AIGC-based aisle deduction system and use method thereof

Abstract

The invention provides an AIGC-based (advanced integrated gasification control-based) aisle deduction system and a use method thereof, and belongs to the technical field of non-abandoned inheritance, and the AIGC-based aisle deduction system and the use method thereof are characterized in that the AIGC-based aisle deduction system and the use method thereof are provided; comprising a creativity input and planning module, a music and sound effect generation module, a visual design and rendering module, a performance synthesis and director module, an interactive experience and user feedback module and an education and culture transmission module, and the whole system comprises creativity excitation, content generation, user interaction and culture transmission. According to the method, a closed loop is formed, creation efficiency and viewing experience of the aisle art are improved, content is continuously iterated and optimized through intelligent analysis and an instant feedback mechanism, tight fit between works and audience requirements is ensured, the problems of low efficiency and market competitiveness in a traditional supply chain are effectively solved, and the method is suitable for popularization and application. And the live inheritance and development of the traditional cultural form of the aisle in the modern society are promoted.

Description

Technical Field

[0001] The present invention belongs to the technical field of intangible cultural heritage inheritance, and specifically relates to an AIGC-based Ningbo opera interpretation system and a method of using the same. Background Art

[0002] With the advent of the digital age, traditional cultural art forms such as Ningbo Opera are facing problems such as an aging audience, difficulty in inheriting traditional skills, and disconnection from modern aesthetics. In particular, in supply chain management and market competition, the impact of the informal gray market (i.e., a market not officially regulated) on the traditional art industry has led to a decline in profits in the formal market, pressure on manufacturers and retailers, and a negative impact on supply chain efficiency. These problems urgently require innovative solutions to maintain and promote the sustainable development of traditional arts;

[0003] In view of this, a Ningbo opera interpretation system based on artificial intelligence generated content (AIGC) and its use method came into being. This technology aims to provide a comprehensive digital solution for Ningbo opera creation and dissemination by integrating advanced AI technologies such as natural language processing, deep learning, 3D modeling and rendering. The design of the system not only takes into account the intelligence of creative generation, but also includes music and sound effects, visual design, performance synthesis, interactive experience, and educational communication, in order to solve the bottlenecks encountered by traditional art in creation, performance, dissemination and education. Through such a system, Ningbo opera works that maintain traditional charm and conform to modern aesthetic tastes can be efficiently created, while enhancing the audience's participation and experience and expanding the social influence of Ningbo opera. Summary of the invention

[0004] The purpose of the present invention is to provide a Ningbo opera interpretation system based on AIGC and a method of using the same, aiming to solve the problems in the prior art that it is impossible to deeply understand user needs through AI technology and that it is also impossible to automatically generate creative task parameters, and to automatically adjust the script style in combination with the cultural characteristics of Ningbo opera to ensure that the content respects tradition while being innovative, thereby solving the creative bottlenecks and inefficiency that may exist in the traditional screenwriting process.

[0005] To achieve the above object, the present invention provides the following technical solutions:

[0006] A Ningbo opera interpretation system based on AIGC and a method of using the same, characterized in that the system comprises: the Ningbo opera interpretation system based on AIGC comprises a creative input and planning module, a music and sound effect generation module, a visual design and rendering module, a performance synthesis and directing module, an interactive experience and user feedback module, and an education and cultural communication module.

[0007] As a preferred solution of the present invention, the creative input and planning module includes:

[0008] Demand analysis unit: Identify user intent through natural language understanding and convert it into specific parameters for the creation task;

[0009] Intelligent scriptwriting unit: not only generates text scripts, but also automatically adjusts the dialogue style to ensure that it meets the requirements of the fusion of Ningbo opera tradition and innovation.

[0010] As a preferred solution of the present invention, the music and sound effect generation module includes:

[0011] Music creation unit: Based on the deep learning model, learn the characteristics of Ningbo opera music and automatically generate music with local characteristics and emotional colors;

[0012] Sound Design Unit: Use sound synthesis technology to accurately match physical events in virtual scenes to create an immersive auditory experience.

