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HunyuanVideo Foley

By leveraging a vast dataset and innovative architecture, HunyuanVideo Foley delivers professional-grade audio fidelity and seamless audiovisual synchronization.
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HunyuanVideo Foley

HunyuanVideo Foley employs multimodal diffusion techniques to align audio with visual and textual cues, resulting in richly detailed and realistic sound effects.

HunyuanVideo Foley Description

HunyuanVideo Foley is an advanced AI model developed by Tencent's Hunyuan team focused on generating high-quality, richly detailed sound effects for silent videos. Leveraging multimodal diffusion and large-scale data training, it synthesizes audio that aligns tightly with video content and textual descriptions, greatly enhancing the auditory experience of visual media.

Technical Specifications

  • Architecture: Multimodal diffusion model combining video, text, and audio modalities with specialized alignment loss and audio VAE optimization.
  • Audio Sample Rate: Supports high-fidelity audio output at 48 kHz.
  • Model Components: Utilizes DAC-VAE for audio reconstruction and a multimodal transformer block for joint video and text integration.
  • Training Data: Trained on extensive datasets including Kling-Audio-Eval, VGGSound, and MovieGen-Audio, covering diverse sounds, music, and speech domains.
  • Output Features: Produces temporally synchronized, visually and semantically aligned audio streams matching video frames.

Performance Benchmarks

In comprehensive benchmarks including Kling-Audio-Eval, VGGSound-Test, and MovieGen-Audio-Bench, HunyuanVideo Foley consistently outperforms competitors like FoleyCrafter, MMAudio, V-AURA, and ThinkSound.

Benchmark Results

It consistently leads in audio fidelity, semantic alignment between visuals and sound, temporal synchronization, and distribution matching metrics, outperforming all well-known open-source models in these areas. According to both objective evaluations and professional human assessments. The model showcases robust and stable performance across a wide variety of video content and audio scenarios, confirming its reliability in diverse real-world applications.

Model Performance

Key Features

  • Automatic Foley Generation: Translates silent video and accompanying text into vibrant, context-aware sound effects.
  • Multi-Scenario Applicability: Suitable for short videos, movie post-production, advertisements, and game development.
  • High Fidelity Output: Captures fine audio details like object collisions and environmental ambiance.
  • Semantic Equalization Response: Balances input video and textual descriptions to create comprehensive soundscapes.
  • Robust Audio Reconstruction: DAC-VAE backbone ensures consistent performance across general sounds, music, and speech.

API Pricing

  • $0.0945 per 10 second.

Use Cases

  • Short and social video creation
  • Film and TV post-production sound design
  • Marketing and advertising video audio enhancement
  • Immersive audio for game development
  • Automated dubbing and Foley replacement

Generation Code Sample

Output Code Sample

Comparison with Other

vs Runway Gen-3: HunyuanVideo Foley excels in generating synchronized, high-fidelity audio for videos, while Runway Gen-3 focuses on visual text-to-video synthesis. Foley achieves better sound-to-video alignment and realism. Runway offers broader video editing tools but lacks integrated audio effect generation.

vs Luma 1.6: Foley surpasses Luma 1.6 in audio-visual semantic synchronization and sound quality. Luma 1.6 specializes in spatial and temporal video consistency without sound effect generation. Foley uniquely automates professional Foley sound creation.

vs Wan 2.1: Wan 2.1 is designed for multilingual text-to-video generation and is more accessible with lower hardware requirements. Foley focuses on high-end, computationally intensive Foley sound generation for professional use. Wan 2.1 does not support synchronized audio effects like Foley.

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