Fabric 1.0 Image to Video
Input
Hint: Drag and drop image files from your computer, images from web pages, paste from clipboard (Ctrl/Cmd+V), or provide a URL. Accepted file types: jpg, jpeg, png, webp, gif, avif
Hint: Drag and drop audio files from your computer, audio from web pages, paste from clipboard (Ctrl/Cmd+V), or provide a URL. Accepted file types: mp3, ogg, wav, m4a, aac
Logs
VEED Fabric 1.0 | [image-to-video]
VEED's Fabric 1.0 transforms static images into talking videos at $0.08-$0.15 per second of output. Trading broad animation capabilities for specialized lip-sync precision, the model accepts any image and audio input, synchronizing mouth movements to speech with resolution options up to 720p. Built for avatar creation and video personalization workflows where realistic speech animation matters more than general motion generation.
Use Cases: Talking Avatar Creation | Video Personalization | Educational Content | Marketing Videos
Performance
Fabric 1.0 operates in a specialized niche, image-to-video with audio-driven lip synchronization, where pricing scales with output duration rather than per-inference costs common in other video generation models.
| Metric | Result | Context |
|---|---|---|
| Resolution Options | 480p, 720p | Two quality tiers balancing cost and visual fidelity |
| Cost per Second | $0.08 (480p), $0.15 (720p) | Duration-based pricing scales with video length |
| Input Requirements | Image + Audio | Dual-input architecture for synchronized lip animation |
| Output Format | MP4 video | Standard web-compatible format for immediate deployment |
| Related Endpoints | Fabric 1.0 Fast | Speed-optimized variant trading accuracy for faster generation |
Audio-Synchronized Animation Architecture
Fabric 1.0 uses a dual-input pipeline that processes both visual and audio data streams simultaneously, contrasting with standard video generation models that rely solely on text prompts or single-image inputs. The model analyzes audio waveforms to extract phoneme timing and intensity, then maps these features to facial keypoints for realistic mouth movement synthesis.
What this means for you:
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Precise Lip-Sync Control: Audio-driven animation ensures mouth movements match speech timing and phonetics, eliminating the manual keyframe work required in traditional animation workflows
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Flexible Input Handling: Accepts any image format (JPG, PNG, WebP, GIF, AVIF) paired with common audio formats (MP3, OGG, WAV, M4A, AAC) via URL or direct upload through the fal API
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Resolution Flexibility: Choose 480p for rapid prototyping and cost efficiency or 720p for production-quality output based on your deployment requirements
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Single-API Simplicity: One endpoint handles the entire image-to-talking-video pipeline, eliminating the need to chain separate face detection, audio analysis, and video synthesis services
Technical Specifications
| Spec | Details |
|---|---|
| Architecture | VEED Fabric 1.0 |
| Input Formats | Images: JPG, JPEG, PNG, WebP, GIF, AVIF; Audio: MP3, OGG, WAV, M4A, AAC |
| Output Formats | MP4 video |
| Resolution Options | 480p, 720p |
| License | Commercial use permitted (Partner model) |
API Documentation | Quickstart Guide | Enterprise Pricing
How It Stacks Up
MuseTalk Image to Video ($0.04 per inference) – Fabric 1.0 uses duration-based pricing ($0.08-$0.15/second) versus MuseTalk's per-inference model, making direct cost comparison dependent on output length. MuseTalk offers fixed-cost predictability for budget planning, while Fabric 1.0's tiered resolution system provides quality-cost flexibility for different production requirements.
Kling Video v2.6 Pro Image to Video (pricing varies) – Fabric 1.0 specializes in audio-synchronized talking videos with dual-input architecture, while Kling v2.6 Pro handles broader image-to-video animation including camera movements and scene dynamics. Kling suits general video generation workflows; Fabric 1.0 optimizes specifically for lip-sync accuracy in avatar and personalization use cases.
Fabric 1.0 Fast (reduced pricing) – The Fast variant trades animation quality and precision for faster generation speeds at lower cost, ideal for high-volume applications where approximate lip-sync suffices. Standard Fabric 1.0 prioritizes accuracy and output quality for production deployments where speech synchronization fidelity matters.