[0013] As a preferred solution of the present invention, the visual design and rendering module includes:

[0014] Scene construction unit: Use 3D modeling and rendering technology to create virtual stage sets according to the script settings;

[0015] Character Modeling Unit: Design and render the appearance, clothing, dynamic expressions and movements of virtual actors.

[0016] As a preferred solution of the present invention, the performance synthesis and directing module includes:

[0017] Motion synthesis unit: Combines motion capture technology to generate the character's natural movements and expressions;

[0018] Director Logic Unit: Intelligently arranges camera use, character movement, etc. to simulate the real director's decision-making process.

[0019] As a preferred solution of the present invention, the interactive experience and user feedback module includes:

[0020] Interactive Design Unit: Develop functions for audiences to interact with the play, such as selecting perspectives and influencing the direction of the plot;

[0021] Data analysis unit: collects user feedback and viewing data for system performance evaluation and content optimization.

[0022] As a preferred solution of the present invention, the education and cultural communication module includes:

[0023] Teaching resource unit: Produce and provide Ningbo opera learning materials, including singing tutorials, performance demonstration videos, etc.;

[0024] Cultural Communication Unit: Organize online exhibitions and lectures to promote social recognition and dissemination of Ningbo opera art.

[0025] Compared with the prior art, the present invention has the following beneficial effects:

[0026] 1. In this solution, the core of the Ningbo opera interpretation system based on AIGC is to comprehensively use artificial intelligence to generate content technology. Through a set of precisely designed processes, from creative incubation to final performance and feedback collection, it comprehensively innovates the creation and dissemination methods of traditional Ningbo opera. First, the creative input and planning module captures the user's creative intention through natural language understanding technology and converts it into specific task parameters. On this basis, the intelligent screenwriter unit not only generates scripts, but also automatically adjusts the dialogue style according to the integration needs of Ningbo opera tradition and modern aesthetics, ensuring that the script respects tradition while not losing innovation. The music and sound effect generation module uses a deep learning model to learn the musical characteristics of Ningbo opera and automatically generates music with local customs and emotional colors. At the same time, through sound synthesis technology, it simulates physical events in virtual scenes to create an immersive auditory experience and enhance the audience's sensory involvement.

[0027] The visual design and rendering module uses 3D modeling and rendering technology to create a virtual stage according to the script settings, carefully construct each scene detail, and design the appearance, clothing, dynamic expressions and movements of virtual actors to ensure high visual fidelity and artistry. The performance synthesis and directing module uses motion capture technology to capture and synthesize the natural movements and expressions of the characters, and intelligently arranges the use of shots and the movement of characters to simulate the director's decision-making process, making the synthesized performance both realistic and full of the director's artistic considerations;

[0028] The addition of the interactive experience and user feedback module enables the audience to participate in the interaction of the repertoire instead of just passively accepting it, such as choosing different viewing angles and influencing the direction of the plot. The data analysis unit collects these feedbacks and viewing data to continuously optimize system performance and content to ensure the continuous improvement of user experience. In addition, the education and cultural communication module promotes the learning and dissemination of Ningbo Opera by providing learning materials and organizing online activities, and strengthens the educational significance and social impact of art.

[0029] The entire system forms a closed loop from creative inspiration to content generation, and then to user interaction and cultural communication. It not only improves the creative efficiency and viewing experience of Ningbo opera art, but also continuously iterates and optimizes the content through intelligent analysis and instant feedback mechanisms, ensuring that the works are closely aligned with audience needs. It effectively solves the problems of inefficiency and market competitiveness in the traditional supply chain, and promotes the living inheritance and development of Ningbo opera, a traditional cultural form, in modern society.

