156 results about "Lyrics" patented technology

The construction method of the VEM-Token vocal emotion multi-modal magic modification model is different from the natural language processing model NLP-Token which interprets music through text. Instead, the VEM-Token sound-to-text innovation model comes with vocal emotion multi-modal information. The model captures and aligns the music tempo of sample songs and user learning songs, identifies various modalities of vocal emotion, divides the file into word units based on tempo, obtains VEM parameters through supervised learning and reinforcement learning, and decomposes songs into vocals, accompaniment, and emotion. The magic modification model provides a multi-modal magic modification method for imitating sample songs, including vocals, accompaniment, emotion overtones, emotion fluctuations, learning to sing, voice cloning, lyrics, pitch calibration, ornaments, tempo length, rhythm speed, tempo strength, freedom, and multiple sample magic modification. It also provides member management, mobile and PC application systems, dedicated support hardware, and communication protocols including MIDI, making it easy to access popular AI large models, reducing model hallucinations, and forming AI vocal agents and AI karaoke.

1. The name of the design product: Bluetooth speaker (with lyrics aurora projection). 2. The use of the design product: a speaker for playing music, decoration and as a display, while having the functions of displaying lyrics, lighting and projection. 3. The design points of the design product: in shape. 4. The picture or photo that best indicates the design points: design 1 perspective view. 5. Design 1 is designated as the basic design.

This invention provides a method, apparatus, storage medium, and electronic device for drawing lyrics in a vehicle cockpit. The method includes: responding to a lyrics loading request from a media source on a media display screen in the vehicle cockpit and acquiring the original lyrics data of the media source; constructing a lyrics data model of the original lyrics data using characters as units; initializing and configuring a set of control components for lyrics on a lyrics canvas of the media display screen; controlling the activation state of the control component set according to the lyrics loading state; calling a content drawing component in the control component set to configure a lyrics pen, and drawing lyrics on the lyrics canvas using the lyrics pen and the lyrics data model. This embodiment solves the technical problem of low efficiency in drawing lyrics in vehicle cockpits in the prior art, improving the smoothness of lyrics display, the responsiveness of interaction, and the user-friendliness of the user experience.

This invention relates to the fields of audio signal processing and artificial intelligence, specifically to a lyrics alignment method and electronic device based on automatic speech recognition. The lyrics alignment method based on automatic speech recognition in this application uses a pre-trained automatic speech recognition model to recognize audio samples and generate recognized text. The edit distance sequence between the recognized text and the lyrics text is calculated, and spoken segments are determined by analyzing the distance change pattern through a sliding window. These spoken segments are then replaced with silent segments, effectively eliminating spoken segments and avoiding interference from non-lyric content in the alignment process, thus laying the foundation for subsequent alignment.

1. Name of the product in this design: Graphical User Interface for Music Playback on an Electronic Device. 2. Intended use of this design: for use in an electronic device. 3. The key design features of this product are its graphical user interface content. 4. The image or photograph that best illustrates the design's key features: the front view. 5. Purpose of the graphical user interface: The graphical user interface of this design is used for playing music. The main view is the music playback display page, which shows information such as the name of the music being played, lyrics, album art, and time progress. Users can click the button at the bottom of the screen to adjust playback settings. 6. Other situations requiring explanation: Other explanation: "××" in the interface represents variable text, and a single gray block represents the content screen.

The invention discloses a dialect song generation method and device and a dialect song display method and device, and relates to the technical field of computers. The method comprises the steps of obtaining a first Chinese song and Chinese lyrics of the first Chinese song; dialect lyrics of the first Chinese song are generated through a language model according to the Chinese lyrics of the first Chinese song, and the dialect lyrics of the first Chinese song are used for describing semantics of the Chinese lyrics of the first Chinese song in a dialect language expression mode; a first dialect song corresponding to the first Chinese song is generated according to the first Chinese song, the dialect lyrics of the first Chinese song and the dialect pronunciation mapping relation through a song generation model, and the first dialect song is used for singing the first Chinese song through dialects. The dialect pronunciation mapping relation is established by adopting a pronunciation mode of at least one language to mark dialect pronunciation of the Chinese vocabulary. According to the method, a more accurate dialect pronunciation mapping relation is constructed, and the accuracy of dialect pronunciation in the first dialect song is improved.

