Moreover, our framework allows two types of facial editing, i.e., global editing via GAN inversion and intuitive editing based on 3D morphable models. Comprehensive experiments show superior video quality, flexible controllability, and editability over state-of-the-art methods.doi:10.48550/arXiv.2203.04036Yin, FeiZhang, YongCun, ...
在Wav2Lip基础上,SyncTalkFace基于memory bank的思想实现参考帧向音频对齐,没有实现姿势对齐。 LipFormer和SyncTalkFace一样使用了矢量量化的思想(VQ),但是由于数据集限制,SyncTalkFace很难生成高质量的图像。 LipFormer解决了上述问题,使用了高清的codebook和两种对齐方式。 使用LSR2数据集和自己收集的YoutubeHQ数据集...
做点了talk face generation的工作,挑了2篇近期比较典型论文和大家分享下。 一、任务描述 Defination: 给定一段音频,给定一张驱动人脸图片<face image>,生成一段由给定的人脸驱动的视频。通俗来讲,视频的内容是由这个人"说出来",为了生成更加真实的视频,嘴唇以及面部的表情应当和音频保持良好的同步。 Demo: 驱动...
首先，谈论到任务描述，talking face generation的目标是在给定语音输入的情况下，生成与之对应的自然动态面部视频。这一任务面临的主要挑战在于，人脸外观变化与语音语义之间通过细微的面部运动耦合，直接学习二者映射关系较为困难。接下来，论文DAVS：Talking Face Generation by Adversarially Disentangled Audio-...
With multi-level facial landmark attentions, the proposed audio-to-video-to-words framework can generate fine-grained talking face videos that are not only synchronous with the input audios but also maintain visual details from the input face images. Multi-purpose discriminators are also adopted ...
最近和团队的小伙伴 @swwei 做点了talk face generation的工作,挑了2篇近期比较典型论文和大家分享下。 01 任务描述 1. Defination: 给定一段音频,给定一张驱动人脸图片<face image>,生成一段由给定的人脸驱动的视频。通俗来讲,视频的内容是由这个人"说出来",为了生成更加真实的视频,嘴唇以及面部的表情应当和...
In (b), the talking face generation model is trained with facial videos with Korean speech from target speaker. For the inference, the TTS system can generate audio with the phoneme sequence from a number of languages. English, we utilize our in-house grapheme-to-phoneme al- gorithms. For...
什么是 Talking Face Generation 任务? 简单来讲,给定音频或视频后,可以让任意一个人的面部特征与输入信息保持一致。比如在下面的 Demo 视频中,通过输入一段音频,让其他五位个人都能说出这段话。如何利用这个技术?以后大家恶搞,就不只是给奥巴马、特朗普嫁接一段声音了。你可以让高晓松“燃烧我的卡路里”,也可以让好...
susanqq/Talking_Face_Generation • • 13 Apr 2018 Given an arbitrary face image and an arbitrary speech clip, the proposed work attempts to generating the talking face video with accurate lip synchronization while maintaining smooth transition of both lip and facial movement over the entire vid...
10 Dec 2024·Fatemeh Nazarieh,ZhenHua Feng,Diptesh Kanojia,Muhammad Awais,Josef Kittler· Audio-driven talking face generation is a challenging task in digital communication. Despite significant progress in the area, most existing methods concentrate on audio-lip synchronization, often overlooking aspect...