Music Transformer

12 September 2018

Matthew D. Hoffman

Papers citing "Music Transformer"

50 / 259 papers shown

Title
Discrete Contrastive Diffusion for Cross-Modal Music and Image Generation Ye Zhu Yuehua Wu Kyle Olszewski Jian Ren Sergey Tulyakov Yan Yan DiffM 20 47 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 Aurélien Lucchi 49 65 0 07 Jun 2022
Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction Luca Biggio Tommaso Bendinelli Chetan S. Kulkarni Olga Fink 24 10 0 01 Jun 2022
Co-creation and ownership for AI radio Skylar Gordon Robert Mahari Manaswi Mishra Ziv Epstein 16 4 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 14 24 0 29 May 2022
FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid? Shikhar Tuli Bhishma Dedhia Shreshth Tuli N. Jha 24 14 0 23 May 2022
Transformer with Memory Replay R. Liu Barzan Mozafari OffRL 62 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 12 12 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 19 39 0 10 May 2022
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes Derya Soydaner 3DV 36 149 0 27 Apr 2022
SinTra: Learning an inspiration model from a single multi-track music segment Qingwei Song Qiwei Sun Dongsheng Guo Haiyong Zheng 12 2 0 21 Apr 2022
Exploring Transformer's potential on automatic piano transcription Longshen Ou Ziyi Guo Emmanouil Benetos Jiqing Han Ye Wang ViT 16 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 25 44 0 01 Apr 2022
Deep Learning for Spectral Filling in Radio Frequency Applications Matthew Setzler Elizabeth Coda J. Rounds M. Vann Michael Girard 13 1 0 31 Mar 2022
Symbolic music generation conditioned on continuous-valued emotions Serkan Sulun M. Davies Paula Viana MGen 16 25 0 30 Mar 2022
Subjective Evaluation of Deep Learning Models for Symbolic Music Composition Carlos Hernandez-Olivan Jorge Abadias Puyuelo J. R. Beltrán 19 6 0 28 Mar 2022
An interactive music infilling interface for pop music composition Rui Guo 16 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 35 65 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 16 24 0 11 Feb 2022
Conditional Drums Generation using Compound Word Representations D. Makris Guo Zixun Maximos A. Kaliakatsos-Papakostas Dorien Herremans 22 10 0 09 Feb 2022
Continual Transformers: Redundancy-Free Attention for Online Inference Lukas Hedegaard Arian Bakhtiarnia Alexandros Iosifidis CLL 20 11 0 17 Jan 2022
A Novel Multi-Task Learning Method for Symbolic Music Emotion Recognition Jibao Qiu C. L. P. Chen Tong Zhang 17 12 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 12 0 0 31 Dec 2021
Score Transformer: Generating Musical Score from Note-level Representation Masahiro Suzuki 29 8 0 01 Dec 2021
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing Pengcheng He Jianfeng Gao Weizhu Chen 30 1,115 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 11 91 0 16 Nov 2021
Symbolic Music Loop Generation with VQ-VAE Sangjun Han H. Ihm Woohyung Lim MGen 13 1 0 15 Nov 2021
Losses, Dissonances, and Distortions P. S. Castro 8 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 27 76 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 13 46 0 03 Nov 2021
Learning To Generate Piano Music With Sustain Pedals Joann Ching Yi-Hsuan Yang 12 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 13 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 37 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 25 6 0 04 Oct 2021
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 18 25 0 14 Sep 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 245 695 0 27 Aug 2021
Music Composition with Deep Learning: A Review Carlos Hernandez-Olivan J. R. Beltrán CoGe VLM 22 66 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 15 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 21 35 0 05 Aug 2021
Musical Speech: A Transformer-based Composition Tool Jason dÉon Sri Harsha Dumpala Chandramouli Shama Sastry Daniel Oore Sageev Oore 18 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 13 30 0 30 Jul 2021
Exceeding the Limits of Visual-Linguistic Multi-Task Learning Cameron R. Wolfe Keld T. Lundgaard VLM 29 2 0 27 Jul 2021
PiSLTRc: Position-informed Sign Language Transformer with Content-aware Convolution Pan Xie Mengyi Zhao Xiaohui Hu ViT SLR 25 35 0 27 Jul 2021
H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences Zhenhai Zhu Radu Soricut 104 41 0 25 Jul 2021
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument sounds Xuan Shi Erica Cooper Junichi Yamagishi 24 7 0 24 Jul 2021
JS Fake Chorales: a Synthetic Dataset of Polyphonic Music with Human Annotation Omar Peracha 8 10 0 21 Jul 2021
Melody Structure Transfer Network: Generating Music with Separable Self-Attention Ning Zhang Junchi Yan MGen 16 1 0 21 Jul 2021
FLAT: An Optimized Dataflow for Mitigating Attention Bottlenecks Sheng-Chun Kao Suvinay Subramanian Gaurav Agrawal Amir Yazdanbakhsh T. Krishna 30 57 0 13 Jul 2021
Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music Hao-Wen Dong Chris Donahue Taylor Berg-Kirkpatrick Julian McAuley 18 5 0 13 Jul 2021
Combiner: Full Attention Transformer with Sparse Computation Cost Hongyu Ren H. Dai Zihang Dai Mengjiao Yang J. Leskovec Dale Schuurmans Bo Dai 73 77 0 12 Jul 2021