[0030] 2. In this plan, the interactive design unit: Multi-perspective selection: the audience can choose different perspectives, such as first-person, director's perspective or global perspective, to enhance immersion and participation, plot branch selection: the audience can make choices at key plots to affect the direction of the story, provide a unique adventure experience, and increase the value of repeated viewing, instant feedback mechanism: capture audience reactions through technology to make characters or scenes respond to audience behavior, such as adjusting the degree of humor based on laughter, community interaction function: establish an audience community, exchange feelings in real time, and even influence the plot to form a collective creative atmosphere.

[0031] 3. In this solution, the data analysis unit: User behavior tracking: Collect behavioral data during the interaction process, such as selection preferences, length of stay, and repeat viewing rate, to provide a basis for content optimization; Sentiment analysis: Analyze feedback texts in social media and comment areas to understand emotional tendencies and opinions, and evaluate the popularity of the drama and influencing factors; Performance monitoring: Monitor system stability, response speed and other indicators to ensure a smooth experience and solve technical problems in a timely manner. BRIEF DESCRIPTION OF THE DRAWINGS

[0032] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0033] Figure 1 This is a supply chain process distribution diagram of the present invention. DETAILED DESCRIPTION

[0034] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0035] Example 1

[0036] See also Figure 1 , the present invention provides the following technical solutions:

[0037] A Ningbo opera interpretation system based on AIGC and a method of using the same, characterized in that the system comprises: the Ningbo opera interpretation system based on AIGC comprises a creative input and planning module, a music and sound effect generation module, a visual design and rendering module, a performance synthesis and directing module, an interactive experience and user feedback module, and an education and cultural communication module.

[0038] In a specific embodiment of the present invention, the creative input and planning module:

[0039] Inspiration Inspiration Sub-unit: Introducing AI creative inspiration tools, which automatically generate creative sparks by analyzing a large number of Ningbo opera historical documents, classic repertoires and audience preferences, providing users with a source of inspiration;

[0040] Cultural Adaptation Verification Sub-unit: After the creative idea is generated, the draft script is verified for cultural background, language habits and traditional elements using knowledge graph technology to ensure that the content accurately reflects the essence of Ningbo opera culture;

[0041] Music and sound effects generation module:

[0042] Emotional mapping algorithm: The music creation unit uses a deep learning emotion analysis model to directly map the emotional labels in the script (such as joy, sadness, and tension) to the melody, rhythm, and harmony of the music to achieve accurate emotional expression;

[0043] Environmental acoustic simulation: The sound design unit integrates a physical acoustic engine to simulate acoustic effects in different scenarios, such as the sound of dripping water on a rainy night and the hustle and bustle of an ancient street, to enhance the realism and spatial sense of the audio.

[0044] Visual design and rendering module:

[0045] Realistic light and shadow simulation: The scene construction unit uses ray tracing technology to accurately calculate the light path and simulate the interaction between natural light and artificial light sources, making the light and shadow effects of the virtual stage close to reality;

[0046] Costume texture details: The character modeling unit uses material mapping technology and integrates the traditional costume texture database, striving to restore every stitch and thread in detail, so that the costumes of virtual characters are in line with the Ningbo opera tradition and have high-definition visual presentation;

[0047] Performance Synthesis and Directing Module:

[0048] Facial micro-expression capture: The motion synthesis unit uses high-precision facial capture technology to capture the subtle changes in professional actors' expressions, and smoothly transitions them to virtual characters through AI algorithms, increasing the vividness and appeal of the performance;

[0049] Intelligent lens language: The director logic unit not only guides lens switching according to the script, but also dynamically adjusts lens usage based on the audience emotion prediction model, such as using a tighter editing rhythm in the climax to enhance the tension and immersion of the audience;

[0050] Interactive experience and user feedback module:

[0051] Personalized plot branches: The interactive design unit developed a plot branch system based on user selection, allowing viewers to decide the direction of the story through simple interactions and enjoy a customized viewing experience;