The application discloses a song lyric display speed adjustment method, device, equipment, medium and product, and belongs to the technical field of audio processing. The method comprises the following steps: acquiring identification information corresponding to a second device associated with a first device, the first listener account is logged in on the first device, the second device is used for playing a song in the first device, and the identification information is used for distinguishing different second devices; displaying an adjustment entrance of a song lyric display speed for the second device based on the identification information; in response to a trigger operation on the adjustment entrance, displaying an adjustment result corresponding to the second device, the adjustment result comprising a song lyric display speed parameter obtained by adjusting the second device as a granularity; wherein the first device and the second device are connected through a wireless transmission connection mode. This mode allows users to adjust the corresponding song lyric display speed according to the characteristics of the second device to coordinate the corresponding relationship between different second devices and the song lyric display speed.

1. Name of the product in this design: Lyrics translation module for word translation display and interactive graphical user interface on player page of electronic device. 2. Purpose of this design: An electronic device. 3. The key design features of this product are: the parts in the graphical user interface, and the parts not marked with dotted lines are the parts for which protection is required. 4. The picture or photo that best illustrates the key design points: Design 1 front view. 5. Design 1 is designated as the basic design. 6. Purpose of the graphical user interface: The overall appearance design of the interface is used to display the song playback page, display lyrics, control song playback, and display word translations based on the dictionary (words marked in Chinese lyrics will be switched to English words with Chinese translations, while words marked in foreign language lyrics will directly display the Chinese translations); the partial appearance design of the interface is used to display lyrics, control song playback, and display word translations based on the dictionary (words marked in Chinese lyrics will be switched to English words with Chinese translations, while words marked in foreign language lyrics will directly display the Chinese translations). 7. Human-computer interaction method of graphical user interface: In the main view of Design 1, the foreign language lyrics are displayed in the middle of the interface. The corresponding Chinese translation is displayed below the words marked by the dictionary in the lyrics. Users can click on the lyrics area to bring up the word list module. Design 2 uses the same human-computer interaction method as Design 1. In the main view of Design 3, the Chinese lyrics are displayed in the center of the interface. The words marked in the lyrics are switched to English words with Chinese translations. Users can click on the lyrics area to bring up the word list module. Design 4's main view is a landscape playback page, with foreign language lyrics displayed in the center of the interface. The corresponding Chinese translations are displayed below the words marked in the lyrics according to the dictionary. Users can click on the lyrics area to bring up the word list module. In the main view of Design 5, when the user clicks on the blank area in the middle of the interface, the lyrics are displayed in an immersive state, showing the interface changes from the main view of Design 5 to the interface change diagram of Design 5.

The system according to the embodiment is intended for a singer to complete a piece of music alone.SOLUTION: A system according to an embodiment includes an information acquisition unit, a lyrics unit, a composition unit, and a singing unit. The information acquisition unit acquires information such as a conversation, a diary, and SNS. The lyrics unit generates lyrics based on the information acquired by the information acquisition unit. The composition unit composes a melody based on the lyrics generated by the lyric unit. The singing unit allows the user to sing into the melody composed by the composition unit.SELECTED DRAWING: Figure 1

The invention relates to a song recall method, computer equipment, a readable storage medium and a program product. The method comprises the steps of obtaining songs to be subjected to same song group recall from a plurality of different song data sources, and obtaining multi-modal feature representation of the songs according to song audio features, lyric semantic features and song name text features of the songs; according to the multi-modal feature representation of any two songs, determining the similarity between the first song and a plurality of second songs in the plurality of song data sources; the first song is any one song in a plurality of song data sources; the second song is a song except the first song in the plurality of song data sources; and according to similarity matching conditions corresponding to different recall scenes, screening similarities between the first song and the second songs to obtain a same song group recall result of the first song. By adopting the method, the effect of recalling the same song group can be effectively improved.

