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Music Transformer

12 September 2018

Matthew D. Hoffman

Papers citing "Music Transformer"

50 / 264 papers shown

Title
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument sounds Xuan Shi Erica Cooper Junichi Yamagishi 100 7 0 24 Jul 2021
JS Fake Chorales: a Synthetic Dataset of Polyphonic Music with Human Annotation Omar Peracha 135 10 0 21 Jul 2021
Melody Structure Transfer Network: Generating Music with Separable Self-Attention Ning Zhang Junchi Yan MGen 102 1 0 21 Jul 2021
FLAT: An Optimized Dataflow for Mitigating Attention Bottlenecks Sheng-Chun Kao Suvinay Subramanian Gaurav Agrawal Amir Yazdanbakhsh T. Krishna 133 64 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 82 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 171 80 0 12 Jul 2021
BERT-like Pre-training for Symbolic Piano Music Classification Tasks Yi-Hui Chou I-Chun Chen Chin-Jui Chang Joann Ching Yi-Hsuan Yang 102 25 0 12 Jul 2021
BumbleBee: A Transformer for Music L. Fenaux Maria Juliana Quintero 121 2 0 07 Jul 2021
TENT: Tensorized Encoder Transformer for Temperature Forecasting Onur Bilgin Paweł Mąka Thomas Vergutz S. Mehrkanoon AI4TS 71 13 0 28 Jun 2021
Transflower: probabilistic autoregressive dance generation with multimodal attention Guillermo Valle Pérez G. Henter Jonas Beskow A. Holzapfel Pierre-Yves Oudeyer Simon Alexanderson 128 43 0 25 Jun 2021
Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication Navonil Majumder Deepanway Ghosal Devamanyu Hazarika Alexander Gelbukh Rada Mihalcea Soujanya Poria 104 20 0 22 Jun 2021
Multi-head or Single-head? An Empirical Comparison for Transformer Training Liyuan Liu Jialu Liu Jiawei Han 71 33 0 17 Jun 2021
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training Mingliang Zeng Xu Tan Rui Wang Zeqian Ju Tao Qin Tie-Yan Liu 70 136 0 10 Jun 2021
CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings Tatiana Likhomanenko Qiantong Xu Gabriel Synnaeve R. Collobert A. Rogozhnikov OOD ViT 90 60 0 06 Jun 2021
Global Structure-Aware Drum Transcription Based on Self-Attention Mechanisms Ryoto Ishizuka Ryo Nishikimi Kazuyoshi Yoshii 53 6 0 12 May 2021
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE Shih-Lun Wu Yi-Hsuan Yang ViT 109 55 0 10 May 2021
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework D. Makris Kat R. Agres Dorien Herremans 110 27 0 27 Apr 2021
RoFormer: Enhanced Transformer with Rotary Position Embedding Jianlin Su Yu Lu Shengfeng Pan Ahmed Murtadha Bo Wen Yunfeng Liu 382 2,555 0 20 Apr 2021
Deep Transformer Networks for Time Series Classification: The NPP Safety Case B. Zha A. Vanni Yassin Hassan T. Aldemir Alper Yılmaz MedIm AI4CE 29 2 0 09 Apr 2021
MuSLCAT: Multi-Scale Multi-Level Convolutional Attention Transformer for Discriminative Music Modeling on Raw Waveforms Kai Middlebrook Shyam Sudhakaran David Guy Brizan 30 0 0 06 Apr 2021
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN Giorgio Barnabò Giovanni Trappolini L. Lastilla Cesare Campagnano Angela Fan Fabio Petroni Fabrizio Silvestri 69 4 0 01 Apr 2021
Collaborative Learning to Generate Audio-Video Jointly V. Kurmi Vipul Bajaj Badri N. Patro K. Venkatesh Vinay P. Namboodiri Preethi Jyothi VGen 60 11 0 01 Apr 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 128 198 0 31 Mar 2021
Symbolic Music Generation with Diffusion Models Gautam Mittal Jesse Engel Curtis Hawthorne Ian Simon MGen DiffM 113 194 0 30 Mar 2021
Optimal Embedding Calibration for Symbolic Music Similarity Xinran Zhang Maosong Sun Jiafeng Liu Xiaobing Li 31 1 0 13 Mar 2021
Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 71 80 0 11 Mar 2021
Nested-block self-attention for robust radiotherapy planning segmentation Harini Veeraraghavan Jue Jiang Elguindi Sharif S. Berry Ifeanyirochukwu Onochie Aditya P. Apte L. Cerviño Joseph O. Deasy 98 3 0 26 Feb 2021
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up Yi Ding Shiyu Chang Zhangyang Wang ViT 165 394 0 14 Feb 2021
NAST: Non-Autoregressive Spatial-Temporal Transformer for Time Series Forecasting Kai Chen Guang Chen Dan Xu Lijun Zhang Yuyao Huang Alois C. Knoll AI4TS 56 22 0 10 Feb 2021
Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs Wen-Yi Hsiao Jen-Yu Liu Yin-Cheng Yeh Yi-Hsuan Yang 193 187 0 07 Jan 2021
Portfolio Optimization with 2D Relative-Attentional Gated Transformer Tae Wan Kim Matloob Khushi AI4TS 75 12 0 27 Dec 2020
A novel dataset for the identification of computer generated melodies in the CSMT challenge Shengchen Li Yinji Jing Georgy Fazekas 57 2 0 07 Dec 2020
Multi-Instrumentalist Net: Unsupervised Generation of Music from Body Movements Kun Su Xiulong Liu Eli Shlizerman 94 29 0 07 Dec 2020
Real-time error correction and performance aid for MIDI instruments G. Marinov 28 0 0 26 Nov 2020
Vertical-Horizontal Structured Attention for Generating Music with Chords Yizhou Zhao Liang Qiu Wensi Ai Feng Shi Song-Chun Zhu MGen 59 2 0 18 Nov 2020
s-Transformer: Segment-Transformer for Robust Neural Speech Synthesis Xi Wang Huaiping Ming Lei He Frank Soong 43 5 0 17 Nov 2020
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions Shulei Ji Jing Luo Xinyu Yang MGen 61 126 0 13 Nov 2020
Research on AI Composition Recognition Based on Music Rules Yang Deng Ziyao Xu Li Zhou Huanping Liu Anqi Huang 21 2 0 15 Oct 2020
Automatic Analysis and Influence of Hierarchical Structure on Melody, Rhythm and Harmony in Popular Music Shuqi Dai Huan Zhang Roger B. Dannenberg 58 25 0 15 Oct 2020
A variational autoencoder for music generation controlled by tonal tension Rui Guo Ivor Simpson Thor Magnusson C. Kiefer Dorien Herremans MGen DRL 78 18 0 13 Oct 2020
AI Song Contest: Human-AI Co-Creation in Songwriting Cheng-Zhi Anna Huang Hendrik Vincent Koops Ed Newton-Rex Monica Dinculescu Carrie J. Cai 57 92 0 12 Oct 2020
GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music Qiuqiang Kong Bochen Li Jitong Chen Yuxuan Wang 396 81 0 11 Oct 2020
A Transformer-based Framework for Multivariate Time Series Representation Learning George Zerveas Srideepika Jayaraman Dhaval Patel A. Bhamidipaty Carsten Eickhoff AI4TS 111 951 0 06 Oct 2020
MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention Carson Eisenach Yagna Patel Dhruv Madeka AI4TS 107 37 0 30 Sep 2020
Rethinking Attention with Performers K. Choromanski Valerii Likhosherstov David Dohan Xingyou Song Andreea Gane ... Afroz Mohiuddin Lukasz Kaiser David Belanger Lucy J. Colwell Adrian Weller 202 1,605 0 30 Sep 2020
Medley2K: A Dataset of Medley Transitions Lukas Faber Sandro Luck Damian Pascual Andreas Roth Gino Brunner Roger Wattenhofer MedIm 55 0 0 25 Aug 2020
Dynamic Future Net: Diversified Human Motion Generation Wenheng Chen He Wang Yi Yuan Tianjia Shao Kun Zhou 3DH 98 23 0 25 Aug 2020
Generating Music with a Self-Correcting Non-Chronological Autoregressive Model Wayne Chi Prachi Kumar Suri Yaddanapudi Rahul Suresh Umut Isik KELM 118 10 0 18 Aug 2020
PopMAG: Pop Music Accompaniment Generation Yi Ren Jinzheng He Xu Tan Tao Qin Zhou Zhao Tie-Yan Liu 93 118 0 18 Aug 2020
POP909: A Pop-song Dataset for Music Arrangement Generation Ziyu Wang Kai Chen Junyan Jiang Yiyi Zhang Maoran Xu Shuqi Dai Xianbin Gu Gus Xia 76 139 0 17 Aug 2020