CN105335414B - Music recommendation method and device and terminal - Google Patents
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- CN105335414B CN105335414B CN201410376754.7A CN201410376754A CN105335414B CN 105335414 B CN105335414 B CN 105335414B CN 201410376754 A CN201410376754 A CN 201410376754A CN 105335414 B CN105335414 B CN 105335414B
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Abstract
The disclosure relates to a music recommendation method, a device and a terminal, comprising: acquiring music information of playing music; sending the music information of the music being played to a music recommendation server; receiving music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching according to the music information of the music being played; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs; and displaying the recommended music according to the music recommendation information. The music recommendation method, the device and the terminal recommend related music by analyzing and mining the information contained in the album, the recommendation is accurate and quick, the user can understand the complete album style, and the user experience is improved.
Description
Technical Field
The present disclosure relates to the field of multimedia technologies, and in particular, to a music recommendation method, apparatus, and terminal.
Background
Music is an artistic form, different music expression modes can bring different feelings to listeners, people can express their emotions through the music, and in modern life, the music is ubiquitous, so that the demand of people on the music is continuously reduced. With the rapid development of science and technology and the wide popularization of the internet, music websites and music software are increasing, network music resources are more and more abundant, and the music on demand and downloading through the network become a part of people's entertainment life. The huge amount of music resources provides a lot of convenience for music fans, however, how to quickly find music needed by the music fans from the huge amount of music resources becomes a new problem.
Generally, music websites and music software recommend music to users through a music ranking list, and the ranking list is ranked according to comprehensive scores of the users or according to the total download amount. In recent years, the following recommended methods have appeared in the related art: first, a user association algorithm is used to recommend music to a user by analyzing the user's behavior. The number of times that a user listens to a certain song can be seen as the rating of the song, the more times the user listens, the higher the rating, the difference of the ratings of different users of the same song is the distance between the users, if the ratings are the same, the distance is 0, if the ratings are different by 5, the distance is 5, the users with close distances are in the same neighbor set, the preferences of the users are the same, and the songs listened by the user A in the same set family can be recommended to the user B; and the second is an object association algorithm, namely songs are recommended to a user by analyzing the relationship and the similarity between the songs, the distance between different songs is calculated, and then the songs which are close in distance and are positioned in the same neighbor set are recommended to the user.
However, it is difficult to generate a valuable neighbor set by the user association algorithm, the distance between users may also change frequently, and the system may not respond to the user's operation in time. The object association algorithm is similar to the user association algorithm, the algorithm also needs to score songs based on the user, the scores of the user have certain contingency, and it can be seen that the two recommendation methods cannot accurately recommend related songs to the user, and cannot bring better music experience to the user.
Disclosure of Invention
In order to solve the problems in the related art, the music recommendation method, the music recommendation device and the music recommendation terminal based on album information are provided, recommendation of related music is performed by analyzing and mining information contained in an album, recommendation is accurate and fast, a user can understand a complete album style, and user experience is improved.
According to a first aspect of an embodiment of the present disclosure, there is provided a music recommendation method based on album information, including: acquiring music information of playing music; sending the music information of the music being played to a music recommendation server; receiving music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching according to the music information of the music being played; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs; and displaying the recommended music according to the music recommendation information.
Optionally, the acquiring the music information of the playing music includes: resolving the ID3 tag of the music being played; and reading the music information of the music being played according to the ID3 label.
Optionally, the acquiring the music information of the playing music includes: acquiring an audio fingerprint of the music being played; searching matched music information in an audio fingerprint database according to the audio fingerprint of the played music; and if the matching is successful, acquiring the matched music information.
Optionally, the displaying the recommended music according to the music recommendation information includes: searching the music information of the next piece of music playing according to the music information and the music sequencing information in the album in the music recommendation information; acquiring the music resource of the next piece of music according to the music information of the next piece of music; and displaying the next piece of music as recommended music.
According to a second aspect of an embodiment of the present disclosure, there is provided a music recommendation method based on album information, including: receiving music information of playing music sent by a playing terminal; searching and obtaining music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs; and sending the obtained music recommendation information to the playing terminal.