[0052] Instant feedback loop: The data analysis unit implements machine learning algorithms to analyze audience viewing time, facial expressions and other data in real time, quickly iterate content, optimize user experience, and provide data support for subsequent creation;

[0053] Education and Cultural Communication Module:

[0054] Virtual training room: The teaching resource unit creates an online virtual training room, allowing learners to practice singing and body movements on a simulated stage, and use AR technology to achieve face-to-face teaching interaction;

[0055] Community interaction platform: The cultural communication unit establishes an online community to encourage users to share their impressions and creative experiences, hold online seminars, and form an active community of Ningbo opera enthusiasts to promote cultural inheritance and innovative exchanges.

[0056] For details, please refer to Figure 1 , the creative input and planning module includes:

[0057] Demand analysis unit: Identify user intent through natural language understanding and convert it into specific parameters for the creation task;

[0058] Intelligent scriptwriting unit: not only generates text scripts, but also automatically adjusts the dialogue style to ensure that it meets the requirements of the fusion of Ningbo opera tradition and innovation.

[0059] In this embodiment: Demand analysis unit:

[0060] Multi-dimensional information extraction: This unit uses natural language processing technology to extract key information from users' initial ideas, historical works preferences, specific cultural elements and other aspects. Through semantic analysis, it understands users' expectations for the length, theme, character setting and other aspects of the play, and converts them into quantifiable creation parameters.

[0061] Personalized demand mining: Use machine learning algorithms to analyze users’ past works or preference data, identify their unique creative style and unspoken needs, and provide more personalized guidance for script creation;

[0062] Smart Screenwriting Unit:

[0063] Automatic generation of plot structure: Based on a large number of Ningbo opera script libraries, the intelligent scriptwriting unit automatically generates a plot framework that conforms to the characteristics of Ningbo opera by analyzing the narrative mode of classic plays, including a reasonable layout of introduction, development, transition and conclusion and conflict setting, to ensure the integrity and attractiveness of the script structure;

[0064] Dialogue style adaptation engine: This functional module can not only generate dialogue content that matches the role's identity and personality traits, but also automatically adjust the wording and expression of the dialogue according to the style preferences specified by the user (such as traditional elegance, modern popular, humorous and witty, etc.), ensuring that the dialogue retains the charm of Ningbo opera while retaining its innovative vitality;

[0065] Cultural element integration strategy: The intelligent screenwriter unit has a built-in cultural material library covering local customs, historical events, folk legends, etc. Through algorithm screening and integration, these elements are cleverly integrated into the script, which not only enriches the plot level, but also enhances the cultural heritage and regional characteristics of the work;

[0066] Instant feedback and iteration: During the scriptwriting process, the system can dynamically adjust the script based on the real-time feedback from the demand analysis unit; users can preview the generated script fragments and propose revisions, and the system will respond quickly to achieve efficient and accurate iterative optimization.

[0067] For details, please refer to Figure 1 , the music and sound effect generation module includes:

[0068] Music creation unit: Based on the deep learning model, learn the characteristics of Ningbo opera music and automatically generate music with local characteristics and emotional colors;

[0069] Sound Design Unit: Use sound synthesis technology to accurately match physical events in virtual scenes to create an immersive auditory experience.

[0070] In this embodiment: Music creation unit:

[0071] Deep learning model training: This unit first trains the deep learning model through a large number of traditional Ningbo opera music samples to capture the unique melody lines, rhythm patterns and harmony of Ningbo opera music, thereby establishing a knowledge framework that can understand and generate Ningbo opera style music;

[0072] Emotion-oriented composition: In line with the emotional needs of the plot development, the music creation unit can automatically generate music passages with corresponding emotional colors according to specific situations in the script (such as joy, sadness, tension or calmness); by adjusting the timbre, melody direction and arrangement density, it can accurately express the emotions of the scene and enhance the audience's resonance;

