Improved Speech Enhancement with the Wave-U-Net

Objective measures of speech quality

Schuyler R. Quackenbush, T. P. (Thomas Pinkney) Barnwell, and Mark A. Clements · 1988

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Evaluation of Objective Quality Measures for Speech Enhancement

Yi Hu, Philipos C Loizou, and Senior Member · 2007

Earlier work this paper cites.

Speech Enhancement: Theory and Practice

Philipos C Loizou · 2013

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The Diverse Environments Multi-channel Acoustic Noise Database (DEMAND): A database of multichannel environmental noise recordings The Diverse Environments Multi-channel Acoustic Noise Database (DEMAND): A database of multichannel environmental noise record-ings

Joachim Thiemann, Nobutaka Ito, and Emmanuel Vincent · 2013

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Singing-Voice Separation from Monaural Recordings Using Deep Recurrent Neural Networks

Po-Sen Huang, Minje Kim, Mark Hasegawa-Johnson, and Paris Smaragdis · 2014

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Joint optimization of masks and deep recurrent neural networks for monaural source separation

Po-Sen Huang, Minje Kim, Mark Hasegawa-Johnson, and Paris Smaragdis · 2015

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Multichannel audio source separation with deep neural networks

Aditya Arie Nugraha, Antoine Liutkus, and Emmanuel Vincent · 2016

Cited alongside, same era.

Investigating rnn-based speech enhancement methods for noise-robust text-to-speech

Cassia Valentini-Botinhao, Xin Wang, Shinji Takaki, and Junichi Yamagishi · 2016

Cited alongside, same era.

Speech Enhancement for a Noise-Robust Text-to-Speech Synthesis System using Deep Recurrent Neural Networks

Cassia Valentini-Botinhao, Xin Wang, Shinji Takaki, and Junichi Yamagishi · 2016

Cited alongside, same era.

Wavenet: A generative model for raw audio

Aäron van den Oord, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew W. Senior, and Koray Kavukcuoglu · 2016

Cited alongside, same era.

Monoaural Audio Source Separation Using Deep Convolutional Neural Networks

Pritish Chandna, M. Miron, Jordi Janer, and Emilia Gómez · 2017

Cited alongside, same era.

Segan: Speech enhancement generative adversarial network

Santiago Pascual, Antonio Bonafonte, and Joan Serrà · 2017

Later among the works it cites.

Noisy speech database for training speech enhancement algorithms and TTS models, 2016 [sound]

Cassia Valentini-Botinhao · 2017

Later among the works it cites.

Speech dereverberation using fully convolutional networks

Original

Ori Ernst, Shlomo E. Chazan, Sharon Gannot, and Jacob Goldberger · 2018

Closest in time.

Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation

Original

Daniel Stoller, Sebastian Ewert, and Simon Dixon · 2018

Closest in time.

Audio Source Separation and Speech Enhancement

Emmanuel Vincent, Tuomas Virtanen, and Sharon Gannot, editors · 2018

Closest in time.