According to a third aspect of the embodiments of the present disclosure, there is provided an album information-based music recommendation apparatus including:
the music information acquisition module is used for acquiring music information of playing music;
the music recommendation request module is used for sending the music information of the music being played to a music recommendation server; the music recommendation receiving module is used for receiving the music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching according to the music information of the music being played; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs;
and the music recommendation display module is used for displaying the recommended music according to the music recommendation information.
Optionally, the music information obtaining module includes: the device comprises an ID3 tag analyzing unit, an ID3 tag reading unit, an audio fingerprint acquiring unit, an audio fingerprint retrieving unit and a music information acquiring unit;
the ID3 tag resolving unit is used for resolving the ID3 tag of the music being played;
the ID3 tag reading unit is used for reading the music information of the music being played according to the ID3 tag.
Optionally, the audio fingerprint acquiring unit is configured to acquire an audio fingerprint of the music being played;
the audio fingerprint retrieval unit is used for retrieving matched music information in an audio fingerprint database according to the audio fingerprint of the played music;
and the music information acquisition unit is used for acquiring the matched music information when the matching is successful.
Optionally, the music recommendation display module includes: the system comprises a next music searching unit, a music resource acquiring unit and a recommended music displaying unit;
the next music searching unit is used for searching the music information of the next music playing music according to the music information and the music sequencing information in the album in the music recommendation information;
the music resource acquiring unit is used for acquiring the music resource of the next piece of music according to the music information of the next piece of music;
and the recommended music display unit is used for displaying the next piece of music as recommended music.
According to a fourth aspect of the embodiments of the present disclosure, there is provided an album information-based music recommendation apparatus including:
the music information receiving module is used for receiving the music information which is sent by the playing terminal and is playing the music;
the music recommendation information acquisition module is used for searching and acquiring music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs;
and the music recommendation information sending module is used for sending the obtained music recommendation information to the playing terminal.
According to a fifth aspect of the embodiments of the present disclosure, there is provided a play terminal, including:
a processor;
a memory for storing executable instructions of the processor;
wherein the processor is configured to:
acquiring music information of playing music;
sending the music information of the music being played to a music recommendation server;
receiving music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching according to the music information of the music being played; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs;
and displaying the recommended music according to the music recommendation information.
According to a sixth aspect of the embodiments of the present disclosure, there is provided a music recommendation server, including:
a processor;
a memory for storing executable instructions of the processor;
wherein the processor is configured to:
receiving music information of playing music sent by a playing terminal;
searching and obtaining music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs;
and sending the obtained music recommendation information to the playing terminal.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present disclosure and together with the description, serve to explain the principles of the disclosure.
FIG. 1 is a flow diagram illustrating a music recommendation method according to an example embodiment.
Fig. 2 is a flowchart illustrating a music recommendation method according to another exemplary embodiment.
FIG. 3 is a block diagram illustrating a music recommendation device according to an example embodiment.
Fig. 4 is a block diagram illustrating a music recommendation device according to another exemplary embodiment.
Fig. 5 is a block diagram illustrating a playback apparatus according to an example embodiment.
Fig. 6 is a block diagram illustrating a music recommendation device according to an example embodiment.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The implementations described in the exemplary embodiments below are not intended to represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the present disclosure, as detailed in the appended claims.
Before music recommendation, the method comprises the steps of creating a recommendation information database, analyzing and extracting information contained in albums, obtaining recommendation results and saving the recommendation results to the database. Typically, songs are contained in an album, which often contains a large amount of information. The album contains information including the title of the song, the arrangement sequence of the songs in the album, the duration of the songs, the singer singing, the style of the song, the emotion expressed, the tempo of the song, the meaning of the beginning and ending songs of the album and the like, wherein the arrangement sequence of the songs in the album is generally the sequence of the initials of the pinyin of the title of the song, such as A → Z; or the sequence of the first main song and the second main song in the album is used as the sequence of arrangement, and the sequence can also be the sequence of the change of the song name or the season in the lyrics, such as spring, summer, autumn and winter; sequences relating to attractions or cities, such as Beijing, Shanghai, Shenzhen, Taiwan; the sequence of the variation of the wind, such as balladry, blue tune, jazz to rock; expressing the change sequence of emotion, such as sadness, depression to pleasure and positive; the change sequence of the singing languages of the songs, such as national language, cantonese language, English, French and the like, is properly sequenced according to the characteristics of each album, music resources with similar album information are classified, the music resources of the same category are recommendable results, namely recommendation results are obtained, and then the related information of the albums and the corresponding recommendation results are stored in a recommendation database.