[0073] Integration of local characteristics: Using algorithms to analyze the unique timbre and performance techniques of Ningbo opera, the creative unit will cleverly incorporate these elements when generating music, such as the melodious sound of the flute, the sorrowful sound of the erhu, or the passionate sound of gongs and drums, to ensure that the music has both traditional charm and innovation, and enhance the local cultural recognition of the work;

[0074] Sound Design Unit:

[0075] Physical simulation and sound matching: The sound design unit uses advanced sound synthesis technology and physical modeling methods to simulate actions (such as people walking, wind blowing, water flowing) and special events (such as door opening and closing, object collision) in virtual scenes, and generate sound effects that accurately match them; this not only enhances the realism of the scene, but also creates a full range of immersive experience for the audience;

[0076] Environmental atmosphere creation: In addition to the sound effects directly related to physical events, this unit can also create layered environmental background sounds such as bird calls, rain, crowd noise, etc. according to the time and space background of the scene (such as early morning, rainy night, temple fair, etc.), further deepening the atmosphere and depth of the scene;

[0077] Interactivity and dynamic response: For highly interactive media content, the sound design unit can respond to changes in user operations or plot choices in real time, dynamically adjust the intensity, direction and even content of the sound effects, ensure that the audio experience changes with the development of the plot, and enhance the overall sense of participation and immersion.

[0078] For details, please refer to Figure 1 , the visual design and rendering module includes:

[0079] Scene construction unit: Use 3D modeling and rendering technology to create virtual stage sets according to the script settings;

[0080] Character Modeling Unit: Design and render the appearance, clothing, dynamic expressions and movements of virtual actors.

[0081] In this embodiment: scene construction unit:

[0082] 3D Modeling Technology: This unit uses advanced 3D modeling software, such as Autodesk 3ds Max, Maya or Blender, to accurately construct the structure, layout and decorative details of each virtual stage according to the description in the script and the director's visual creativity; from the antique stage to the modern urban background, everything can be realistically presented;

[0083] Material and lighting design: By fine-tuning different materials, such as the texture of wood, the wrinkles of fabric or the sheen of metal, the realism of the scene is enhanced; at the same time, a complex lighting system is used to simulate the effects of natural or artificial light sources to create light and shadow changes that match the plot atmosphere. From the morning glow to the lights at night, every light has been carefully designed;

[0084] Physics engine and interactivity: The integrated physics engine enables objects in the scene to respond to physical rules such as gravity and collision, improving the real interactivity of the scene; for example, leaves swaying in the wind and ripples on the water as characters walk by, these dynamic effects make the virtual world more vivid;

[0085] Character modeling unit:

[0086] Character design and modeling: According to the script settings, designers create unique character appearances. From facial features, body proportions to personalized clothing styles, each character has its own distinct identity. 3D modeling technology ensures that the character model is perfectly presented from multiple angles.

[0087] Textures and Materials: Highly detailed texture maps are used to realistically display the skin, clothing, and other details of the characters, from the smoothness of silk to the texture of leather, making them instantly recognizable.

[0088] Dynamic expressions and motion capture: Motion capture technology is used to record the expressions and movements of real actors and then mapped onto virtual characters, making the character's performance both natural and expressive. At the same time, combined with the facial animation system, the character's emotions can be delicately conveyed, enhancing the depth of emotional expression.

[0089] Rendering and post-processing: Finally, high-performance rendering engines such as Arnold, V-Ray or Redshift are used to integrate modeling, material, lighting and animation data to generate high-quality images. The post-processing stage will adjust colors, add special effects, etc. to further enhance the visual effects and ensure that every frame reaches the artistic level of a movie.

[0090] For details, please refer to Figure 1 , the Performance Synthesis and Directing module includes:

[0091] Motion synthesis unit: Combines motion capture technology to generate the character's natural movements and expressions;

[0092] Director Logic Unit: Intelligently arranges camera use, character movement, etc. to simulate the real director's decision-making process.

