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Image Credit: Arxiv

Taming Multimodal Joint Training for High-Quality Video-to-Audio Synthesis

  • Researchers propose a multimodal joint training framework called MMAudio for high-quality video-to-audio synthesis.
  • MMAudio is trained using both video and text-audio data to generate semantically aligned audio samples.
  • A conditional synchronization module improves audio-visual synchrony at the frame level.
  • MMAudio achieves state-of-the-art performance in audio quality, semantic alignment, and audio-visual synchronization with low inference time and parameter count.

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