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Music Transformer

12 September 2018

Matthew D. Hoffman

Papers citing "Music Transformer"

50 / 264 papers shown

Title
Learning Interpretable Representation for Controllable Polyphonic Music Generation Ziyu Wang Dingsu Wang Yixiao Zhang Gus Xia DRL 53 64 0 17 Aug 2020
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music Ziyu Wang Yiyi Zhang Yixiao Zhang Junyan Jiang Ruihan Yang Jiaqi Zhao Gus Xia 133 55 0 17 Aug 2020
MMM : Exploring Conditional Multi-Track Music Generation with the Transformer J. Ens Philippe Pasquier MGen 147 92 0 13 Aug 2020
OCoR: An Overlapping-Aware Code Retriever Qihao Zhu Zeyu Sun Xiran Liang Yingfei Xiong Lu Zhang 74 37 0 12 Aug 2020
MusPy: A Toolkit for Symbolic Music Generation Hao-Wen Dong Kai Chen Julian McAuley Taylor Berg-Kirkpatrick MGen 95 62 0 05 Aug 2020
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling Yu-Hua Chen Yu-Hsiang Huang Wen-Yi Hsiao Yi-Hsuan Yang 48 31 0 04 Aug 2020
The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures Shih-Lun Wu Yi-Hsuan Yang 60 93 0 04 Aug 2020
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm Kai Chen Cheng-i Wang Taylor Berg-Kirkpatrick Shlomo Dubnov 81 52 0 04 Aug 2020
Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation Weitao Yuan Bofei Dong Shengbei Wang M. Unoki Wenwu Wang 65 12 0 03 Aug 2020
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling Hao Hao Tan Dorien Herremans MGen 60 74 0 29 Jul 2020
Foley Music: Learning to Generate Music from Videos Chuang Gan Deng Huang Peihao Chen J. Tenenbaum Antonio Torralba VGen 75 139 0 21 Jul 2020
Software Engineering Event Modeling using Relative Time in Temporal Knowledge Graphs Kian Ahrabian Daniel Tarlow Hehuimin Cheng Jin L. C. Guo 60 3 0 02 Jul 2020
Modeling Baroque Two-Part Counterpoint with Neural Machine Translation Eric Nichols Stefano Kalonaris G. Micchi Anna Aljanaki 108 6 0 25 Jun 2020
Artificial Musical Intelligence: A Survey Elad Liebman Peter Stone MGen 44 7 0 17 Jun 2020
Deep generative models for musical audio synthesis M. Huzaifah L. Wyse 213 20 0 10 Jun 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 208 2,772 0 05 Jun 2020
Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Peter Hawkins Jared Davis David Belanger Lucy J. Colwell Adrian Weller 100 86 0 05 Jun 2020
General-Purpose User Embeddings based on Mobile App Usage Junqi Zhang Bing Bai Ye Lin Jian Liang Kun Bai Fei Wang 82 38 0 27 May 2020
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation Weixin Liang James Zou Zhou Yu ELM 99 34 0 21 May 2020
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis Yusuke Yasuda Xin Wang Junichi Yamagishi AI4TS 76 31 0 20 May 2020
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization Jen-Yu Liu Yu-Hua Chen Yin-Cheng Yeh Yi-Hsuan Yang GAN 71 36 0 18 May 2020
Progressive Transformers for End-to-End Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 92 135 0 30 Apr 2020
Jukebox: A Generative Model for Music Prafulla Dhariwal Heewoo Jun Christine Payne Jong Wook Kim Alec Radford Ilya Sutskever VLM 219 758 0 30 Apr 2020
WT5?! Training Text-to-Text Models to Explain their Predictions Sharan Narang Colin Raffel Katherine Lee Adam Roberts Noah Fiedel Karishma Malkan 85 201 0 30 Apr 2020