Fig. 1 is a flowchart illustrating a music recommendation method according to an exemplary embodiment, where the music recommendation method is used between a terminal and a server, as shown in fig. 1, and includes the following steps:
in step 101, the terminal acquires music information of playing music.
In an exemplary embodiment, the terminal can quickly and accurately obtain the related information of the music being played, such as the name of the song, the artist, the name of the album, the style and the like, by analyzing the ID3 label of the song or the audio fingerprint of the song. The ID3 label is the additional information of the song in the MP3 music file, the additional information of the title, the singer, the album name, the style and the like of the music is added, and the terminal can directly read the ID3 label of the currently played music to quickly acquire the related information of the music. The audio fingerprint is a brief summary of a certain section of audio information, has strong distinctiveness, can accurately identify information such as the name of a song, the singer, the name of an album, the style and the like according to different music melodies, and can obtain corresponding information of music successfully matched with the audio fingerprint after the terminal collects the audio fingerprint of the currently played music and searches in an audio fingerprint library. By the two methods, the terminal can quickly and accurately obtain the related information of the music and the album to which the music belongs, and if a certain audio file lacks the corresponding ID3 label or contains wrong information, the accurate information obtained by the terminal cannot be influenced.
In step 102, the terminal sends the music information of the playing music to a music recommendation server.
In an exemplary embodiment, the terminal takes the acquired accurate music and related information of the album, such as the name of a song, a singer, the name of the album, and the like as retrieval conditions, calls a retrieval interface provided by the server side, and sends a request for retrieving corresponding recommendation information.
In step 103, the terminal receives the music recommendation information returned by the music recommendation server.
In an exemplary embodiment, after receiving a request for retrieving recommendation information from a terminal, a server returns a recommendation result to the terminal, and the music recommendation information is obtained by searching according to the music information playing music; the music recommendation information at least comprises the music information and the music sequencing information in the album to which the played music belongs. Through steps 101 to 103, the terminal can quickly and accurately obtain the recommended music information. After the terminal obtains the recommendation information in the available format, a recommendation music list for the currently played music is also obtained, but corresponding resources need to be matched for the recommendation information, the terminal can perform resource matching by searching for local storage and network resources, the recommendation information after successful matching can be displayed on the terminal, and a user can directly click to play the recommendation information.
In step 104, the terminal displays the recommended music according to the music recommendation information.
In an exemplary embodiment, the terminal pushes the recommended music list matched with the resource to a current playing interface or a webpage, and the pushing mode can be popup window or screen sliding. The terminal searches the music information of the next piece of music playing according to the music information and the music sequencing information in the album in the music recommendation information; and acquiring the music resource of the next piece of music according to the music information of the next piece of music, and displaying the next piece of music as recommended music.
In another exemplary embodiment of the present disclosure, music information on playing music transmitted from a playing terminal is received; searching and obtaining music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs; and sending the obtained music recommendation information to the playing terminal.
In another exemplary embodiment of the disclosure, a recommended music list is set in a play list of a terminal, recommended music information can be updated in real time along with music played by a user and displayed in the recommended music list, the user can select favorite music in the recommended music list to play, and relevant information of an album to which the music belongs, such as a song title, a singer, an album name, a style, lyrics, creation time, an expression emotional theme, and the like, is displayed in a play interface, so that the user can better understand a complete album style and obtain better music experience.
In the exemplary embodiment of the disclosure, the terminal is responsible for collecting song information, inquiring recommendation information from the server, processing the inquired recommendation result and finally displaying the recommendation result to the user. The server side is responsible for constructing a recommendation information database, maintaining a recommendation method and responding to a query request of the song listening device.
