VACE（Video Creation and Editing）是阿里巴巴通义实验室推出的一站式视频生成与编辑框架。基于整合多种视频任务（如参考视频生成、视频到视频编辑、遮罩编辑等）到一个统一模型中，实现高效的内容创作和编辑功能。VACE的核心在于Video Condition Unit（VCU），将文本、图像、视频和遮罩等多种模态输入整合为统一的条件单元，支持多种任务的灵活组合。开源的 Wan2

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Hedra是由原斯坦福大学的研究团队成立的数字创作实验室推出的AI对口型视频生成工具，专注于将人工智能技术应用于人物角色视频的生成。用户可以上传任意人物的照片和语音，Hedra会根据这些输入生成动态视频，其中人物的唇形、表情和姿态都能与语音内容完美同步。Hedra支持文本和图片生成视频，目前在免费公测中，提供无限时长的视频生成能力，单个视频最长可达30秒（开放预览版），并且每60秒的输入可以生成9

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Sparkify是谷歌推出的AI动画视频生成工具，基于Gemini 2.5和Veo 2模型。用户输入问题或复杂概念后，Sparkify能在2分钟内生成直观的动画短视频，讲解知识点。Sparkify多模态处理能力结合Google Search数据，确保内容准确且与最新信息同步。Sparkify适用于教育、科普和企业培训等领域，提升理解效率和传播效果。Sparkify目前处于内测阶段，访问官网加入等候

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