人工智能生成的3D化身：推动教育、零售和娱乐的参与

DRIVE ENGAGEMENTIN EDUCATION, RETAIL,AND ENTERTAINMENT As they interact with more digital products at a younger age, children are becomingincreasingly tech-savvy. At the same time, they require more sophisticated media andmaterials to keep them engaged. Key to gaining and holding their attention is the creationof real-time, interactive experiences designed to enhance educational, entertainment, andgaming experiences. Generative AI and edge computing advancements help address evolving needs in education,gaming, and smart technologies by delivering scalable and accessible solutions for children.AI platforms that generate 3D avatars offer a new solution for keeping users attentive andinterested. MARKET TRENDS AND GROWINGDEMAND FOR 3D AVATARS AI-generated 3D avatars are no longer just a luxury. They address evolving tastes andexpectations across a wide swath of sectors, including: Rise of AI in entertainment: As AI continues to evolve, its use in creating lifelike characters and environmentsis becoming standard practice in gaming and animation. AI streamlines contentcreation, reducing development time and costs. Edge computing: Edge computing is critical for delivering low-latency, high-performanceapplications. For child-friendly platforms, edge computing enables smoothinteractions without requiring high-end hardware, making the technology moreaccessible. Multilingual and multiplatform demand: As digital content becomes more global, there is increasing demand for avatarsthat support multiple languages and platforms, making this flexibility essentialfor reaching diverse audiences. Customization and personalization: Modern consumers, especially in education and entertainment, expectpersonalized experiences. The ability to customize avatars with unique voices,behaviors, and appearances makes them more engaging, particularly forchildren, where personalization enhances educational impact. The market for AI-generated 3D avatars is growing rapidly, driven by demand acrossentertainment, education, and social media sectors. Gaming and cartoon productionare especially poised for innovation as developers look to create more interactive andpersonalized experiences for users. The demand for 3D avatars and AI-driven solutions is expanding rapidly: Global market growth: The global 3D avatar market is expected to grow from $7.55 billion in 2022 to$283.47 billion by 2032, at a CAGR of 43.7%. Educational technology: The education market alone is projected to grow from $4.5 billion in 2023 to$12 billion by 2032, offering immense opportunities for avatars in learningapplications. Gaming non-playable characters (NPCs): This market is forecasted to grow from $8.67 billion in 2023 to $22.3 billion by2032, driven by demand for interactive storytelling and personalized gaming. INNOVATION LEADS TO MOREENGAGING AVATARS Growing demand is due, in part, to the availability of higher quality AI-generated 3D avatars,which benefit from the latest advancements in AI, edge computing, and 3D modeling. Keycomponents include: Custom voice text-to-speech (TTS): This system allows avatars to speak naturally and engagingly. The TTS enginecan retrain using real studio voices, delivering branded voice experiencesin multiple languages. Technical tests show a 2x reduction in TTS latencycompared to leading alternatives, with speech generated in under 2.6seconds. Lip sync: Using tools like Audio2Face and OVR Lip Sync, the avatars deliver smooth,real-time lip movements that sync with speech. OVR Lip Sync is optimized foredge computing, reducing costs while maintaining performance. Large language models (LLMs): Testing with models like JSLM and retrieval-augmented generation (RAG)-based systems (such as CLAUDE2 and TITAN) shows that quantized modelsreduce latency to as low as 200ms, supporting dynamic content generationand customization. Running on the edge: By leveraging edge computing, the avatars operate using a single GPU cloudinstance per session, significantly reducing the need for high-performancehardware on the client side while maintaining excellent performance. Experimental JSLM: Early tests with JSLM demonstrate its promise in delivering rapid, efficientavatar responses. Integration with automatic speech recognition (ASR)further enhances voice interaction speeds. EXPANDING USE CASES FORAI-GENERATED 3D AVATARS As AI-generated 3D avatars become increasingly sophisticated, new opportunities arise forimplementing the technology. Some use cases offering significant ROI include: Language learning The U.S. alone employs over 47,000 language teachers, yet the sector faces a teachershortage, with an average annual salary of $67,000 per teacher. Globally, languageeducation is a multibillion-dollar market with a high demand for scalable solutions thatreduce reliance on traditional teaching methods. Current language learning tools needmore personalized interactivity, limiting their effectiveness. Teachers often need helpto e