The invention discloses an audio timbre conversion method, electronic equipment and a computer storage medium, and the method comprises the steps: processing a first audio of a migration source singing sound and a second audio of a migration target through a feature extractor, and obtaining the content related features of the first audio and the style related features of the second audio; performing feature reconstruction on the content-related features and the style-related features through a timbre conversion model, and generating a reconstructed feature sequence fusing the migration target audio style; generating an audio prior distribution based on the reconstructed feature sequence; and synthesizing the audio prior distribution into an audio with a migration target tone and style. According to the method, through feature decoupling and stylized reconstruction, the target personalized audio style is restored and migrated on the basis of keeping the original lyric melody, and the problem that in the prior art, synthesized audio is rigid and distorted is solved.

A method for highlighting lyrics of a sound source is disclosed. A method for highlighting lyrics according to the present invention includes the steps of: displaying, by a user terminal, lyrics of a sound source; receiving, by the user terminal, an input of a user's interaction to select part of the lyrics; displaying, by the user terminal, the selected part of the lyrics to be distinguished from other parts; and when an input of the user's interaction desiring to share shared information including the selected part of the lyrics with a server or other terminal is received, transmitting, by the user terminal, the shared information to the server or the other terminal.

The application provides a music deep forgery detection method and system based on multi-modal fusion, belonging to the technical fields of multi-modal feature fusion and music forgery detection. The method comprises: performing two-way processing on the original music in parallel: the first way extracts aligned musical instruments, vocals and lyrics input through a multi-modal synchronous alignment model, and obtains modal features through a preprocessing model respectively; cross combination is performed on the three modal features to obtain cross-modal features, and then a multi-stage fusion network is used to obtain global fusion features; the second way performs frequency domain analysis on the original complete audio to extract frequency domain compensation features; the two-way features are input into a double-flow fusion network to obtain enhanced global fusion features; and finally classification is performed to obtain music true or false binary classification detection results. The application effectively solves the problems of insufficient use of music deep forgery information by existing methods and difficulty in realizing high-quality AI generated music forgery detection.

The invention discloses a lyric processing method and device, equipment and a storage medium, and relates to the technical field of computers. The method comprises the following steps: acquiring a lyric text of a first song; vocabulary information of the first song is obtained according to the word bank and the lyric text of the first song, and the vocabulary information comprises at least one target vocabulary and a lyric statement corresponding to the at least one target vocabulary; according to a first target vocabulary in the at least one target vocabulary, a lyric statement corresponding to the first target vocabulary, the identification information of the first song and metadata of the first target vocabulary, obtaining a packaging object corresponding to the first target vocabulary; and generating translation information of the first target vocabulary through the generative language model according to the packaging object corresponding to the first target vocabulary. According to the method and the device, high-accuracy word sense disambiguation of the target vocabulary is realized, the consistency of the finally determined target semantics and the current semantic environment is ensured, and the accuracy of semantic understanding is improved.

