DiffWave: A Versatile Diffusion Model for Audio Synthesis

21 September 2020

Papers citing "DiffWave: A Versatile Diffusion Model for Audio Synthesis"

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Title
Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation Ye Zhu Yuehua Wu Kyle Olszewski Jian Ren Sergey Tulyakov Yan Yan DiffM 20 47 0 15 Jun 2022
Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models Fan Bao Chongxuan Li Jiacheng Sun Jun Zhu Bo Zhang DiffM 21 72 0 15 Jun 2022
Adversarial Audio Synthesis with Complex-valued Polynomial Networks Yongtao Wu Grigorios G. Chrysos V. Cevher DiffM 4 4 0 14 Jun 2022
Multi-instrument Music Synthesis with Spectrogram Diffusion Curtis Hawthorne Ian Simon Adam Roberts Neil Zeghidour Josh Gardner Ethan Manilow Jesse Engel DiffM 21 48 0 11 Jun 2022
How Much is Enough? A Study on Diffusion Times in Score-based Generative Models Giulio Franzese Simone Rossi Lixuan Yang A. Finamore Dario Rossi Maurizio Filippone Pietro Michiardi DiffM 13 46 0 10 Jun 2022
BigVGAN: A Universal Neural Vocoder with Large-Scale Training Sang-gil Lee Wei Ping Boris Ginsburg Bryan Catanzaro Sung-Hoon Yoon 17 224 0 09 Jun 2022
Neural Diffusion Processes Vincent Dutordoir Alan D. Saul Zoubin Ghahramani F. Simpson DiffM 38 37 0 08 Jun 2022
Universal Speech Enhancement with Score-based Diffusion Joan Serra Santiago Pascual Jordi Pons R. O. Araz D. Scaini DiffM 17 95 0 07 Jun 2022
Zero-Shot Voice Conditioning for Denoising Diffusion TTS Models Alon Levkovitch Eliya Nachmani Lior Wolf DiffM 19 29 0 05 Jun 2022
Score-Based Generative Models Detect Manifolds Jakiw Pidstrigach DiffM 24 70 0 02 Jun 2022
DiVAE: Photorealistic Images Synthesis with Denoising Diffusion Decoder Jie Shi Chenfei Wu Jian Liang Xiang Liu Nan Duan DiffM 9 25 0 01 Jun 2022
Elucidating the Design Space of Diffusion-Based Generative Models Tero Karras M. Aittala Timo Aila S. Laine DiffM 50 1,826 0 01 Jun 2022
Improved Vector Quantized Diffusion Models Zhicong Tang Shuyang Gu Jianmin Bao Dong Chen Fang Wen DiffM 178 63 0 31 May 2022
Few-Shot Diffusion Models Giorgio Giannone Didrik Nielsen Ole Winther DiffM 183 49 0 30 May 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 196 52 0 30 May 2022
BinauralGrad: A Two-Stage Conditional Diffusion Probabilistic Model for Binaural Audio Synthesis Yichong Leng Zehua Chen Junliang Guo Haohe Liu Jiawei Chen ... Lei He Xiang-Yang Li Tao Qin Sheng Zhao Tie-Yan Liu DiffM 51 58 0 30 May 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 773 0 27 May 2022
Accelerating Diffusion Models via Early Stop of the Diffusion Process Zhaoyang Lyu Xu Xudong Ceyuan Yang Dahua Lin Bo Dai DiffM 193 92 0 25 May 2022
The ICML 2022 Expressive Vocalizations Workshop and Competition: Recognizing, Generating, and Personalizing Vocal Bursts Alice Baird Panagiotis Tzirakis Gauthier Gidel Marco Jiralerspong Eilif B. Muller Kory W. Mathewson Björn Schuller Erik Cambria D. Keltner Alan S. Cowen VLM 28 30 0 03 May 2022
Parallel Synthesis for Autoregressive Speech Generation Po-Chun Hsu Da-Rong Liu Andy T. Liu Hung-yi Lee 34 5 0 25 Apr 2022
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis Rongjie Huang Max W. Y. Lam J. Wang Dan Su Dong Yu Yi Ren Zhou Zhao DiffM 28 164 0 21 Apr 2022
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond Yisheng Xiao Lijun Wu Junliang Guo Juntao Li M. Zhang Tao Qin Tie-Yan Liu 3DV MedIm AI4CE 30 82 0 20 Apr 2022
A Post Auto-regressive GAN Vocoder Focused on Spectrum Fracture Zhe-ming Lu Mengnan He Ruixiong Zhang Caixia Gong GAN 9 2 0 12 Apr 2022
The Sillwood Technologies System for the VoiceMOS Challenge 2022 Jiameng Gao 18 0 0 08 Apr 2022