Fig. 2 is a flowchart illustrating a music recommendation method according to another exemplary embodiment, as shown in fig. 2, the music recommendation method including the steps of:
in step 201, receiving music information of playing music sent by a playing terminal;
in step 202, searching and obtaining music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs;
in step 203, the obtained music recommendation information is sent to the playing terminal.
FIG. 3 is a block diagram illustrating a music recommendation device according to an example embodiment. Referring to fig. 3, the apparatus includes: a music information obtaining module 310, a music recommendation requesting module 320, a music recommendation receiving module 330, and a music recommendation presenting module 340.
The music information obtaining module 310 is configured to obtain related information of the music being played and the album to which the music belongs, and the terminal obtains related information of the music being played, such as a song name, a singer, an album name, a genre, and the like, quickly and accurately by analyzing an ID3 tag of the song or an audio fingerprint of the song.
Optionally, the music information obtaining module 310 includes: an ID3 tag resolution cell and an ID3 tag reading cell. The ID3 tag resolving unit is used for resolving the ID3 tag of the music being played; the ID3 tag reading unit is used for reading the music information of the music being played according to the ID3 tag.
Optionally, the music information obtaining module 310 includes: the music information retrieval system comprises an audio fingerprint acquisition unit, an audio fingerprint retrieval unit and a music information acquisition unit. The audio fingerprint acquisition unit is used for acquiring the audio fingerprint of the music being played; the audio fingerprint retrieval unit is used for retrieving matched music information in an audio fingerprint database according to the audio fingerprint of the played music; and the music information acquisition unit is used for acquiring the matched music information when the matching is successful.
The music recommendation request module 320 is configured to send a request for retrieving recommendation information data, and the terminal uses the acquired accurate music and related information of the album, such as the name of the song, the artist, and the name of the album, as a retrieval condition, calls a retrieval interface provided by the server, and sends a request for retrieving corresponding recommendation information.
The music recommendation receiving module 330 is configured to receive recommendation information returned after retrieving the recommendation information data, and the server end returns a recommendation result to the terminal after receiving a recommendation information retrieval request from the terminal. Meanwhile, music resources matched with the recommendation information are searched, the terminal can perform resource matching by searching the local storage and the network resources, the recommendation information after successful matching can be displayed on the terminal, and a user can directly click and play the recommendation information.
The music recommendation display module 340 is configured to recommend a music resource successfully matched with the recommendation information, the terminal pushes the recommended music list matched with the resource to a current playing interface or a webpage, the pushing mode may be pop-up window and screen sliding, or a recommended music list may be set in the playing list of the terminal, the recommended music information may be updated in real time along with music played by the user and displayed in the recommended music list, the user may select favorite music in the recommended music list to play, and relevant information of an album to which the music belongs is displayed in the playing interface, such as a song name, a singer, an album name, a style, lyrics, creation years, expression emotional themes, and the like, so that the user can better understand a complete album style and obtain better music experience. The music recommendation presentation module 340 includes: the system comprises a next music searching unit, a music resource acquiring unit and a recommended music displaying unit. The next music searching unit is used for searching the music information of the next music playing music according to the music information and the music sequencing information in the album in the music recommendation information; the music resource acquiring unit is used for acquiring the music resource of the next piece of music according to the music information of the next piece of music; and the recommended music display unit is used for displaying the next piece of music as recommended music.
In another exemplary embodiment of the present disclosure, a music recommendation apparatus includes: the music information receiving module is used for receiving the music information which is sent by the playing terminal and is playing the music; the music recommendation information acquisition module is used for searching and acquiring music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs; and the music recommendation information sending module is used for sending the obtained music recommendation information to the playing terminal.
There is also provided in an exemplary embodiment of the present disclosure a cast terminal comprising an upper processor and a memory for storing executable instructions of the processor; wherein the processor is configured to: acquiring music information of playing music; sending the music information of the music being played to a music recommendation server; receiving music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching according to the music information of the music being played; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs; and displaying the recommended music according to the music recommendation information.
There is also provided in an exemplary embodiment of the present disclosure a music recommendation server, including: a processor and a memory for storing executable instructions of the processor; wherein the processor is configured to: receiving music information of playing music sent by a playing terminal; searching and obtaining music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs; and sending the obtained music recommendation information to the playing terminal.
