Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders

5 April 2017

Papers citing "Neural Audio Synthesis of Musical Notes with WaveNet Autoencoders"

38 / 138 papers shown

Title
Encoding Musical Style with Transformer Autoencoders Kristy Choi Curtis Hawthorne Ian Simon Monica Dinculescu Jesse Engel 33 89 0 10 Dec 2019
Self-Supervised Visual Terrain Classification from Unsupervised Acoustic Feature Learning Jannik Zürn Wolfram Burgard Abhinav Valada SSL 14 100 0 06 Dec 2019
Transferring neural speech waveform synthesizers to musical instrument sounds generation Yi Zhao Xin Wang Lauri Juvela Junichi Yamagishi 24 16 0 27 Oct 2019
Vision-Infused Deep Audio Inpainting Hang Zhou Ziwei Liu Lingfeng Guo Ping Luo Dahua Lin 35 88 0 24 Oct 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 241 239 0 25 Sep 2019
Demucs: Deep Extractor for Music Sources with extra unlabeled data remixed Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 25 84 0 03 Sep 2019
Classical Music Prediction and Composition by means of Variational Autoencoders Daniel Rivero Enrique Fernández-Blanco A. Pazos DRL 33 6 0 21 Jun 2019
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders Yin-Jyun Luo Kat R. Agres Dorien Herremans 16 46 0 19 Jun 2019
A general-purpose deep learning approach to model time-varying audio effects M. M. Ramírez Emmanouil Benetos Joshua D. Reiss KELM 27 19 0 15 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Bo-wen Li Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 24 586 0 30 Apr 2019
TTS Skins: Speaker Conversion via ASR Adam Polyak Lior Wolf Yaniv Taigman 18 27 0 18 Apr 2019
Assisted Sound Sample Generation with Musical Conditioning in Adversarial Auto-Encoders Adrien Bitton P. Esling Antoine Caillon Martin Fouilleul 36 10 0 12 Apr 2019
Conditioning a Recurrent Neural Network to synthesize musical instrument transients L. Wyse M. Huzaifah 17 2 0 26 Mar 2019
Hierarchical Autoregressive Image Models with Auxiliary Decoders J. Fauw Sander Dieleman Karen Simonyan GAN 30 37 0 06 Mar 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 49 385 0 23 Feb 2019
Capacity allocation analysis of neural networks: A tool for principled architecture design Jonathan Donier 22 4 0 12 Feb 2019
TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer Sicong Huang Qiyang Li Cem Anil Xuchan Bao Sageev Oore Roger C. Grosse 30 97 0 22 Nov 2018
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network Bryan Wang Yi-Hsuan Yang 22 38 0 11 Nov 2018
Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder Yu-An Wang Yu-Kai Huang Tzu-Chuan Lin Shang-Yu Su Yun-Nung (Vivian) Chen 19 3 0 31 Oct 2018
MIDI-VAE: Modeling Dynamics and Instrumentation of Music with Applications to Style Transfer Gino Brunner Andres Konrad Yuyi Wang Roger Wattenhofer 33 133 0 20 Sep 2018
Fast Spectrogram Inversion using Multi-head Convolutional Neural Networks Sercan Ö. Arik Heewoo Jun G. Diamos 14 107 0 20 Aug 2018
The challenge of realistic music generation: modelling raw audio at scale Sander Dieleman Aaron van den Oord Karen Simonyan 21 184 0 26 Jun 2018
Multi-task WaveNet: A Multi-task Generative Model for Statistical Parametric Speech Synthesis without Fundamental Frequency Conditions Yu Gu Yongguo Kang 10 17 0 22 Jun 2018
Autoencoders for music sound modeling: a comparison of linear, shallow, deep, recurrent and variational models Fanny Roche Thomas Hueber Samuel Limier Laurent Girin 14 16 0 11 Jun 2018
Learning a Latent Space of Multitrack Measures Ian Simon Adam Roberts Colin Raffel Jesse Engel Curtis Hawthorne Douglas Eck 29 52 0 01 Jun 2018
Generative timbre spaces: regularizing variational auto-encoders with perceptual metrics P. Esling Axel Chemla-Romeu-Santos Adrien Bitton 20 32 0 22 May 2018
A Universal Music Translation Network Noam Mor Lior Wolf Adam Polyak Yaniv Taigman 19 110 0 21 May 2018
Conditional End-to-End Audio Transforms Albert Haque Michelle Guo Prateek Verma 33 41 0 30 Mar 2018
Music Style Transfer: A Position Paper Shuqi Dai Zheng-Wei Zhang Gus G. Xia 17 49 0 19 Mar 2018
A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music Adam Roberts Jesse Engel Colin Raffel Curtis Hawthorne Douglas Eck BDL 41 474 0 13 Mar 2018
Efficient Neural Audio Synthesis Nal Kalchbrenner Erich Elsen Karen Simonyan Seb Noury Norman Casagrande Edward Lockhart Florian Stimberg Aaron van den Oord Sander Dieleman Koray Kavukcuoglu 26 863 0 23 Feb 2018
CREPE: A Convolutional Representation for Pitch Estimation Jong Wook Kim Justin Salamon P. Li J. P. Bello 19 370 0 17 Feb 2018
Adversarial Audio Synthesis Chris Donahue Julian McAuley M. Puckette GAN 45 604 0 12 Feb 2018
Towards a Deep Improviser: a prototype deep learning post-tonal free music generator R. Dean J. Forth 32 10 0 21 Dec 2017
Learning to Fuse Music Genres with Generative Adversarial Dual Learning Zhiqian Chen Chih-Wei Wu Yen-Cheng Lu Alexander Lerch Chang-Tien Lu GAN 29 8 0 05 Dec 2017
Improved Speech Reconstruction from Silent Video Ariel Ephrat Tavi Halperin Shmuel Peleg 37 89 0 01 Aug 2017
Automatic chemical design using a data-driven continuous representation of molecules Rafael Gómez-Bombarelli Jennifer N. Wei David Duvenaud José Miguel Hernández-Lobato Benjamín Sánchez-Lengeling Dennis Sheberla J. Aguilera-Iparraguirre Timothy D. Hirzel Ryan P. Adams Alán Aspuru-Guzik 3DV 76 2,889 0 07 Oct 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 272 2,552 0 25 Jan 2016