Vector Quantized Contrastive Predictive Coding for Template-based Music Generation Gaëtan Hadjeres Léopold Crestel 82 18 0 21 Apr 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 97 231 0 18 Apr 2020
Understanding the Difficulty of Training Transformers Liyuan Liu Xiaodong Liu Jianfeng Gao Weizhu Chen Jiawei Han AI4CE 96 259 0 17 Apr 2020
Attribute-based Regularization of Latent Spaces for Variational Auto-Encoders Ashis Pati Alexander Lerch DRL 82 3 0 11 Apr 2020
Telling BERT's full story: from Local Attention to Global Aggregation Damian Pascual Gino Brunner Roger Wattenhofer 57 19 0 10 Apr 2020
From Artificial Neural Networks to Deep Learning for Music Generation -- History, Concepts and Trends Jean-Pierre Briot MGen 77 78 0 07 Apr 2020
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences Andis Draguns Emīls Ozoliņš A. Sostaks Matiss Apinis Kārlis Freivalds 67 8 0 06 Apr 2020
StrokeCoder: Path-Based Image Generation from Single Examples using Transformers Sabine Wieluch Friedhelm Schwenker ViT GAN 133 7 0 26 Mar 2020
Exploring Inherent Properties of the Monophonic Melody of Songs Zehao Wang Shicheng Zhang Xiaoou Chen 33 2 0 20 Mar 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 155 676 0 17 Mar 2020
Efficient Content-Based Sparse Attention with Routing Transformers Aurko Roy M. Saffar Ashish Vaswani David Grangier MoE 454 607 0 12 Mar 2020
PolyGen: An Autoregressive Generative Model of 3D Meshes C. Nash Yaroslav Ganin A. Eslami Peter W. Battaglia AI4CE 118 261 0 23 Feb 2020
Rhythm, Chord and Melody Generation for Lead Sheets using Recurrent Neural Networks Cedric De Boom S. V. Laere Tim Verbelen Bart Dhoedt MGen 59 12 0 21 Feb 2020
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning Nan Jiang Sheng Jin Z. Duan Changshui Zhang OffRL 108 50 0 08 Feb 2020
Continuous Melody Generation via Disentangled Short-Term Representations and Structural Conditions Kai Chen Gus Xia Shlomo Dubnov MGen 67 18 0 05 Feb 2020
Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions Yu-Siang Huang Yi-Hsuan Yang ViT 80 39 0 01 Feb 2020
Reformer: The Efficient Transformer Nikita Kitaev Lukasz Kaiser Anselm Levskaya VLM 243 2,342 0 13 Jan 2020
Modeling Musical Structure with Artificial Neural Networks Stefan Lattner 47 2 0 06 Jan 2020
DAWSON: A Domain Adaptive Few Shot Generation Framework Weixin Liang Zixuan Liu Can Liu 67 45 0 02 Jan 2020
Score and Lyrics-Free Singing Voice Generation Jen-Yu Liu Yu-Hua Chen Yin-Cheng Yeh Yi-Hsuan Yang 70 22 0 26 Dec 2019
Singing Synthesis: with a little help from my attention Orazio Angelini Alexis Moinet K. Yanagisawa Thomas Drugman 61 17 0 12 Dec 2019
Leveraging End-to-End Speech Recognition with Neural Architecture Search Ahmed Baruwa Mojeed Abisiga Ibrahim Gbadegesin A. Fakunle 54 14 0 11 Dec 2019
Encoding Musical Style with Transformer Autoencoders Kristy Choi Curtis Hawthorne Ian Simon Monica Dinculescu Jesse Engel 95 90 0 10 Dec 2019
Improving Polyphonic Music Models with Feature-Rich Encoding Omar Peracha 101 12 0 26 Nov 2019
TENER: Adapting Transformer Encoder for Named Entity Recognition Hang Yan Bocao Deng Xiaonan Li Xipeng Qiu 99 276 0 10 Nov 2019
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding Pan Zhou Ruchao Fan Wei Chen Jia Jia 95 26 0 01 Nov 2019