Search Results for author: Maryam Qamar

Found 4 papers, 0 papers with code

A Survey on Graph Diffusion Models: Generative AI in Science for Molecule, Protein and Material

no code implementations4 Apr 2023 Mengchun Zhang, Maryam Qamar, Taegoo Kang, Yuna Jung, Chenshuang Zhang, Sung-Ho Bae, Chaoning Zhang

Diffusion models have become a new SOTA generative modeling method in various fields, for which there are multiple survey works that provide an overall survey.

A Survey on Audio Diffusion Models: Text To Speech Synthesis and Enhancement in Generative AI

no code implementations23 Mar 2023 Chenshuang Zhang, Chaoning Zhang, Sheng Zheng, Mengchun Zhang, Maryam Qamar, Sung-Ho Bae, In So Kweon

This work conducts a survey on audio diffusion model, which is complementary to existing surveys that either lack the recent progress of diffusion-based speech synthesis or highlight an overall picture of applying diffusion model in multiple fields.

Speech Enhancement Speech Synthesis +1

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