Fig. 4 is a block diagram illustrating a music recommendation device according to another exemplary embodiment. Referring to fig. 4, the apparatus includes: a music information receiving module 410, a music recommendation information obtaining module 420 and a music recommendation information sending module 430.
A music information receiving module 410, configured to receive music information that is being played and sent by a playing terminal;
a music recommendation information obtaining module 420, configured to search, according to the music information of the music being played, in a music album database, to obtain music recommendation information matching the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs;
a music recommendation information sending module 430, configured to send the obtained music recommendation information to the playing terminal.
Fig. 5 is a block diagram illustrating a playback apparatus 1200, which is suitable for a terminal device, according to an exemplary embodiment. For example, the apparatus 1200 may be a mobile phone, a computer, a digital broadcast terminal, a messaging device, a game console, a tablet device, a medical device, an exercise device, a personal digital assistant, and the like.
Referring to fig. 5, apparatus 1200 may include one or more of the following components: processing component 1202, memory 1204, power component 1206, multimedia component 1208, audio component 1210, input/output (I/O) interface 1212, sensor component 1214, and communications component 1216.
The processing component 1202 generally controls overall operation of the apparatus 1200, such as operations associated with display, telephone calls, data communications, camera operations, and recording operations. The processing element 1202 may include one or more processors 1220 to execute instructions to perform all or a portion of the steps of the methods described above. Further, the processing component 1202 can include one or more modules that facilitate interaction between the processing component 1202 and other components. For example, the processing component 1202 can include a multimedia module to facilitate interaction between the multimedia component 1208 and the processing component 1202.
The memory 1204 is configured to store various types of data to support operation at the device 1200. Examples of such data include instructions for any application or method operating on the device 1200, contact data, phonebook data, messages, pictures, videos, and so forth. The memory 1204 may be implemented by any type or combination of volatile or non-volatile memory devices such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks.
A power component 1206 provides power to the various components of the device 1200. Power components 1206 may include a power management system, one or more power sources, and other components associated with generating, managing, and distributing power for apparatus 1200.
The multimedia components 1208 include a screen that provides an output interface between the device 1200 and a user. In some embodiments, the screen may include a Liquid Crystal Display (LCD) and a Touch Panel (TP). If the screen includes a touch panel, the screen may be implemented as a touch screen to receive an input signal from a user. The touch panel includes one or more touch sensors to sense touch, slide, and gestures on the touch panel. The touch sensor may not only sense the boundary of a touch or slide action, but also detect a duration point and pressure related to the touch or slide operation. In some embodiments, the multimedia component 1208 includes a front facing camera and/or a rear facing camera. The front camera and/or the rear camera may receive external multimedia data when the device 1200 is in an operating mode, such as a shooting mode or a video mode. Each front camera and rear camera may be a fixed optical lens system or have a focal length and optical zoom capability.
The I/O interface 1212 provides an interface between the processing component 1202 and peripheral interface modules, which may be keyboards, click wheels, buttons, etc. These buttons may include, but are not limited to: a home button, a volume button, a start button, and a lock button.
The sensor assembly 1214 includes one or more sensors for providing various aspects of state assessment for the apparatus 1200. For example, the sensor assembly 1214 may detect an open/closed state of the device 1200, the relative positioning of the components, such as a display and keypad of the apparatus 1200, the sensor assembly 1214 may also detect a change in the position of the apparatus 1200 or a component of the apparatus 1200, the presence or absence of user contact with the apparatus 1200, an orientation or acceleration/deceleration of the apparatus 1200, and a change in the temperature of the apparatus 1200. The sensor assembly 1214 may include a proximity sensor configured to detect the presence of a nearby object in the absence of any physical contact. The sensor assembly 1214 may also include a light sensor, such as a CMOS or CCD image sensor, for use in imaging applications. In some embodiments, the sensor assembly 1214 may also include an acceleration sensor, a gyroscope sensor, a magnetic sensor, a pressure sensor, or a temperature sensor.
