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Music Transformer

12 September 2018

Matthew D. Hoffman

Papers citing "Music Transformer"

50 / 264 papers shown

Title
Momentum Transformer: Closing the Performance Gap Between Self-attention and Its Linearization T. Nguyen Richard G. Baraniuk Robert M. Kirby Stanley J. Osher Bao Wang 127 9 0 01 Aug 2022
Multitrack Music Transformer Hao-Wen Dong Kai Chen Shlomo Dubnov Julian McAuley Taylor Berg-Kirkpatrick 90 40 0 14 Jul 2022
An adaptive music generation architecture for games based on the deep learning Transformer mode Gustavo Amaral Costa dos Santos A. Baffa Jean-Pierre Briot Bruno Feijó Antonio Luz Furtado MGen 56 2 0 04 Jul 2022
Attention mechanisms for physiological signal deep learning: which attention should we take? Seong-A Park Hyung‐Chul Lee Chul-Woo Jung Hyun-Lim Yang 51 5 0 04 Jul 2022
Interpretable Melody Generation from Lyrics with Discrete-Valued Adversarial Training Wei Duan Zhe Zhang Yi Yu K. Oyama GAN AAML 56 6 0 30 Jun 2022
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications K. Cheuk Keunwoo Choi Qiuqiang Kong Bochen Li Minz Won Amy Hung Ju-Chiang Wang Dorien Herremans 97 7 0 22 Jun 2022
Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation Ye Zhu Yuehua Wu Kyle Olszewski Jian Ren Sergey Tulyakov Yan Yan DiffM 107 49 0 15 Jun 2022
Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse Lorenzo Noci Sotiris Anagnostidis Luca Biggio Antonio Orvieto Sidak Pal Singh Aurelien Lucchi 112 75 0 07 Jun 2022
Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction Luca Biggio Tommaso Bendinelli Chetan S. Kulkarni Olga Fink 66 11 0 01 Jun 2022
Co-creation and ownership for AI radio Skylar Gordon Robert Mahari Manaswi Mishra Ziv Epstein 59 6 0 01 Jun 2022
To catch a chorus, verse, intro, or anything else: Analyzing a song with structural functions Ju-Chiang Wang Yun-Ning Hung Jordan B. L. Smith 75 25 0 29 May 2022
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? Shikhar Tuli Bhishma Dedhia Shreshth Tuli N. Jha 94 14 0 23 May 2022
Transformer with Memory Replay R. Liu Barzan Mozafari OffRL 105 4 0 19 May 2022
The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation Guowei Wu Shipei Liu Xiaoya Fan 64 13 0 17 May 2022
Symphony Generation with Permutation Invariant Language Model Jiafeng Liu Yuanliang Dong Zehua Cheng Xinran Zhang Xiaobing Li Feng Yu Maosong Sun 166 43 0 10 May 2022
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes Derya Soydaner 3DV 129 183 0 27 Apr 2022
SinTra: Learning an inspiration model from a single multi-track music segment Qingwei Song Qiwei Sun Dongsheng Guo Haiyong Zheng 75 2 0 21 Apr 2022
Exploring Transformer's potential on automatic piano transcription Longshen Ou Ziyi Guo Emmanouil Benetos Jiqing Han Ye Wang ViT 41 19 0 08 Apr 2022
Quantized GAN for Complex Music Generation from Dance Videos Ye Zhu Kyle Olszewski Yuehua Wu Panos Achlioptas Menglei Chai Yan Yan Sergey Tulyakov MGen 118 46 0 01 Apr 2022
Deep Learning for Spectral Filling in Radio Frequency Applications Matthew Setzler Elizabeth Coda J. Rounds M. Vann Michael Girard 68 1 0 31 Mar 2022
Symbolic music generation conditioned on continuous-valued emotions Serkan Sulun M. Davies Paula Viana MGen 86 27 0 30 Mar 2022
Subjective Evaluation of Deep Learning Models for Symbolic Music Composition Carlos Hernandez-Olivan Jorge Abadias Puyuelo J. R. Beltrán 61 8 0 28 Mar 2022
An interactive music infilling interface for pop music composition Rui Guo 109 0 0 23 Mar 2022
