is not shown on-line.
4. A method of evaluating the content quality of an audio album as defined in any one of claims 1-3, wherein extracting relevant features of text, images and audio of the audio album comprises:
relevant features of three aspects of text, image and audio of the audio album are extracted from album base information, album recommendation material and anchor related information of the audio album.
5. The method of claim 4, wherein the album base information includes album title, album art, album profile; the album recommendation materials comprise album recommendation words; the anchor related information includes anchor related information, anchor nicknames, anchor avatars, and anchor profiles.
6. An audio album content quality rating system, the system comprising:
the feature extraction module is used for extracting relevant features of three aspects of text, image and audio of the audio album;
a standard determining module for determining an evaluation standard of the relevant characteristics of the text, the image and the audio; for the characteristics extracted from the text angle, content analysis is carried out from the aspects of album title, album brief introduction, album recommendation language and album anchor related content, and the evaluation standard corresponding to each text characteristic is determined; for the features extracted from the image angle, determining the corresponding evaluation standard of each feature related to the image from the image size, the image proportion, the image repeatability and the image content angle contained in the audio album; analyzing the audio content contained in the audio album for the features extracted from the audio angle, and determining the evaluation standard corresponding to the audio related features;
a feature scoring module for scoring the extracted three related features of text, image and audio based on the scoring criteria;
and the score calculation module is used for carrying out summation calculation on the score scores of the related features of the text, the image and the audio to obtain the content quality score of the audio album.
7. An audio album content quality rating system as recited in claim 6, further comprising:
and the display determining module is used for determining whether to display the audio album on line or not based on the content quality score and a preset score threshold.
8. The audio album content quality rating system according to claim 7, wherein said presentation determining module is specifically configured to:
comparing the content quality score with a preset score threshold, and displaying the audio album on line when the content quality score is greater than or equal to the score threshold; otherwise, the audio album is not shown on-line.
9. An audio album content quality assessment system according to any of claims 6-8, wherein said feature extraction module is specifically configured to:
relevant features of three aspects of text, image and audio of the audio album are extracted from album base information, album recommendation material and anchor related information of the audio album.
10. The audio album content quality rating system according to claim 9, wherein the album base information includes album title, album art, album profile; the album recommendation materials comprise album recommendation words; the anchor related information includes anchor related information, anchor nicknames, anchor avatars, and anchor profiles.
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP1403784A2 (en) * | 2002-09-27 | 2004-03-31 | Fuji Photo Film Co., Ltd. | Method, apparatus, and computer program for generating albums |
| CN101739418A (en) * | 2008-11-04 | 2010-06-16 | 未序网络科技（上海）有限公司 | Method for sequencing multi-index comprehensive weight audio-video album |
| JP2012174230A (en) * | 2011-02-24 | 2012-09-10 | Jvc Kenwood Corp | Content reproduction device, musical piece recommendation method, and computer program |
| CN104850642A (en) * | 2015-05-26 | 2015-08-19 | 广州神马移动信息科技有限公司 | Internet content quality evaluation method and internet content quality evaluation device |
| CN109308913A (en) * | 2018-08-02 | 2019-02-05 | 平安科技（深圳）有限公司 | Sound quality evaluation method, device, computer equipment and storage medium |
Family Cites Families (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US8843500B2 (en) * | 2012-06-19 | 2014-09-23 | Microsoft Corporation | Automatically generating music marketplace editorial content |
-
2019
- 2019-09-12 CN CN201910866680.8A patent/CN110728966B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP1403784A2 (en) * | 2002-09-27 | 2004-03-31 | Fuji Photo Film Co., Ltd. | Method, apparatus, and computer program for generating albums |
| CN101739418A (en) * | 2008-11-04 | 2010-06-16 | 未序网络科技（上海）有限公司 | Method for sequencing multi-index comprehensive weight audio-video album |
| JP2012174230A (en) * | 2011-02-24 | 2012-09-10 | Jvc Kenwood Corp | Content reproduction device, musical piece recommendation method, and computer program |
| CN104850642A (en) * | 2015-05-26 | 2015-08-19 | 广州神马移动信息科技有限公司 | Internet content quality evaluation method and internet content quality evaluation device |
| CN109308913A (en) * | 2018-08-02 | 2019-02-05 | 平安科技（深圳）有限公司 | Sound quality evaluation method, device, computer equipment and storage medium |
Non-Patent Citations (2)
| Title |
|---|
| Multidimensional image value assessment and rating for automated albuming and retrieval;Alexander Loui et al.;《2008 15th IEEE International Conference on Image Processing》;20081212;第97-100页 * |
| 关于音乐教学评价研究的文献综述;董慧君;《黄河之声》;20150523;第18-19页 * |
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