1. The name of the design product: song playing graphical user interface for electronic device. 2. The use of the design product: an electronic device. 3. The design points of the design product: in the graphical user interface. 4. The picture or photo that best shows the design points: design 1 front view. 5. Design 1 is designated as the basic design. 6. The use of the graphical user interface: the interface is used to display a mini player and play songs. 7. The human-computer interaction mode of the graphical user interface: in the design 1 front view, the left side of the interface is a mini player, the upper part is a song information module, and the lower part is a control function module. Users can view the cover, song name, singer, lyrics, and song spectrum, and can enter the corresponding song full-screen playing page by selecting the lyrics information module through the remote control device. They can also switch up and down songs, continue playing, and click any control on the right side of the interface to perform corresponding operations, such as viewing playlists and ranking lists. The human-computer interaction mode of design 2 is the same as that of design 1. In the design 3 front view, the left side of the interface is a mini player, the upper part is a song information module, and the lower part is a control function module. The current remote control device has selected the "continue playing" control, users can view the cover, song name, singer, lyrics, and song spectrum, and can enter the corresponding song full-screen playing page by selecting the lyrics information module through the remote control device. They can also switch up and down songs, continue playing, and click any control on the right side of the interface to perform corresponding operations, such as viewing playlists and ranking lists. In the design 4 front view, the left side of the interface is a mini player, the upper part is a song information module, and the lower part is a control function module. The current remote control device has selected the "next song" control, users can view the cover, song name, singer, lyrics, and song spectrum, and can enter the corresponding song full-screen playing page by selecting the lyrics information module through the remote control device. They can also switch up and down songs, continue playing, and click any control on the right side of the interface to perform corresponding operations, such as viewing playlists and ranking lists. In the design 5 front view, the left side of the interface is a mini player, the upper part is a song information module, and the lower part is a control function module. Users can view the song name, singer, progress bar, and multiple lines of lyrics, and can enter the corresponding song full-screen playing page by selecting the lyrics information module through the remote control device. They can also switch up and down songs, pause playing, and click any control on the right side of the interface to perform corresponding operations, such as viewing playlists and ranking lists. In the design 6 main view, the interface left side is the mini player, its upper part is the song information module, the lower part is the broadcast control function module, the user can view the song name, singer, progress bar and multiple lines of lyrics, can enter the corresponding song full screen play page through the remote control device selected lyrics information module, also can switch up and down, continue to play, also can view the album list on the right side of the interface. In the design 7 main view, the interface left side is the mini player, its upper part is the song information module, the lower part is the broadcast control function module, the user can view the song name, singer, progress bar and multiple lines of lyrics, can enter the corresponding song full screen play page through the remote control device selected lyrics information module, also can switch up and down, continue to play, also can view the album list on the right side of the interface. In the design 8 main view, the interface left side is the mini player, its upper part is the song information module, the lower part is the broadcast control function module, when the user enters the interface and does not have any operation within a certain time, enter the design 8 interface change state diagram.

1. Name of the product in this design: Graphical User Interface for Music Display in Electronic Devices. 2. Purpose of this design: An electronic device. 3. The key design feature of this product is its graphical user interface. 4. The image or photo that best illustrates the design points: Interface change state diagram 1. 5. The rear view, left view, right view, bottom view, and top view are standard design elements and are omitted. 6. Purpose of the graphical user interface: The graphical user interface of this design is used to display music information. The main view displays complete music information. Clicking the expansion icon in the upper right corner of the main view will take you to the interface change state shown in Figure 1, which only displays lyrics and album art.