General-purpose, long-context autoregressive modeling with Perceiver AR Curtis Hawthorne Andrew Jaegle Cătălina Cangea Sebastian Borgeaud C. Nash ... Hannah R. Sheahan Neil Zeghidour Jean-Baptiste Alayrac João Carreira Jesse Engel 118 66 0 15 Feb 2022
MusIAC: An extensible generative framework for Music Infilling Applications with multi-level Control Rui Guo Ivor Simpson C. Kiefer Thor Magnusson Dorien Herremans 93 26 0 11 Feb 2022
Conditional Drums Generation using Compound Word Representations D. Makris Guo Zixun Maximos A. Kaliakatsos-Papakostas Dorien Herremans 72 10 0 09 Feb 2022
Continual Transformers: Redundancy-Free Attention for Online Inference Lukas Hedegaard Arian Bakhtiarnia Alexandros Iosifidis CLL 103 12 0 17 Jan 2022
A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition Jibao Qiu Chong Chen Tong Zhang 65 14 0 15 Jan 2022
Evaluating Deep Music Generation Methods Using Data Augmentation Toby Godwin Georgios Rizos Alice Baird N. A. Futaisi Vincent Brisse Bjoern W. Schuller MGen 34 1 0 31 Dec 2021
Score Transformer: Generating Musical Score from Note-level Representation Masahiro Suzuki 72 8 0 01 Dec 2021
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 251 1,213 0 18 Nov 2021
Video Background Music Generation with Controllable Music Transformer Shangzhe Di Jiang Sihan Liu Zhaokai Wang Leyan Zhu Zexin He Hongming Liu Shuicheng Yan 102 95 0 16 Nov 2021
Symbolic Music Loop Generation with VQ-VAE Sangjun Han H. Ihm Woohyung Lim MGen 58 1 0 15 Nov 2021
Losses, Dissonances, and Distortions Pablo Samuel Castro 20 0 0 08 Nov 2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer Yi-Jen Shih Shih-Lun Wu Frank Zalkow Meinard Muller Yi-Hsuan Yang 104 83 0 07 Nov 2021
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods Desi R. Ivanova Adam Foster Steven Kleinegesse Michael U. Gutmann Tom Rainforth OffRL 132 48 0 03 Nov 2021
Learning To Generate Piano Music With Sustain Pedals Joann Ching Yi-Hsuan Yang 37 2 0 01 Nov 2021
Actions Speak Louder than Listening: Evaluating Music Style Transfer based on Editing Experience Weiyi Lu Meng-Hsuan Wu Yuh-ming Chiu Li Su 60 0 0 25 Oct 2021
How Does Momentum Benefit Deep Neural Networks Architecture Design? A Few Case Studies Bao Wang Hedi Xia T. Nguyen Stanley Osher AI4CE 109 10 0 13 Oct 2021
SPaR.txt, a cheap Shallow Parsing approach for Regulatory texts Ruben Kruiper Ioannis Konstas A. Gray Farhad Sadeghineko Richard Watson B. Kumar 61 6 0 04 Oct 2021
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 95 26 0 14 Sep 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 350 779 0 27 Aug 2021
Music Composition with Deep Learning: A Review Carlos Hernandez-Olivan J. R. Beltrán CoGe VLM 101 72 0 27 Aug 2021
Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding Chin-Jui Chang Chun-Yi Lee Yi-Hsuan Yang 66 21 0 11 Aug 2021
FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention T. Nguyen Vai Suliafu Stanley J. Osher Long Chen Bao Wang 72 36 0 05 Aug 2021
Musical Speech: A Transformer-based Composition Tool Jason dÉon Sri Harsha Dumpala Chandramouli Shama Sastry Daniel Oore Sageev Oore 57 1 0 02 Aug 2021
DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models Pedro Sarmento Adarsh Kumar CJ Carr Zack Zukowski M. Barthet Yi-Hsuan Yang 73 33 0 30 Jul 2021
Exceeding the Limits of Visual-Linguistic Multi-Task Learning Cameron R. Wolfe Keld T. Lundgaard VLM 80 2 0 27 Jul 2021
PiSLTRc: Position-informed Sign Language Transformer with Content-aware Convolution Pan Xie Mengyi Zhao Xiaohui Hu ViT SLR 97 35 0 27 Jul 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences Zhenhai Zhu Radu Soricut 167 42 0 25 Jul 2021