The communications component 1216 is configured to facilitate communications between the apparatus 1200 and other devices in a wired or wireless manner. The apparatus 1200 may access a wireless network based on a communication standard, such as WiFi, 2G or 3G, or a combination thereof. In an exemplary embodiment, the communication component 1216 receives a broadcast signal or broadcast associated information from an external broadcast management system via a broadcast channel. In an exemplary embodiment, the communications component 1216 further includes a Near Field Communication (NFC) module to facilitate short-range communications. For example, the NFC module may be implemented based on Radio Frequency Identification (RFID) technology, infrared data association (IrDA) technology, Ultra Wideband (UWB) technology, Bluetooth (BT) technology, and other technologies.
In an exemplary embodiment, the apparatus 1200 may be implemented by one or more Application Specific Integrated Circuits (ASICs), Digital Signal Processors (DSPs), Digital Signal Processing Devices (DSPDs), Programmable Logic Devices (PLDs), Field Programmable Gate Arrays (FPGAs), controllers, micro-controllers, microprocessors or other electronic components for performing the above-described methods.
In an exemplary embodiment, a non-transitory computer readable storage medium comprising instructions, such as memory 1204 comprising instructions, executable by processor 820 of device 1200 to perform the above-described method is also provided. For example, the non-transitory computer readable storage medium may be a ROM, a Random Access Memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.
A non-transitory computer-readable storage medium having instructions therein, which when executed by a processor of a client, enable the client to perform a music recommendation method based on album information, comprising:
receiving music information of playing music sent by a playing terminal;
searching and obtaining music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs;
and sending the obtained music recommendation information to the playing terminal.
Fig. 6 is a block diagram illustrating a music recommendation device 1900 according to an example embodiment. For example, the apparatus 1900 may be provided as a server. Referring to fig. 6, the device 1900 includes a processing component 1922 further including one or more processors and memory resources, represented by memory 1932, for storing instructions, e.g., applications, executable by the processing component 1922. The application programs stored in memory 1932 may include one or more modules that each correspond to a set of instructions. Further, the processing component 1922 is configured to execute instructions to perform the above-described method.
The device 1900 may also include a power component 1926 configured to perform power management of the device 1900, a wired or wireless network interface 1950 configured to connect the device 1900 to a network, and an input/output (I/O) interface 1958. The device 1900 may operate based on an operating system stored in memory 1932, such as Windows Server, MacOS XTM, UnixTM, LinuxTM, FreeBSDTM, or the like.
A non-transitory computer-readable storage medium having instructions therein, which when executed by a processor of a client, enable the client to perform a music recommendation method based on album information, comprising:
acquiring music information of playing music;
sending the music information of the music being played to a music recommendation server;
receiving music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching according to the music information of the music being played; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs;
and displaying the recommended music according to the music recommendation information.
Other embodiments of the disclosure will be apparent to those skilled in the art from consideration of the specification and practice of the disclosure disclosed herein. This application is intended to cover any variations, uses, or adaptations of the disclosure following, in general, the principles of the disclosure and including such departures from the present disclosure as come within known or customary practice within the art to which the disclosure pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the disclosure being indicated by the following claims.
It will be understood that the present disclosure is not limited to the precise arrangements described above and shown in the drawings and that various modifications and changes may be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.
Claims (10)
1. An album information-based music recommendation method, comprising:
acquiring music information of playing music; sending the music information of the music being played to a music recommendation server;
receiving music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching in a music album database according to the music information playing music, the music album database is obtained by classifying the same type of music resources in a plurality of music albums by the music recommendation server, and the music recommendation information comprises the same type of music resources; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs, and the music sequencing information is obtained by sequencing the music recommendation server according to the characteristics of a plurality of music albums;
matching corresponding resources for the music recommendation information, and searching the music information of the next piece of music playing music according to the music information and the music sequencing information in the album in the music recommendation information; acquiring the music resource of the next piece of music according to the music information of the next piece of music; and displaying the next piece of music as recommended music in a playing interface, wherein a playing list is arranged in the playing interface, a recommended music list is arranged in the playing list, and the recommended music list is used for updating and displaying the music recommendation information in real time according to the played music.
2. The album information-based music recommendation method according to claim 1, wherein said obtaining music information of music being played comprises:
resolving the ID3 tag of the music being played;
and reading the music information of the music being played according to the ID3 label.
