The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling

28 September 2022

Papers citing "The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative Modeling"

50 / 60 papers shown

Title
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 119 8 0 10 Jan 2025
AudioLM: a Language Modeling Approach to Audio Generation Zalan Borsos Raphaël Marinier Damien Vincent Eugene Kharitonov Olivier Pietquin ... Dominik Roblek O. Teboul David Grangier Marco Tagliasacchi Neil Zeghidour AuLLM 89 589 0 07 Sep 2022
Improving Choral Music Separation through Expressive Synthesized Data from Sampled Instruments Kai Chen Hao-Wen Dong Yi Luo Julian McAuley Taylor Berg-Kirkpatrick M. Puckette Shlomo Dubnov 57 5 0 07 Sep 2022
Symphony Generation with Permutation Invariant Language Model Jiafeng Liu Yuanliang Dong Zehua Cheng Xinran Zhang Xiaobing Li Feng Yu Maosong Sun 67 40 0 10 May 2022
It's Raw! Audio Generation with State-Space Models Karan Goel Albert Gu Chris Donahue Christopher Ré 35 188 0 20 Feb 2022
Deep Performer: Score-to-Audio Music Performance Synthesis Hao-Wen Dong Cong Zhou Taylor Berg-Kirkpatrick Julian McAuley 40 17 0 12 Feb 2022
Differentiable Digital Signal Processing Mixture Model for Synthesis Parameter Extraction from Mixture of Harmonic Sounds Masaya Kawamura Tomohiko Nakamura Daichi Kitamura Hiroshi Saruwatari Yu Takahashi Kazunobu Kondo 52 14 0 01 Feb 2022
MIDI-DDSP: Detailed Control of Musical Performance via Hierarchical Modeling Yusong Wu Ethan Manilow Yi Deng Rigel Swavely Kyle Kastner Tim Cooijmans Aaron Courville Cheng-Zhi Anna Huang Jesse Engel 42 44 0 17 Dec 2021
Zero-shot Audio Source Separation through Query-based Learning from Weakly-labeled Data Ke Chen Xingjian Du Bilei Zhu Zejun Ma Taylor Berg-Kirkpatrick Shlomo Dubnov 24 45 0 15 Dec 2021
Semi-Supervised Music Tagging Transformer Minz Won Keunwoo Choi Xavier Serra ViT MedIm 144 48 0 26 Nov 2021
Towards Learning Universal Audio Representations Luyu Wang Pauline Luc Yan Wu Adrià Recasens Lucas Smaira ... Andrew Jaegle Jean-Baptiste Alayrac Sander Dieleman João Carreira Aaron van den Oord SSL 70 68 0 23 Nov 2021
MT3: Multi-Task Multitrack Music Transcription Josh Gardner Ian Simon Ethan Manilow Curtis Hawthorne Jesse Engel 46 96 0 04 Nov 2021
Fake It Till You Make It: Face analysis in the wild using synthetic data alone Erroll Wood Tadas Baltruvsaitis Charlie Hewitt Sebastian Dziadzio Matthew W. Johnson V. Estellers T. Cashman Jamie Shotton CVBM 46 261 0 30 Sep 2021
TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method Zeqian Ju Peiling Lu Xu Tan Rui Wang Chen Zhang Songruoyao Wu Ke-jun Zhang Xiangyang Li Tao Qin Tie-Yan Liu 26 39 0 20 Sep 2021
Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation Qiuqiang Kong Yin Cao Haohe Liu Keunwoo Choi Yuxuan Wang 131 99 0 12 Sep 2021
JS Fake Chorales: a Synthetic Dataset of Polyphonic Music with Human Annotation Omar Peracha 81 10 0 21 Jul 2021
Sequence-to-Sequence Piano Transcription with Transformers Curtis Hawthorne Ian Simon Rigel Swavely Ethan Manilow Jesse Engel 85 82 0 19 Jul 2021
Codified audio language modeling learns useful representations for music information retrieval Rodrigo Castellon Chris Donahue Percy Liang 95 87 0 12 Jul 2021
Generative Models as a Data Source for Multiview Representation Learning Ali Jahanian Xavier Puig Yonglong Tian Phillip Isola 57 126 0 09 Jun 2021
DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort Yuxuan Zhang Huan Ling Jun Gao K. Yin Jean-Francois Lafleche Adela Barriuso Antonio Torralba Sanja Fidler 3DH GAN VLM 39 333 0 13 Apr 2021
Contrastive Learning of Musical Representations Janne Spijkervet J. Burgoyne 91 113 0 17 Mar 2021