1. The name of the design product: K song function page display and interactive graphical user interface for electronic devices. 2. The use of the design product: an electronic device. 3. The design points of the design product: in the graphical user interface. 4. The picture or photo that best indicates the design points: design 1 front view. 5. Design 1 is designated as the basic design. 6. The use of the graphical user interface: the appearance design for displaying song information, related function operation controls, background MV (background blank area is content picture, such as song MV, album picture, etc.), and K song accompaniment adjustment, lyric setting, etc. 7. The human-computer interaction mode of the graphical user interface: in the design 1 front view, the user can sing according to the lyrics in the interface, can click the operation control in the lower right corner of the interface to execute the corresponding operation of playing control or collecting songs; can click the first control in the lower right corner of the interface to adjust the accompaniment of the song; can also click the second control in the lower right corner of the interface to set whether to display the lyrics, the font size of the lyrics, etc. In the design 2 front view, the user can sing according to the lyrics in the interface, can click the operation control in the lower right corner of the interface to execute the corresponding operation of playing control or collecting songs; can click the first control in the lower left corner of the interface to set whether to display the lyrics, the font size of the lyrics, etc.; can also click the second control in the lower left corner of the interface to adjust the accompaniment of the song. In the design 3 front view, the user can sing according to the lyrics in the interface, can click the operation control in the lower left corner of the interface to execute the corresponding operation of playing control or collecting songs; can click the first control in the upper right corner of the interface to adjust the accompaniment of the song; can also click the second control in the upper right corner of the interface to set whether to display the lyrics, the font size of the lyrics, etc. In the design 4 front view, the right side area of the interface displays the accompaniment setting pop-up window, and the user can also slide up and down in the pop-up window to adjust the size of the accompaniment and the voice. The human-computer interaction description of design 5 is the same as that of design 4. In the design 6 front view, the right side area of the interface displays the lyric setting pop-up window, the user can click the switch to set whether to display the lyrics, can also drag the round button on the slide bar to adjust the font size, and can also set the screen projection function. In the design 7 front view, when the user clicks the function control with the "companion" pattern in the lower right corner of the interface, the accompaniment setting pop-up window is expanded above the function control, presenting the interface change from design 7 front view to design 7 interface change state view. In the design 8 main view, when the user clicks the function control of the two dot patterns in the lower right corner of the interface, a lyric setting pop-up window is unfolded above the function control, and the interface changes from the design 8 main view to the design 8 interface change state view. In each design view, the blank area of the interface background is a content picture, such as a song MV, an album picture, etc.

1.The name of the design product: information display area of music playing graphical user interface of electronic device. 2.The use of the design product: an electronic device. 3.The design points of the design product: the claimed part of graphical user interface in electronic device. 4.The picture or photo that best indicates the design points: design 1 front view. 5.Specify design 1 as the basic design. 6.The use of graphical user interface: graphical user interface is used for music playing. The claimed part of graphical user interface is used to display information of playing music, including displaying lyrics and author information. Design 1 front view and design 2 front view display lyrics and author information of playing music, and the user can follow the music author by clicking the follow button; the middle part of design 3 front view displays lyrics information of playing music, and highlights the lyrics of the playing phrase, and as the playing of the phrase is completed, the graphical user interface changes from design 3 front view to design 3 change state view to stop highlighting the lyrics of the phrase; the middle part of design 4 front view displays lyrics information of playing music, and highlights the lyrics of the playing phrase, and as the playing of the phrase is completed, the graphical user interface changes from design 4 front view to design 4 change state view to stop highlighting the lyrics of the phrase. 7.Other circumstances that need to be explained: the dotted line in each view of design 1 to design 4 shows part of the graphical user interface, which does not constitute the claimed part of the design.

The invention relates to a song switching method and device, broadcasting equipment, a storage medium, a program product and a vehicle, and the method comprises the steps: obtaining the position information of a currently played lyric if a song switching instruction is received; and performing song switching operation according to the lyric position information. According to the method and the device, the playing fluency of the switched songs can be effectively improved, and the user experience is improved.

1. The name of the design product: the display area of the music playing graphical user interface of an electronic device. 2. The use of the design product: an electronic device. 3. The design points of the design product: the partial graphical user interface in the electronic device. 4. The picture or photo that best shows the design points: design 1 component 1 front view. 5. Design 1 is designated as the basic design. 6. The use of the graphical user interface: the graphical user interface is a music playing interface. The partial graphical user interface that is claimed is used to display information related to playing music. Design 1 component 1 view and design 2 component 1 view are the interface displays of the rear row screen in a vehicle, and design 1 component 2 front view and design 2 component 2 front view are the interface displays of the front row screen in a vehicle. In response to the user touching or clicking the music cover in design 1 component 1 front view, the graphical user interface changes from design 1 component 1 front view to design 1 component 1 changed state view to display the lyrics and music playing control area, and design 1 component 2 front view shows the lyrics page in linkage. In response to the user touching or clicking the music cover in design 2 component 1 front view, the graphical user interface changes from design 2 component 1 front view to design 2 component 1 changed state view to display the lyrics and music playing control area, and design 2 component 2 front view shows the lyrics page in linkage. 7. Other circumstances that need to be explained: the part of the graphical user interface shown by the dashed line in each view of design 1 to design 2 does not constitute the part claimed in the present design.

