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Add AudioLDM 2: A Universal Framework for Cross-Modal Audio Generatio… #89

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This PR adds AudioLDM 2, a groundbreaking multimodal framework that introduces a universal "language of audio" (LOA) approach for audio generation across different modalities. The contribution is significant for A2A systems as it demonstrates:

  • Novel unified approach to audio generation across speech, music, and sound effects
  • Self-supervised learning framework using AudioMAE for audio representation
  • Cross-modal translation capabilities using GPT-2
  • Practical implementation with reproducible results

The resource includes:

  • Original analysis of its A2A significance
  • Technical implementation details
  • Code examples for inference
  • Links to paper and official repository

This addition enriches the repository's multimodal AI section with a cutting-edge approach to cross-modal audio generation.

…n to A2A Resources

This PR adds AudioLDM 2, a groundbreaking multimodal framework that introduces a universal "language of audio" (LOA) approach for audio generation across different modalities. The contribution is significant for A2A systems as it demonstrates:

- Novel unified approach to audio generation across speech, music, and sound effects
- Self-supervised learning framework using AudioMAE for audio representation
- Cross-modal translation capabilities using GPT-2
- Practical implementation with reproducible results

The resource includes:
- Original analysis of its A2A significance
- Technical implementation details
- Code examples for inference
- Links to paper and official repository

This addition enriches the repository's multimodal AI section with a cutting-edge approach to cross-modal audio generation.
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