FoleyCrafter

FoleyCrafter

by Shanghai AI Lab
FoleyCrafter is an AI video sound effects framework that automatically detects actions in videos and adds appropriate sound effects, making silent videos come to life.

What is FoleyCrafter?

FoleyCrafter is an AI video sound effects framework developed by the Shanghai AI Lab and the Chinese University of Hong Kong (Shenzhen). It automatically detects actions in videos and adds appropriate sound effects, such as footsteps, animal sounds, wind, and water sounds. FoleyCrafter can also take user prompts to adjust the sound effects, making video production simpler and more realistic.

Main Features of FoleyCrafter

  • Automatic Sound Effects: Adds various sound effects to silent videos, such as footsteps and door closing sounds, making the videos sound more realistic.
  • Sound Synchronization: Ensures that sound effects are perfectly synchronized with the actions in the video.
  • Video Understanding: Understands the content of the video and adds the most suitable sound effects.
  • Precise Timing: Ensures sound effects start and end exactly when the actions in the video occur.
  • User Commands: Adjusts sound effects based on simple text prompts like "louder" or "softer".
  • Diverse Sound Effects: Creates corresponding sound effects based on the video content, including natural sounds, game sounds, and animation sounds.

Technical Principles of FoleyCrafter

  • Pre-trained Audio Model: Based on a model that has already learned how to generate good sound effects.
  • Semantic Adapter: Watches the video to understand what is happening and generates appropriate sound effects.
  • Parallel Cross-Attention Layer: Focuses on visual information and text descriptions to decide what sound effects to generate.
  • Time Controller: Ensures that sound effects occur at the right time.
  • Onset Detector: Detects when sound effects should start.
  • Timestamp Adapter: Adjusts the generation of sound effects to ensure synchronization with video actions.
  • Text Prompt Compatibility: Generates sound effects based on text prompts.

Application Scenarios of FoleyCrafter

  • Film and Video Production: Automatically generates realistic sound effects for action scenes.
  • Game Development: Enhances immersion and realism in video games.
  • Animation Production: Automatically generates matching sound effects for animations.
  • Virtual Reality (VR) Experience: Provides precise sound effects for VR environments.

FoleyCrafter Project Links

Framework Features

Supported Tasks
Video-To-Audio Generation Sound Effect Synchronization Text-Based Audio Adjustment
Tags
AI Video Editing Sound Effects Automation Multimodal AI Video Production Audio-Visual Synchronization Text-to-Audio Pre-trained Models Open Source

Getting Started

Pricing
free

Screenshots & Images

Additional Images
View Repository View Demo Documentation

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Community & Support

GitHub Repository

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