[0093] In this embodiment: Action synthesis unit:

[0094] Motion capture technology: This unit uses high-precision motion capture equipment, such as optical or inertial motion capture systems, to record the body movements and subtle facial expressions of professional actors. This data is then accurately mapped to the virtual character to ensure that the character's movements are smooth and natural, and whether it is a fierce fighting scene or delicate emotional communication, it can truly reflect the actor's performance intentions;

[0095] Data processing and optimization: The captured raw data undergoes post-processing, including smoothing algorithms to reduce noise, time synchronization correction to maintain motion coherence, and motion editing to correct or enhance imperfect captured data, so that the final synthesized motion retains the essence of real performance while complying with the physical laws and aesthetic requirements of the virtual environment;

[0096] Expression and lip sync: Special emphasis is placed on the delicate processing of facial motion capture to ensure that the character's lip shape and eye expression changes perfectly match the dialogue content, achieving a more immersive viewing experience;

[0097] Director Logic Unit:

[0098] Intelligent shot planning: With the help of artificial intelligence algorithms, this unit can analyze the plot, emotional trends and character relationships of the script, and automatically generate shot scripts, including camera angles, motion trajectories (push, pull, pan, and shift), focal length changes, etc., to simulate the visual conception of the scene by an experienced director. This process not only improves work efficiency, but also ensures the coherence and creativity of visual narrative;

[0099] Scene scheduling and interactive guidance: Using virtual reality technology, the director logic unit can preview and adjust the character movement, prop arrangement and environmental interaction in the virtual scene to ensure that each shot can effectively convey the story information and emotional atmosphere. At the same time, it can also guide the interaction logic between virtual characters, making non-verbal performance elements (such as body language and eye contact) more natural and in line with the situation;

[0100] Instant feedback and adjustment: During the synthesis process, the director and the creative team can use the real-time preview function to intuitively see the synthesis effect and make instant adjustments based on the needs of visual effects and storytelling; this instant feedback mechanism greatly enhances the flexibility of creation and the artistic integrity of the work.

[0101] For details, please refer to Figure 1 , the interactive experience and user feedback module includes:

[0102] Interactive Design Unit: Develop functions for audiences to interact with the play, such as selecting perspectives and influencing the direction of the plot;

[0103] Data analysis unit: collects user feedback and viewing data for system performance evaluation and content optimization.

[0104] In this embodiment: Interaction design unit:

[0105] Multiple perspective selection: allows viewers to choose the viewing perspective according to their personal preferences, such as following a specific character's first-person perspective, the director's perspective, or a global bird's-eye view. This personalized setting greatly enhances the audience's immersion and participation;

[0106] Plot branching choices: Interactive plot points are designed so that the audience can make choices at key plot points, affecting the direction of subsequent story development. This "choose your own adventure" experience allows each audience to enjoy a unique storyline, increasing the value of repeated viewing;

[0107] Instant feedback mechanism: Capture the audience's immediate reaction through technologies such as touch screen, voice recognition or gesture control, so that characters or scenes can respond to the audience's behavior, such as the character adjusting the humor level according to the audience's laughter, creating a deeper interactive experience;

[0108] Community interaction function: establish an audience community, where audiences can communicate with other audiences in real time during the viewing process, and even influence the direction of the plot, thus forming an atmosphere of collective creation;

[0109] Data Analysis Unit:

[0110] User behavior tracking: Collect user behavior data during the interaction process through non-invasive tracking technology, such as selection preferences, stay time, repeat viewing rate, etc., to provide a basis for content optimization;

[0111] Sentiment analysis: Use natural language processing technology to analyze audience feedback texts on social media and comment areas to understand their emotional tendencies and specific opinions, and evaluate the popularity and influencing factors of the repertoire;

[0112] Performance monitoring: monitor system stability, response speed and other technical indicators to ensure a smooth user experience and promptly identify and resolve technical problems;

[0113] Iterative content optimization: Based on the results of data analysis, creators can identify which plots are popular with the audience and which interactive functions need to be improved, so as to continuously adjust and optimize the content and improve the overall quality.

