Watch Your Speech: Text-aware Video-to-Speech Synthesis with Textual Conditioning

arXiv:2610.01012 · cs.CV, cs.SD, eess.AS · Submitted 2026-10-01 · Read on arXiv

cs.CV, cs.SD, eess.AS

Submitted: 2026-10-01

Updated: 2026-10-01

Code: https://github.com/gunwoo5034/Watch-your-Speech

Terminology

• Watch Your Speech — 36× in this paper
• Accuracy — 21× in this paper · explained in 1 episode
• Fidelity — 16× in this paper · explained in 2 episodes
• Alignment — 15× in this paper · explained in 1 episode
• Attention Mechanism — 8× in this paper · explained in 3 episodes
• Adam — 7× in this paper · explained in 2 episodes
• Embeddings — 7× in this paper · explained in 2 episodes
• Ablation — 6× in this paper · explained in 1 episode
• Flow Matching — 6× in this paper · explained in 8 episodes
• Benchmark — 5× in this paper · explained in 2 episodes
• Robustness — 5× in this paper · explained in 5 episodes
• Ablation study — 4× in this paper · explained in 1 episode
• Classifier-Free Guidance — 4× in this paper
• Conditional Flow Matching — 4× in this paper
• Diffusion Model — 4× in this paper · explained in 8 episodes
• Adaptation — 3× in this paper · explained in 1 episode
• Conference on Computer Vision and Pattern Recognition — 3× in this paper
• Rectified Flow — 3× in this paper · explained in 3 episodes
• Transformer — 3× in this paper · explained in 2 episodes
• Ablation Studies — 2× in this paper · explained in 1 episode
• Consistency — 2× in this paper · explained in 3 episodes
• Core — 2× in this paper · explained in 2 episodes
• Evaluation Dimensions — 2× in this paper · explained in 3 episodes
• Feature Extraction — 2× in this paper · explained in 2 episodes
• Generative Model — 2× in this paper · explained in 2 episodes
• Generative Models — 2× in this paper · explained in 2 episodes
• Word Error Rate — 2× in this paper
• Automatic Speech Recognition — 1× in this paper
• Automatic Speech Recognition (ASR) — 1× in this paper · explained in 2 episodes
• Diffusion Models — 1× in this paper · explained in 6 episodes
• Diffusion Process — 1× in this paper · explained in 2 episodes
• Domain Adaptation — 1× in this paper · explained in 5 episodes
• Domain Shift — 1× in this paper · explained in 4 episodes
• Feed-Forward Network — 1× in this paper
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Flow Matching Model — 1× in this paper · explained in 2 episodes
• Human Intelligence Task — 1× in this paper
• Mean Opinion Score — 1× in this paper
• National Research Foundation of Korea — 1× in this paper
• Ordinary Differential Equation — 1× in this paper
• Parameter-Efficient Fine-Tuning — 1× in this paper · explained in 2 episodes

Sources

• Classifier-Free Diffusion Guidance
• Learning Audio-Visual Speech Representation by Masked Multimodal Cluster Prediction

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