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Optimization of Multimodal Generative Models for Creative Content Generation

  • Ayushman Bhowmik,
  • Ruchi Sharma,
  • Tiansheng Yang,
  • Lu Wang,
  • Bharati Rathore,
  • Hrudaya Kumar Tripathy

摘要

This research paper presents an in-depth examination of recent developments in multimodal generative models with a specific focus on enhancing creative content generation. We introduce a novel architectural framework that seamlessly integrates text, image, and audio modalities, enabling cross-modal translation of creative concepts. Extensive empirical evaluations demonstrate the model’s proficiency in generating creative content, characterized by high quality, coherence, and diversity. In our day-to-day life, the applications are massive which include digital and physical marketing and personalizing our choices in our day-to-day life.