[0114] For details, please refer to Figure 1 , the education and cultural communication module includes:

[0115] Teaching resource unit: Produce and provide Ningbo opera learning materials, including singing tutorials, performance demonstration videos, etc.;

[0116] Cultural Communication Unit: Organize online exhibitions and lectures to promote social recognition and dissemination of Ningbo opera art.

[0117] In this embodiment: teaching resource unit:

[0118] Singing Tutorial: Produce a series of detailed teaching videos covering the basic singing, pronunciation techniques, breathing control methods, and singing characteristics of specific roles (such as Sheng, Dan, Jing, Mo, and Chou) of Ningbo Opera, suitable for audiences of different levels from beginners to advanced learners;

[0119] Performance demonstration videos: HD videos record the performances of professional actors, including full-length demonstrations of classic plays and slow-motion analysis of key performance clips, with explanations to help learners understand the performance details such as movements, expressions, and positioning;

[0120] Interactive learning platform: Establish an online learning platform, provide personalized learning path recommendations, support users to upload their own practice videos, obtain tutor feedback, and interact with other learners to form a good learning community;

[0121] Cultural background information: Organize the historical evolution of Ningbo Opera, introduction to the genre, representative works, biographies of famous artists and other text and video materials to help learners fully understand the artistic background and cultural value of Ningbo Opera;

[0122] Cultural Communication Unit:

[0123] Online exhibition: Using virtual reality technology, an online exhibition hall will be built to display the traditional costumes, props, script manuscripts, old photos and other precious collections of Ningbo opera, with detailed explanations and interactive experiences, so that the audience can feel as if they are there in person and have a deeper understanding of the artistic charm of Ningbo opera;

[0124] Expert lectures and workshops: Regularly invite experts and artists in the field of Ningbo opera to conduct online lectures covering the history, theory, performance techniques, and innovative trends of Ningbo opera. At the same time, organize online workshops to teach practical skills such as singing and body movements, and encourage the public to participate in the experience;

[0125] Social media and cooperation projects: Use Weibo, WeChat public accounts, Douyin and other social platforms to release Ningbo opera-related information, highlights, and behind-the-scenes footage to attract the attention of young audiences. Cooperate with schools and cultural institutions to carry out activities such as Ningbo opera on campus and cultural week to expand its influence;

[0126] International Exchange: Promote Ningbo Opera to the international stage through translated subtitles, multi-language versions of plays, cross-border live broadcasts, etc., participate in international drama festivals and art exchange activities, and promote global understanding and appreciation of Chinese traditional drama culture.

[0127] Working principle and use process of the present invention: The core of the Ningbo opera interpretation system based on AIGC is to comprehensively use artificial intelligence to generate content technology. Through a set of precisely designed processes, from creative incubation to final performance and feedback collection, it comprehensively innovates the creation and dissemination methods of traditional Ningbo opera. First, the creative input and planning module captures the user's creative intent through natural language understanding technology and converts it into specific task parameters. On this basis, the intelligent screenwriter unit not only generates scripts, but also automatically adjusts the dialogue style according to the integration requirements of Ningbo opera tradition and modern aesthetics, ensuring that the script respects tradition while not losing innovation. The music and sound effect generation module uses a deep learning model to learn the musical characteristics of Ningbo opera and automatically generates music with local customs and emotional colors. At the same time, through sound synthesis technology, it simulates physical events in virtual scenes to create an immersive auditory experience and enhance the audience's sensory involvement.