The invention relates to the technical field of intelligent multimedia, and discloses a music video generation method and system based on AIGC and lyric driving, and the method comprises the steps: inputting an original song audio, selectable character images and style parameters; time axis lyrics containing timestamps are extracted through the voice recognition model; dividing the original song audio into a lyric segment and a lyric-free segment based on the timestamp; generating a split script through a large language model; extracting a person sound track of the person singing sub-mirror; generating a static / dynamic picture description text; generating a split video clip through a text generation image, a text generation video and an audio driving video model; splicing the segments and fusing the original audio, and outputting a final music video. The system corresponds to the method. According to the application, the lyrics are taken as the core to drive audio and video generation, accurate synchronization and style unification of audio and pictures are realized, the production period is shortened, the creation efficiency is improved, the creation threshold is reduced, and a high-quality music video containing a complete narrative can be output.

The invention provides a training method of an audio encoder and a song recognition method and device, and relates to the technical field of audios, the method comprises the following steps: obtaining a plurality of first training sample pairs, each first training sample pair comprising a first noisy song audio and a standard lyric text corresponding to the first noisy song audio; the noisy song audio frequency is a noisy audio frequency; for each first training sample pair, performing feature extraction on the first noisy song audio through a to-be-trained noisy audio encoder to obtain a first audio feature, and performing feature extraction on the standard lyric text through a trained text encoder to obtain a first text feature; and calculating a loss value based on the first audio feature and the first text feature, and optimizing the to-be-trained audio encoder with noise based on the loss value to obtain the trained audio encoder with noise. By the adoption of the song recognition method and device, song recognition of the semantic dimension of lyrics can be achieved under the condition that an ASR system is not used.

The embodiment of the invention relates to a model training method and device, equipment and a storage medium. The method provided herein includes constructing a set of candidate lyric content based on reference lyric content, each candidate lyric content including at least one paragraph in the reference lyric content; based on the evaluation information of the group of candidate lyric contents, determining target lyric contents meeting a preset requirement from the group of candidate lyric contents; generating description information corresponding to the target lyric content, wherein the description information indicates multiple attributes of the target lyric content; based on the description information, constructing a group of cue words corresponding to the target lyric content; and training a lyric generation model based on the group of cue words and the target lyric content. In this way, according to the embodiment of the invention, the reference lyric content can be continuously screened and iterated through multiple dimensions and steps, the quality of the reference lyric content is improved, and the lyric generation effect is optimized.

A system is provided.SOLUTION: A system comprising: means for automatically generating original lyrics and an original melody based on a theme and an atmosphere designated by a user using a generative artificial intelligence model; user interface means for receiving an input from the user; means for displaying the generated lyrics and the generated melody; and means for storing the generated lyrics and the generated melody.SELECTED DRAWING: Figure 1

The present disclosure pertains to the technical field of computers, and relates to a song screening method, a song production method, a song screening apparatus, and an electronic device. The song screening method comprises: acquiring features of a song screening target, the features of the song screening target comprising a target music feature and a target lyric feature; using a first machine learning model to determine a first matching degree between a music feature of a candidate song and the target music feature; using a second machine learning model to determine a second matching degree between a lyric feature of the candidate song and the target lyric feature; selecting, from among candidate songs, a song matching the target features according to the first matching degree and the second matching degree; and determining a target song according to the selected song.