3. The album information-based music recommendation method according to claim 1, wherein said obtaining music information of music being played comprises:
acquiring an audio fingerprint of the music being played;
searching matched music information in an audio fingerprint database according to the audio fingerprint of the played music;
and if the matching is successful, acquiring the matched music information.
4. An album information-based music recommendation method, comprising:
receiving music information of playing music sent by a playing terminal; searching and obtaining music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database is obtained by classifying music resources of the same type in a plurality of music albums by a music recommendation server, the music recommendation information comprises the music resources of the same type, and the music album database stores music information and music sequencing information in the music albums; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs, and the music sequencing information is obtained by sequencing the music recommendation server according to the characteristics of a plurality of music albums;
the obtained music recommendation information is sent to the playing terminal, the playing terminal matches corresponding resources for the music recommendation information, the playing terminal is further used for searching the music information of the next piece of music playing according to the music information and the music sequencing information in the album in the music recommendation information, obtaining the music resource of the next piece of music according to the music information of the next piece of music, displaying the next piece of music as the recommended music in a playing interface, a playing list is arranged in the playing interface, a recommended music list is arranged in the playing list, and the recommended music list is used for updating and displaying the music recommendation information in real time according to the played music.
5. An album information-based music recommendation apparatus, comprising:
the music information acquisition module is used for acquiring music information of playing music;
the music recommendation request module is used for sending the music information of the music being played to a music recommendation server;
the music recommendation receiving module is used for receiving the music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching in a music album database according to the music information playing music, the music album database is obtained by classifying the same type of music resources in a plurality of music albums by the music recommendation server, and the music recommendation information comprises the same type of music resources; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs, and the music sequencing information is obtained by sequencing the music recommendation server according to the characteristics of a plurality of music albums;
the music recommendation display module is used for matching corresponding resources for the music recommendation information and displaying the recommended music according to the music recommendation information matched with the resources;
the music recommendation display module comprises: the system comprises a next music searching unit, a music resource acquiring unit and a recommended music displaying unit;
the next music searching unit is used for searching the music information of the next music playing music according to the music information and the music sequencing information in the album in the music recommendation information;
the music resource acquiring unit is used for acquiring the music resource of the next piece of music according to the music information of the next piece of music;
the recommended music display unit is used for displaying the next piece of music as recommended music in a playing interface, a playing list is arranged in the playing interface, a recommended music list is arranged in the playing list, and the recommended music list is used for updating and displaying the music recommendation information in real time according to the played music.
6. The album-information-based music recommendation apparatus according to claim 5, wherein said music information acquisition module comprises: an ID3 tag analysis unit and an ID3 tag reading unit;
the ID3 tag resolving unit is used for resolving the ID3 tag of the music being played;
the ID3 tag reading unit is used for reading the music information of the music being played according to the ID3 tag.
7. The album-information-based music recommendation apparatus according to claim 5, wherein said music information acquisition module comprises: the device comprises an audio fingerprint acquisition unit, an audio fingerprint retrieval unit and a music information acquisition unit;
the audio fingerprint acquisition unit is used for acquiring the audio fingerprint of the music being played;
the audio fingerprint retrieval unit is used for retrieving matched music information in an audio fingerprint database according to the audio fingerprint of the played music;
and the music information acquisition unit is used for acquiring the matched music information when the matching is successful.
8. An album information-based music recommendation apparatus, comprising:
the music information receiving module is used for receiving the music information which is sent by the playing terminal and is playing the music;
the music recommendation information acquisition module is used for searching and acquiring music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database is obtained by classifying music resources of the same type in a plurality of music albums by the music recommendation server, the music recommendation information comprises the music resources of the same type, and the music album database stores music information and music sequencing information in the music albums; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs, and the music sequencing information is obtained by sequencing the music recommendation server according to the characteristics of a plurality of music albums;
the music recommendation information sending module is configured to send the obtained music recommendation information to the playing terminal, the playing terminal matches corresponding resources for the music recommendation information, the playing terminal is further configured to search for music information of a next piece of music being played according to the music information and the music ranking information in the album in the music recommendation information, obtain music resources of the next piece of music according to the music information of the next piece of music, display the next piece of music as recommended music in a playing interface, the playing interface is provided with a play list, the play list is provided with a recommended music list, and the recommended music list is used for updating and displaying the music recommendation information in real time according to the played music.