[0128] The visual design and rendering module uses 3D modeling and rendering technology to create a virtual stage according to the script settings, carefully construct each scene detail, and design the appearance, clothing, dynamic expressions and movements of virtual actors to ensure high visual fidelity and artistry. The performance synthesis and directing module uses motion capture technology to capture and synthesize the natural movements and expressions of the characters, and intelligently arranges the use of shots and the movement of characters to simulate the director's decision-making process, making the synthesized performance both realistic and full of the director's artistic considerations;

[0129] The addition of the interactive experience and user feedback module enables the audience to participate in the interaction of the repertoire instead of just passively accepting it, such as choosing different viewing angles and influencing the direction of the plot. The data analysis unit collects these feedbacks and viewing data to continuously optimize system performance and content to ensure the continuous improvement of user experience. In addition, the education and cultural communication module promotes the learning and dissemination of Ningbo Opera by providing learning materials and organizing online activities, and strengthens the educational significance and social impact of art.

[0130] The entire system forms a closed loop from creative inspiration to content generation, and then to user interaction and cultural communication. It not only improves the creative efficiency and viewing experience of Ningbo opera art, but also continuously iterates and optimizes the content through intelligent analysis and instant feedback mechanisms, ensuring that the works are closely aligned with audience needs. It effectively solves the problems of inefficiency and market competitiveness in the traditional supply chain, and promotes the living inheritance and development of Ningbo opera, a traditional cultural form, in modern society.

[0131] Finally, it should be noted that the above description is only a preferred embodiment of the present invention and is not intended to limit the present invention. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art can still modify the technical solutions described in the aforementioned embodiments or replace some of the technical features therein by equivalents. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection scope of the present invention.

Claims

1. A Ningbo opera interpretation system based on AIGC and a method of using the same, characterized in that: include: The AIGC Ningbo Opera interpretation system includes a creative input and planning module, a music and sound effect generation module, a visual design and rendering module, a performance synthesis and directing module, an interactive experience and user feedback module, and an education and cultural communication module.

2. According to the AIGC-based Ningbo opera interpretation system and its use method according to claim 1, it is characterized in that: The creative input and planning module includes: Demand analysis unit: Identify user intent through natural language understanding and convert it into specific parameters for the creation task; Intelligent scriptwriting unit: not only generates text scripts, but also automatically adjusts the dialogue style to ensure that it meets the requirements of the fusion of Ningbo opera tradition and innovation.

3. According to the AIGC-based Ningbo opera interpretation system and its use method according to claim 2, it is characterized in that: The music and sound effect generation module includes: Music creation unit: Based on the deep learning model, learn the characteristics of Ningbo opera music and automatically generate music with local characteristics and emotional colors; Sound Design Unit: Use sound synthesis technology to accurately match physical events in virtual scenes to create an immersive auditory experience.

4. According to claim 3, the AIGC-based Ningbo opera interpretation system and its use method are characterized in that: The visual design and rendering module includes: Scene construction unit: Use 3D modeling and rendering technology to create virtual stage sets according to the script settings; Character Modeling Unit: Design and render the appearance, clothing, dynamic expressions and movements of virtual actors.

5. According to the AIGC-based Ningbo opera interpretation system and its use method according to claim 4, it is characterized in that: The Performance Synthesis and Directing module includes: Motion synthesis unit: Combines motion capture technology to generate the character's natural movements and expressions; Director Logic Unit: Intelligently arranges camera use, character movement, etc. to simulate the real director's decision-making process.

6. The AIGC-based Ningbo opera interpretation system and its use method according to claim 5, characterized in that: The interactive experience and user feedback module includes: Interactive Design Unit: Develop functions for audiences to interact with the play, such as selecting perspectives and influencing the direction of the plot; Data analysis unit: collects user feedback and viewing data for system performance evaluation and content optimization.

7. The AIGC-based Ningbo opera interpretation system and its use method according to claim 6, characterized in that: The education and cultural communication module includes: Teaching resource unit: Produce and provide Ningbo opera learning materials, including singing tutorials, performance demonstration videos, etc.; Cultural Communication Unit: Organize online exhibitions and lectures to promote social recognition and dissemination of Ningbo opera art.

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