CatNet: music source separation system with mix-audio augmentation Xuchen Song Qiuqiang Kong Xingjian Du Yuxuan Wang 35 10 0 19 Feb 2021
Melody-Conditioned Lyrics Generation with SeqGANs Yihao Chen Alexander Lerch GAN MGen 52 29 0 28 Oct 2020
Scaling Laws for Autoregressive Generative Modeling T. Henighan Jared Kaplan Mor Katz Mark Chen Christopher Hesse ... Nick Ryder Daniel M. Ziegler John Schulman Dario Amodei Sam McCandlish 74 414 0 28 Oct 2020
High-resolution Piano Transcription with Pedals by Regressing Onset and Offset Times Qiuqiang Kong Bochen Li Xuchen Song Yuan Wan Yuxuan Wang 130 112 0 05 Oct 2020
Bespoke Neural Networks for Score-Informed Source Separation Ethan Manilow Bryan Pardo 21 4 0 29 Sep 2020
Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey Wenshuai Zhao Jorge Peña Queralta Tomi Westerlund OffRL 114 724 0 24 Sep 2020
Multiple F0 Estimation in Vocal Ensembles using Convolutional Neural Networks Helena Cuesta Brian McFee Emilia Gómez 29 22 0 09 Sep 2020
Deep Learning Based Source Separation Applied To Choir Ensembles Darius Petermann Pritish Chandna Helena Cuesta J. Bonada E. Gómez 29 23 0 17 Aug 2020
Incorporating Music Knowledge in Continual Dataset Augmentation for Music Generation Alisa Liu Alexander Fang Gaëtan Hadjeres Prem Seetharaman Bryan Pardo MGen 33 3 0 23 Jun 2020
Evaluation of CNN-based Automatic Music Tagging Models Minz Won Andrés Ferraro Dmitry Bogdanov Xavier Serra VLM 130 100 0 01 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 458 41,106 0 28 May 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 89 731 0 30 Apr 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 437 4,662 0 23 Jan 2020
DDSP: Differentiable Digital Signal Processing Jesse Engel Lamtharn Hantrakul Chenjie Gu Adam Roberts DiffM 136 375 0 14 Jan 2020
Music Source Separation in the Waveform Domain Alexandre Défossez Nicolas Usunier Léon Bottou Francis R. Bach 90 269 0 27 Nov 2019
SPICE: Self-supervised Pitch Estimation Beat Gfeller Christian Frank Dominik Roblek Matthew Sharifi Marco Tagliasacchi Mihajlo Velimirović 21 78 0 25 Oct 2019
Simultaneous Separation and Transcription of Mixtures with Multiple Polyphonic and Percussive Instruments Ethan Manilow Prem Seetharaman Bryan Pardo 25 42 0 22 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 80 351 0 25 Sep 2019
Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity Ethan Manilow Gordon Wichern Prem Seetharaman Jonathan Le Roux 59 126 0 18 Sep 2019
Audio query-based music source separation Jie Hwan Lee Hyeong-Seok Choi Kyogu Lee 44 45 0 19 Aug 2019
Toward Interpretable Music Tagging with Self-Attention Minz Won Sanghyuk Chun Xavier Serra ViT 30 81 0 12 Jun 2019
Singing voice separation: a study on training data Laure Prétet Romain Hennequin Jimena Royo-Letelier Andrea Vaglio 47 31 0 06 Jun 2019
Sample Amplification: Increasing Dataset Size even when Learning is Impossible Brian Axelrod Shivam Garg Vatsal Sharan Gregory Valiant 31 14 0 26 Apr 2019
Counterpoint by Convolution Cheng-Zhi Anna Huang Tim Cooijmans Adam Roberts Aaron Courville Douglas Eck BDL 44 149 0 18 Mar 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 63 388 0 23 Feb 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 502 10,466 0 12 Dec 2018
PerformanceNet: Score-to-Audio Music Generation with Multi-Band Convolutional Residual Network Bryan Wang Yi-Hsuan Yang 45 38 0 11 Nov 2018
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 114 1,180 0 06 Nov 2018
Enabling Factorized Piano Music Modeling and Generation with the MAESTRO Dataset Curtis Hawthorne Andriy Stasyuk Adam Roberts Ian Simon Cheng-Zhi Anna Huang Sander Dieleman Erich Elsen Jesse Engel Douglas Eck 163 447 0 29 Oct 2018