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...
Photo-realistic Video Generator 五、SIGGRAPH Asia 21 Live Speech Portraits: Real-time Photorealistic Talking-head Animation 六、CVPR'21 Flow-guided One-shot Talking Face Generation with a High-resolution 七、Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation 八、Pose-Controllable Talkin...
CUDA_VISIBLE_DEVICES=0 python demo.py --config config/vox-adv-256.yaml --driving_video path/to/driving --source_image path/to/source --checkpoint path/to/checkpoint --relative --adapt_scale --kp_num 15 --generator DepthAwareGenerator ...
Depth-Aware Generative Adversarial Network for Talking Head Video Generation -Supplementary Material- Fa-Ting Hong1 Longhao Zhang2 Li Shen2 Dan Xu1* 1Department of Computer Science and Engineering, HKUST 2Alibaba Cloud fhongac@cse.ust.hk, longhao.zlh@alibaba-inc.com, lshen.lsh@gmail...
We present ManiTalk, the first manipulable audio-driven talking head generation system. Our system consists of three stages. In the first stage, the proposed Exp Generator and Pose Generator generate synchronized talking landmarks and presentation-style head poses. In the second stage, we ...
The randomly selected frames will remain the same for each epoch, but we still put a different random frame aside for the Generator every time, and we believe that all frames of a video are relatively similar, so this might not have a big negative impact on the training of the Embedder....
To do this, we use an existing encoder to invert the generator, mapping from each video frame into the latent space. We train a recurrent neural network to map from speech utterances to displacements in the latent space of the image generator. These displacements are relative to the back-...
Highly Accurate Photo to 3D Head Creation Life-like Auto Animation from Audio Auto Lip-sync from Recorded Audio, WAV Files, and Text Puppeteer Facial Expressions with Mouse Movements Learn About CrazyTalk Features WHO USES CRAZYTALK Transform any image into a starring animated talking character for...
For natural head motion, a novel learnable head pose codebook with a two-phase training mechanism is proposed. In the second stage, we proposed a dual branch motion-vae and a generator to transform the meshes into dense motion and synthesize high-quality video frame-by-frame. Extensive ...
提出了一种图像运动场发生器来产生基于关键点的密集运动场,从而能够控制生成视频的时空一致性(OcclusionAwareGenerator)在视觉质量和有节奏的头部运动方面实现了最先进的结果。 2、相关工作 Speech-driven Talking-head Generation Video-driven Talking-head Generation 相关文档 呵呵哒:【talking-head】:MCNET(单张图像+...