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Denoising diffusion probabilistic models (DDPMs) have recently achieved leading performances in many generative tasks.
Perceptual evaluation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs
Antony W Rix, John G Beerends, Michael P Hollier, and Andries P Hekstra · 2001
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A short-time objective intelligibility measure for time-frequency weighted noisy speech
Cees H Taal, Richard C Hendriks, Richard Heusdens, and Jesper Jensen · 2010
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Wavenet: A generative model for raw audio
Aaron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew Senior, and Koray Kavukcuoglu · 2016
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The lj speech dataset
Keith Ito · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Generative adversarial networks: An overview
Antonia Creswell, Tom White, Vincent Dumoulin, Kai Arulkumaran, Biswa Sengupta, and Anil A Bharath · 2018
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Waveglow: A flow-based generative network for speech synthesis
Ryan Prenger, Rafael Valle, and Bryan Catanzaro · 2019
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Cstr vctk corpus: English multi-speaker corpus for cstr voice cloning toolkit (version 0.92)
Junichi Yamagishi, Christophe Veaux, Kirsten MacDonald, et al · 2019
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Wavegrad: Estimating gradients for waveform generation
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J Weiss, Mohammad Norouzi, and William Chan · 2020
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End-to-end adversarial text-to-speech
Jeff Donahue, Sander Dieleman, Mikolaj Binkowski, Erich Elsen, and Karen Simonyan · 2020
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Denoising diffusion probabilistic models
Jonathan Ho, Ajay Jain, and Pieter Abbeel · 2020
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Glow-tts: A generative flow for text-to-speech via monotonic alignment search
Jaehyeon Kim, Sungwon Kim, Jungil Kong, and Sungroh Yoon · 2020
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Hifi-gan: Generative adversarial networks for efficient and high fidelity speech synthesis
Jungil Kong, Jaehyeon Kim, and Jaekyoung Bae · 2020
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Diffwave: A versatile diffusion model for audio synthesis
Zhifeng Kong, Wei Ping, Jiaji Huang, Kexin Zhao, and Bryan Catanzaro · 2020
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Fastspeech 2: Fast and high-quality end-to-end text to speech
Yi Ren, Chenxu Hu, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, and Tie-Yan Liu · 2020
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Denoising diffusion implicit models
Jiaming Song, Chenlin Meng, and Stefano Ermon · 2020
Univnet: A neural vocoder with multi-resolution spectrogram discriminators for high-fidelity waveform generation
Won Jang, Dan Lim, Jaesam Yoon, Bongwan Kim, and Juntae Kim · 2021
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Conditional variational autoencoder with adversarial learning for end-to-end text-to-speech
Jaehyeon Kim, Jungil Kong, and Juhee Son · 2021
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Diffsinger: Singing voice synthesis via shallow diffusion mechanism
Jinglin Liu, Chengxi Li, Yi Ren, Feiyang Chen, Peng Liu, and Zhou Zhao · 2021
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Portaspeech: Portable and high-quality generative text-to-speech
Yi Ren, Jinglin Liu, and Zhou Zhao · 2021
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Noise estimation for generative diffusion models
Robin San-Roman, Eliya Nachmani, and Lior Wolf · 2021
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Tackling the generative learning trilemma with denoising diffusion gans
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Score-based generative modeling through stochastic differential equations
Yang Song, Jascha Sohl-Dickstein, Diederik P Kingma, Abhishek Kumar, Stefano Ermon, and Ben Poole · 2020
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Wavegrad 2: Iterative refinement for text-to-speech synthesis
Nanxin Chen, Yu Zhang, Heiga Zen, Ron J Weiss, Mohammad Norouzi, Najim Dehak, and William Chan · 2021
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Diffusion models beat gans on image synthesis
Prafulla Dhariwal and Alex Nichol · 2021
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Multi-singer: Fast multi-singer singing voice vocoder with a large-scale corpus
Rongjie Huang, Feiyang Chen, Yi Ren, Jinglin Liu, Chenye Cui, and Zhou Zhao · 2021
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Zhisheng Xiao, Karsten Kreis, and Arash Vahdat · 2021
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Lvcnet: Efficient condition-dependent modeling network for waveform generation
Zhen Zeng, Jianzong Wang, Ning Cheng, and Jing Xiao · 2021
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Bddm: Bilateral denoising diffusion models for fast and high-quality speech synthesis
Max WY Lam, Jun Wang, Dan Su, and Dong Yu · 2022
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Pseudo numerical methods for diffusion models on manifolds
Luping Liu, Yi Ren, Zhijie Lin, and Zhou Zhao · 2022
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