1. BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis
    Yichong Leng, Zehua Chen, Junliang Guo, Haohe Liu, Jiawei Chen, Xu Tan, Danilo Mandic, Lei He, Xiang-Yang Li, Tao Qin, Sheng Zhao, Tie-Yan Liu
    arXiv 2022. Paper  
    2022-05-30
    2022-05-30
  2. FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis
    Rongjie Huang1, Max W. Y. Lam1, Jun Wang, Dan Su, Dong Yu, Yi Ren, Zhou Zhao
    arXiv 2022. Paper   Project  
    2022-04-21
    2022-04-21
  3. SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping
    Yuma Koizumi, Heiga Zen, Kohei Yatabe, Nanxin Chen, Michiel Bacchiani
    arXiv 2022. Paper  
    2022-03-31
    2022-03-31
  4. BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis
    Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu
    ICLR 2022. Paper   Github  
    2022-03-25
    2022-03-25
  5. ItôWave: Itô Stochastic Differential Equation Is All You Need For Wave Generation
    Shoule Wu1, Ziqiang Shi1
    arXiv 2022. Paper   Project  
    2022-01-29
    2022-01-29
  6. Itô-Taylor Sampling Scheme for Denoising Diffusion Probabilistic Models using Ideal Derivatives
    Hideyuki Tachibana, Mocho Go, Muneyoshi Inahara, Yotaro Katayama, Yotaro Watanabe
    arXiv 2021. Paper  
    2021-12-26
    2021-12-26
  7. Denoising Diffusion Gamma Models
    Eliya Nachmani1, Robin San Roman1, Lior Wolf
    arXiv 2021. Paper  
    2021-10-10
    2021-10-10
  8. Variational Diffusion Models
    Diederik P. Kingma, Tim Salimans, Ben Poole, Jonathan Ho
    arXiv 2021. Paper   Github  
    2021-07-01
    2021-07-01
  9. CRASH: Raw Audio Score-based Generative Modeling for Controllable High-resolution Drum Sound Synthesis
    Simon Rouard1, Gaëtan Hadjeres1
    arXiv 2021. Paper   Project  
    2021-06-14
    2021-06-14
  10. PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Driven Adaptive Prior
    Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu
    arXiv 2021. Paper   Project  
    2021-06-11
    2021-06-11
  11. DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism
    Jinglin Liu1, Chengxi Li1, Yi Ren1, Feiyang Chen, Peng Liu, Zhou Zhao
    arXiv 2021. Paper   Project   Github  
    2021-05-06
    2021-05-06
  12. Symbolic Music Generation with Diffusion Models
    Gautam Mittal, Jesse Engel, Curtis Hawthorne, Ian Simon
    arXiv 2021. Paper   Code  
    2021-03-30
    2021-03-30
  13. DiffWave: A Versatile Diffusion Model for Audio Synthesis
    Zhifeng Kong, Wei Ping, Jiaji Huang, Kexin Zhao, Bryan Catanzaro
    ICLR 2021. Paper   Github  
    2020-09-21
    2020-09-21
  14. WaveGrad: Estimating Gradients for Waveform Generation
    Nanxin Chen, Yu Zhang, Heiga Zen, Ron J. Weiss, Mohammad Norouzi, William Cha
    ICLR 2021. Paper   Project   Github  
    2020-09-02
    2020-09-02
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