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Elegance meets flexibility—our mouths master every subtle human motion! #LizMetaCustomizableVtuber #CustomizableVtuber #vtuber #Live2D

45,397 Aufrufe • vor 9 Monaten •via X (Twitter)

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Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation paper page: Recent advances in generative modeling have led to promising progress on synthesizing 3D human motion from text, with methods that can generate character animations from short prompts and specified durations. However, using a single text prompt as input lacks the fine-grained control needed by animators, such as composing multiple actions and defining precise durations for parts of the motion. To address this, we introduce the new problem of timeline control for text-driven motion synthesis, which provides an intuitive, yet fine-grained, input interface for users. Instead of a single prompt, users can specify a multi-track timeline of multiple prompts organized in temporal intervals that may overlap. This enables specifying the exact timings of each action and composing multiple actions in sequence or at overlapping intervals. To generate composite animations from a multi-track timeline, we propose a new test-time denoising method. This method can be integrated with any pre-trained motion diffusion model to synthesize realistic motions that accurately reflect the timeline. At every step of denoising, our method processes each timeline interval (text prompt) individually, subsequently aggregating the predictions with consideration for the specific body parts engaged in each action. Experimental comparisons and ablations validate that our method produces realistic motions that respect the semantics and timing of given text prompts.

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📢 Official Announcement: LizMeta Release Date! The final release date for the LizMeta Customizable VTuber Model is set for January 8th, 2026! 🗓️ Price: $ 129 USD 💰 🎁 Special Giveaway! We are selecting 15 lucky winners for a 50% OFF discount! 🥳 How to enter: RT (Retweet) + Follow + Comment! 🔄💬 Ends on the release day! ⏳ 🙏 Our Sincere Apology We are truly sorry, but creating this customizable model turned out to be much more complex than we initially thought. 😔 We originally planned to release it by the end of December. We listened to your feedback in the comments and decided to add many new features. 🛠️ However, we didn't expect this to cause our modeling software to crash frequently, which slowed our progress significantly. 💥📉 BUT!! 🎉 The good news is that we have finally solved all the technical issues! ✅ While this unavoidable delay is something we deeply regret, we are confident the final product will be worth the wait. (Why a discount instead of a free model? We wanted to make it up to you, but we chose a discount instead of a free model to prevent the risk of scalping and reselling. 🙏) ✨ What's Next? Until the release date, we will keep you updated on our progress! 📢 We can already see many of you are excited about the clothing options! 👗👔 Our wardrobe system features countless combinations, and we are currently working hard to test everything to perfection. 🔬 Thank you for your endless patience and support! ❤️ #LizMetaCustomizableVtuber #vtuber #Live2D

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