DAWN的主要贡献: DAWN提出了目前首个通用talking head视频非自回归生成框架,在仅在短视频上训练的条件下,能够稳定生成远超于训练长度的talking head视频。 文章试图解决的问题 本文面向Audio-driven talking head generation 任务, 其目标是利用任意一张人物肖像和音频,生成该人物talking head的视频。目前,基于扩散模型的...
💬 An extensive collection of exceptional resources dedicated to the captivating world of talking face synthesis! ⭐ If you find this repo useful, please give it a star! 🤩 papersynthesisarxivtalking-headtalking-face-generationaudio-driventalking-head-video-generation ...
Talking Head Video Generation talking head主要包含两类:图像驱动和音频驱动。 图像驱动是从驱动视频中获取动作信息,与目标图像合成,得到合成结果。包含几个要点:运动信息的准确性+目标图像的ID保真。有利用3DMM方法提取运动信息和脸部信息,将不同的运动信息和人脸信息组合生成新视频结果的方法。也有利用预训练的人脸模...
Talking-head video generationLong short-term semanticsSemi-autoregressiveGenerative adversarial network (GAN)One-shot talking-head video generation involves a face-appearance source image and a series of motions extracted from driving frames to produce a coherent video. Most existing methods merely use ...
Talking head video generation aims to produce a synthetic human face video that contains the identity and pose information respectively from a given source image and a driving video.Existing works for this task heavily rely on 2D representations (e.g. appearance and motion) learned from the input...
在第三部分中,我们将回顾并分析talking-head generation在不同领域中的应用情况,包括视频制作与特效应用、虚拟角色设计与动画制作,以及教育和娱乐产业中的应用。接着,在第四部分中,我们将讨论talking-head generation所面临的挑战与问题,如夸张表情生成困难性、语音与图像不匹配问题以及数据隐私和伦理考虑问题。最后,在...
《Motion Picture Soundtrack》—Radiohead 03:21 虽然封面有点乱,但却可能是本年度最好听的歌。一起听《My Red Little Fox》—Sufjan Stevens 03:44 或许看完这个视频你会明白,有些音乐并不是为了好听而存在的。一起听《Lesson No. 2》—Glenn Branca 04:56 像棉花糖一样甜,像云朵一样软的歌。《...
Mesh-To-Video 阶段通过双分支 Motion-VAE 模型学习 2D 密集运动，并结合投影纹理表示和 NCC 方法渲染 3D 面度纹理，进一步增强嘴唇运动的建模。实验结果表明，VividTalk 在唇形同步、面部表情丰富度、头部姿势自然度以及视频质量方面表现优秀，优于以往同类方法。总结，VividTalk 框架在两阶段训练、中间表示...
Talking Head (3D)Demo VideosVideoDescription I chat with Jenny and Harri. The close-up view allows you to evaluate the accuracy of lip-sync in both English and Finnish. Using GPT-3.5 and Microsoft text-to-speech. A short demo of how AI can control the avatar's movements. Using OpenAI'...
Talking-head video generation with long short-term contextual semantics Generative adversarial network (GAN)One-shot talking-head video generation involves a face-appearance source image and a series of motions extracted from ... Z Jing,H Bie,J Wang,... - 《Applied Intelligence》 被引量: 0发表...