The application discloses a singing pitch scoring method and device, equipment, medium and product, the method comprises the following steps: in response to a user singing event, playing a target song, obtaining standard pitch information of the target song, the standard pitch information contains a plurality of lyrics paragraph marks and a standard pitch set thereof; obtaining a human voice singing track of a user terminal for time delay alignment, and smoothly extracting the singing beat pitch of the human voice singing track; obtaining a plurality of beat singing pitches extracted in a time period of a currently played lyrics paragraph in the target song as a singing pitch set, performing beat pitch comparison between the standard pitch set corresponding to the singing paragraph and the singing pitch set according to the normalized pitch comparison rule, and determining the singing pitch score corresponding to the singing paragraph; obtaining the singing pitch score corresponding to all song paragraphs, and determining the final singing pitch score of the target song. The application can provide a singing pitch scoring function for users and improve the singing experience of users on the platform.

The invention relates to the technical field of lyric text analysis, and particularly discloses a music recommendation-based lyric text analysis method, which comprises the following steps of: S1, establishing an audio library containing pronunciation audios, and obtaining lyric texts of songs and corresponding audios; dividing the lyric text into a plurality of fields, and intercepting audio segments corresponding to the fields in the song audio to prepare for subsequent feature extraction; s2, extracting audio feature vectors of each audio segment, determining a pronunciation feature range by setting an included angle threshold value, and further combining to form a pronunciation feature combination of the lyric text; summarizing pronunciation feature combinations of all songs, and constructing a pronunciation feature library; s3, when a user inputs a lyric text, extracting a pronunciation feature combination of the lyric text by using the audio library, matching the pronunciation feature combination with song features in the pronunciation feature library, screening out similar target songs, and recommending the similar target songs to the user; according to the method, accurate recommendation is realized by quantifying lyric pronunciation features, and the method is suitable for music retrieval and personalized recommendation scenes.

The present disclosure provides a non-transitory computer readable medium having instructions stored thereon that, when executed by a processing device, cause the processing device to carry out an operation comprising: ingesting metadata associated with a first song including a plurality of first song lyrics; dividing the plurality of first song lyrics into corresponding lyric blocks; encoding, via a phonetic color-number pairing, each lyric block by determining a first consonantal sound of each lyric, associating the first consonantal sound with a predetermined color-number pairing, and color-coding a plurality of corresponding lyric blocks based on the predetermined color-number pairing; generating structured grids comprised of the corresponding color-coded lyric blocks and displaying the structured grids via client devices.

A system is configurable to generate a set of lyric labels by processing audio content using a first machine learning model, wherein each lyric label of the set of lyric labels is associated with a respective lyric label timestamp; generate a set of chord labels by processing the audio content using a second machine learning model, wherein each chord label of the set of chord labels is associated with a respective chord label timestamp; determine a matching lyric label from the set of lyric labels for at least one chord label of the set of chord labels based on temporal similarity of the respective chord label timestamp of the at least one chord label to the respective lyric label timestamp of the matching lyric label; and generate a display comprising lyric content and chord content that visually correlate the matching lyric label with the at least one chord label.

This application discloses a method, apparatus, storage medium, and electronic device for generating lyrics text, relating to the field of data processing technology. The method includes: obtaining a standard phonetic sequence corresponding to the initial lyrics text; constructing a multi-dimensional framework corresponding to the initial lyrics text based on the standard phonetic sequence, and extracting a target text vector corresponding to the target text input by the user based on the multi-dimensional framework; constructing a retrieval query sequence based on the rhyme information, rhythm information, and emotion information corresponding to the target text vector, and retrieving replacement lyrics text from a preset corpus based on the retrieval query sequence; generating a target lyrics text corresponding to the user based on the target text and the retrieved target replacement lyrics text, the target lyrics text being used to generate a personalized ringtone for the user. This application's ability to construct a retrieval string allows for the layering of three-dimensional hard constraints—rhyme, rhythm, and emotion—during the retrieval stage, improving the efficiency of the lyrics text generation process and enhancing the user experience.