Video Diffusion Models Jonathan Ho Tim Salimans Alexey A. Gritsenko William Chan Mohammad Norouzi David J. Fleet DiffM VGen 44 1,504 0 07 Apr 2022
Perception Prioritized Training of Diffusion Models Jooyoung Choi Jungbeom Lee Chaehun Shin Sungwon Kim Hyunwoo J. Kim Sung-Hoon Yoon DiffM 22 232 0 01 Apr 2022
Speech Enhancement with Score-Based Generative Models in the Complex STFT Domain Simon Welker Julius Richter Timo Gerkmann DiffM 22 110 0 31 Mar 2022
SpecGrad: Diffusion Probabilistic Model based Neural Vocoder with Adaptive Noise Spectral Shaping Yuma Koizumi Heiga Zen Kohei Yatabe Nanxin Chen M. Bacchiani DiffM 23 45 0 31 Mar 2022
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion Tianpei Gu Guangyi Chen Junlong Li Chunze Lin Yongming Rao Jie Zhou Jiwen Lu DiffM VGen 27 192 0 25 Mar 2022
BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis Max W. Y. Lam J. Wang Dan Su Dong Yu DiffM 29 92 0 25 Mar 2022
On the link between conscious function and general intelligence in humans and machines Arthur Juliani Kai Arulkumaran Shuntaro Sasai Ryota Kanai 34 24 0 24 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 36 255 0 16 Mar 2022
A Survey on Deep Graph Generation: Methods and Applications Yanqiao Zhu Yuanqi Du Yinkai Wang Yichen Xu Jieyu Zhang Qiang Liu Shu Wu 3DV GNN 31 67 0 13 Mar 2022
Score-Based Generative Models for Molecule Generation Dwaraknath Gnaneshwar Bharath Ramsundar Dhairya Gandhi Rachel C. Kurchin V. Viswanathan DiffM 22 11 0 07 Mar 2022
NeuralDPS: Neural Deterministic Plus Stochastic Model with Multiband Excitation for Noise-Controllable Waveform Generation Tao Wang Ruibo Fu Jiangyan Yi J. Tao Zhengqi Wen 9 2 0 05 Mar 2022
Measurement-conditioned Denoising Diffusion Probabilistic Model for Under-sampled Medical Image Reconstruction Yutong Xie Quanzheng Li DiffM MedIm 24 87 0 05 Mar 2022
iSTFTNet: Fast and Lightweight Mel-Spectrogram Vocoder Incorporating Inverse Short-Time Fourier Transform Takuhiro Kaneko Kou Tanaka Hirokazu Kameoka Shogo Seki 15 60 0 04 Mar 2022
Wavebender GAN: An architecture for phonetically meaningful speech manipulation Gustavo Teodoro Döhler Beck Ulme Wennberg Zofia Malisz G. Henter AI4CE 19 8 0 22 Feb 2022
Pseudo Numerical Methods for Diffusion Models on Manifolds Luping Liu Yi Ren Zhijie Lin Zhou Zhao DiffM 35 619 0 20 Feb 2022
It's Raw! Audio Generation with State-Space Models Karan Goel Albert Gu Chris Donahue Christopher Ré 14 185 0 20 Feb 2022
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou DiffM 17 44 0 19 Feb 2022
Conditional Diffusion Probabilistic Model for Speech Enhancement Yen-Ju Lu Zhongqiu Wang Shinji Watanabe Alexander Richard Cheng Yu Yu Tsao DiffM 21 174 0 10 Feb 2022
InferGrad: Improving Diffusion Models for Vocoder by Considering Inference in Training Zehua Chen Xu Tan Ke Wang Shifeng Pan Danilo P. Mandic Lei He Sheng Zhao DiffM 18 28 0 08 Feb 2022
Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations Jaehyeong Jo Seul Lee Sung Ju Hwang DiffM 22 210 0 05 Feb 2022
ItôWave: Itô Stochastic Differential Equation Is All You Need For Wave Generation Shoule Wu Ziqiang Shi DiffM 245 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
J-MAC: Japanese multi-speaker audiobook corpus for speech synthesis Shinnosuke Takamichi Wataru Nakata Naoko Tanji Hiroshi Saruwatari AuLLM 17 6 0 26 Jan 2022
Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models Fan Bao Chongxuan Li Jun Zhu Bo Zhang DiffM 30 337 0 17 Jan 2022
Audio representations for deep learning in sound synthesis: A review Anastasia Natsiou Seán O'Leary AI4TS 14 18 0 07 Jan 2022
A sinusoidal signal reconstruction method for the inversion of the mel-spectrogram Anastasia Natsiou Seán O'Leary 9 3 0 07 Jan 2022