9. A playback terminal, comprising:
a processor;
a memory for storing executable instructions of the processor;
wherein the processor is configured to:
acquiring music information of playing music; sending the music information of the music being played to a music recommendation server;
receiving music recommendation information returned by the music recommendation server; the music recommendation information is obtained by searching in a music album database according to the music information playing music, the music album database is obtained by classifying the same type of music resources in a plurality of music albums by the music recommendation server, and the music recommendation information comprises the same type of music resources; the music album database stores music information and music sequencing information in a music album; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs, and the music sequencing information is obtained by sequencing the music recommendation server according to the characteristics of a plurality of music albums;
matching corresponding resources for the music recommendation information, and searching the music information of the next piece of music playing music according to the music information and the music sequencing information in the album in the music recommendation information; acquiring the music resource of the next piece of music according to the music information of the next piece of music; and displaying the next piece of music as recommended music in a playing interface, wherein a playing list is arranged in the playing interface, a recommended music list is arranged in the playing list, and the recommended music list is used for updating and displaying the music recommendation information in real time according to the played music.
10. A music recommendation server, comprising:
a processor;
a memory for storing executable instructions of the processor;
wherein the processor is configured to:
receiving music information of playing music sent by a playing terminal; searching and obtaining music recommendation information matched with the music being played in a music album database according to the music information of the music being played; the music album database is obtained by classifying music resources of the same type in a plurality of music albums by the music recommendation server, the music recommendation information comprises the music resources of the same type, and the music album database stores music information and music sequencing information in the music albums; the music recommendation information at least comprises music information and music sequencing information in the album to which the played music belongs, and the music sequencing information is obtained by sequencing the music recommendation server according to the characteristics of a plurality of music albums;
the obtained music recommendation information is sent to the playing terminal, the playing terminal matches corresponding resources for the music recommendation information, the playing terminal is further used for searching the music information of the next piece of music playing according to the music information and the music sequencing information in the album in the music recommendation information, obtaining the music resource of the next piece of music according to the music information of the next piece of music, displaying the next piece of music as the recommended music in a playing interface, a playing list is arranged in the playing interface, a recommended music list is arranged in the playing list, and the recommended music list is used for updating and displaying the music recommendation information in real time according to the played music.
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| CN201410376754.7A CN105335414B (en) | 2014-08-01 | 2014-08-01 | Music recommendation method and device and terminal |
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| WO2018018283A1 (en) * | 2016-07-24 | 2018-02-01 | 张鹏华 | Counting method for usage condition of song information recognition technique and recognition system |
| CN106570175A (en) * | 2016-11-10 | 2017-04-19 | 珠海市魅族科技有限公司 | Interaction method and interaction device for matching similar music, and terminal |
| CN107562850A (en) * | 2017-08-28 | 2018-01-09 | 百度在线网络技术（北京）有限公司 | Music recommends method, apparatus, equipment and storage medium |
| CN108549641B (en) * | 2018-04-26 | 2022-09-20 | 中国联合网络通信集团有限公司 | Song evaluation method, device, equipment and storage medium |
| CN108804665B (en) * | 2018-06-08 | 2022-09-27 | 上海掌门科技有限公司 | Method and device for pushing and receiving information |
| CN110266879B (en) * | 2019-06-11 | 2020-12-18 | 王佳一 | Playing interface display method, device, terminal and storage medium |
| CN110245255B (en) * | 2019-06-20 | 2023-12-05 | 广州酷狗计算机科技有限公司 | Song display method, device, equipment and storage medium |
| CN110545356B (en) * | 2019-08-30 | 2021-05-14 | Oppo广东移动通信有限公司 | Dynamic update method, device, equipment and medium for ring of intelligent terminal equipment |
| CN112764631A (en) * | 2021-01-29 | 2021-05-07 | 北京字节跳动网络技术有限公司 | Page display method and device, computer equipment and storage medium |
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