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

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

23 March 2023

Chenshuang Zhang

Mengchun Zhang

In So Kweon

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

11 / 11 papers shown

Title
Wasserstein Convergence of Score-based Generative Models under Semiconvexity and Discontinuous Gradients Stefano Bruno Sotirios Sabanis DiffM 29 0 0 06 May 2025
Diffuse or Confuse: A Diffusion Deepfake Speech Dataset Anton Firc K. Malinka P. Hanáček DiffM 21 0 0 09 Oct 2024
Diffusion Models for Generating Ballistic Spacecraft Trajectories Tyler Presser Agnimitra Dasgupta Daniel Erwin Assad A. Oberai DiffM 27 3 0 20 May 2024
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need? Chaoning Zhang Chenshuang Zhang Sheng Zheng Yu Qiao Chenghao Li ... Lik-Hang Lee Yang Yang Heng Tao Shen In So Kweon Choong Seon Hong 72 152 0 21 Mar 2023
WaveFit: An Iterative and Non-autoregressive Neural Vocoder based on Fixed-Point Iteration Yuma Koizumi Kohei Yatabe Heiga Zen M. Bacchiani DiffM 39 28 0 03 Oct 2022
Guided-TTS 2: A Diffusion Model for High-quality Adaptive Text-to-Speech with Untranscribed Data Sungwon Kim Heeseung Kim Sung-Hoon Yoon DiffM 182 52 0 30 May 2022
GenerSpeech: Towards Style Transfer for Generalizable Out-Of-Domain Text-to-Speech Rongjie Huang Yi Ren Jinglin Liu Chenye Cui Zhou Zhao OODD VLM 115 34 0 15 May 2022
ItôWave: Itô Stochastic Differential Equation Is All You Need For Wave Generation Shoule Wu Ziqiang Shi DiffM 156 9 0 29 Jan 2022
DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs Songxiang Liu Dan Su Dong Yu DiffM 68 65 0 28 Jan 2022
Denoising Diffusion Restoration Models Bahjat Kawar Michael Elad Stefano Ermon Jiaming Song DiffM 204 770 0 27 Jan 2022
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 204 222 0 25 Sep 2019