The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures

4 August 2020

Papers citing "The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-composed Music through Quantitative Measures"

47 / 47 papers shown

Title
Of All StrIPEs: Investigating Structure-informed Positional Encoding for Efficient Music Generation Manvi Agarwal Changhong Wang Gaël Richard 31 0 0 07 Apr 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao Wang Songruoyao Wu Jiaxing Yu Kaipeng Zhang MGen VGen 73 1 0 01 Apr 2025
Do we need more complex representations for structure? A comparison of note duration representation for Music Transformers Gabriel Souza Flavio Figueiredo Alexei Machado Deborah Guimarães 30 1 0 14 Oct 2024
Small Tunes Transformer: Exploring Macro & Micro-Level Hierarchies for Skeleton-Conditioned Melody Generation Yishan Lv Jing Luo Boyuan Ju Xinyu Yang 26 0 0 11 Oct 2024
Generating Symbolic Music from Natural Language Prompts using an LLM-Enhanced Dataset Weihan Xu Julian McAuley Taylor Berg-Kirkpatrick Shlomo Dubnov Hao-Wen Dong 41 1 0 02 Oct 2024
PDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing Phillip Long Zachary Novack Taylor Berg-Kirkpatrick Julian McAuley 47 0 0 17 Sep 2024
MMT-BERT: Chord-aware Symbolic Music Generation Based on Multitrack Music Transformer and MusicBERT Jinlong Zhu Keigo Sakurai Ren Togo Takahiro Ogawa Miki Haseyama GAN 30 1 0 02 Sep 2024
Why Perturbing Symbolic Music is Necessary: Fitting the Distribution of Never-used Notes through a Joint Probabilistic Diffusion Model Shipei Liu Xiaoya Fan Guowei Wu DiffM 32 1 0 04 Aug 2024
Generating High-quality Symbolic Music Using Fine-grained Discriminators Zhedong Zhang Liang-Sheng Li Jiehua Zhang Zhenghui Hu Hongkui Wang Chenggang Yan Jian Yang Yuankai Qi 45 2 0 03 Aug 2024
PiCoGen2: Piano cover generation with transfer learning approach and weakly aligned data Chih-Pin Tan Hsin Ai Yi-Hsin Chang Shuen-Huei Guan Yi-Hsuan Yang 48 2 0 02 Aug 2024
Practical and Reproducible Symbolic Music Generation by Large Language Models with Structural Embeddings Seungyeon Rhyu Kichang Yang Sungjun Cho Jaehyeon Kim Kyogu Lee Moontae Lee 43 0 0 29 Jul 2024
Composer's Assistant 2: Interactive Multi-Track MIDI Infilling with Fine-Grained User Control Martin E. Malandro 47 1 0 19 Jul 2024
PianoBART: Symbolic Piano Music Generation and Understanding with Large-Scale Pre-Training Xiao Liang Zijian Zhao Weichao Zeng Yutong He Fupeng He Yiyi Wang Chengying Gao 48 5 0 26 Jun 2024
Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey Dinh-Viet-Toan Le Louis Bigo Mikaela Keller Dorien Herremans MedIm 32 9 0 27 Feb 2024
A Survey of Music Generation in the Context of Interaction Ismael Agchar Ilja Baumann Franziska Braun Paula Andrea Pérez-Toro Korbinian Riedhammer Sebastian Trump Martin Ullrich MGen 37 0 0 23 Feb 2024
Structure-informed Positional Encoding for Music Generation Manvi Agarwal Changhong Wang Gaël Richard 36 2 0 20 Feb 2024
Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model Jaeyong Kang Soujanya Poria Dorien Herremans MGen VGen 22 32 0 02 Nov 2023
Unsupervised Lead Sheet Generation via Semantic Compression Zachary Novack Nikita Srivatsan Taylor Berg-Kirkpatrick Julian McAuley 32 0 0 16 Oct 2023
Comparative Assessment of Markov Models and Recurrent Neural Networks for Jazz Music Generation Conrad Hsu Ross Greer 19 0 0 14 Sep 2023
JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music Overpainting E. Row Jingjing Tang Georgy Fazekas SLR 16 1 0 18 Jul 2023
Emotion-Guided Music Accompaniment Generation Based on Variational Autoencoder Qi Wang Shubing Zhang Li Zhou MGen 28 4 0 08 Jul 2023
The Ethical Implications of Generative Audio Models: A Systematic Literature Review J. Barnett 29 25 0 07 Jul 2023
A Multi-Scale Attentive Transformer for Multi-Instrument Symbolic Music Generation Xipin Wei Junhui Chen Zirui Zheng Li Guo Lantian Li Dong Wang 20 3 0 26 May 2023
From Words to Music: A Study of Subword Tokenization Techniques in Symbolic Music Generation Adarsh Kumar Pedro Sarmento 36 4 0 18 Apr 2023
GTR-CTRL: Instrument and Genre Conditioning for Guitar-Focused Music Generation with Transformers Pedro Sarmento Adarsh Kumar Yu-Hua Chen CJ Carr Zack Zukowski M. Barthet 51 20 0 10 Feb 2023
An Comparative Analysis of Different Pitch and Metrical Grid Encoding Methods in the Task of Sequential Music Generation Yuqiang Li Shengchen Li Georgy Fazekas 44 2 0 31 Jan 2023
Composer's Assistant: An Interactive Transformer for Multi-Track MIDI Infilling Martin E. Malandro 32 6 0 29 Jan 2023
Dance2MIDI: Dance-driven multi-instruments music generation Bo Han Yuheng Li Yixuan Shen Yi Ren Feilin Han 23 5 0 22 Jan 2023
ComMU: Dataset for Combinatorial Music Generation Lee Hyun Taehyun Kim Hyolim Kang Minjoo Ki H. Hwang Kwanho Park Sharang Han Seon Joo Kim 35 14 0 17 Nov 2022
YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations Eunjin Choi Y. Chung Seolhee Lee JongIk Jeon Taegyun Kwon Juhan Nam 26 8 0 14 Nov 2022
Melody Infilling with User-Provided Structural Context Chih-Pin Tan A. Su Yi-Hsuan Yang 36 3 0 06 Oct 2022
Vision+X: A Survey on Multimodal Learning in the Light of Data Ye Zhu Yuehua Wu N. Sebe Yan Yan 35 16 0 05 Oct 2022
Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach Shih-Lun Wu Yi-Hsuan Yang 46 14 0 17 Sep 2022
Multitrack Music Transformer Hao-Wen Dong K. Chen Shlomo Dubnov Julian McAuley Taylor Berg-Kirkpatrick 31 37 0 14 Jul 2022
The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation Guowei Wu Shipei Liu Xiaoya Fan 19 12 0 17 May 2022
Conditional Drums Generation using Compound Word Representations D. Makris Guo Zixun Maximos A. Kaliakatsos-Papakostas Dorien Herremans 32 10 0 09 Feb 2022
Video Background Music Generation with Controllable Music Transformer Shangzhe Di Jiang Sihan Liu Zhaokai Wang Leyan Zhu Zexin He Hongming Liu Shuicheng Yan 22 91 0 16 Nov 2021
Music Score Expansion with Variable-Length Infilling Chih-Pin Tan Chin-Jui Chang A. Su Yi-Hsuan Yang 26 2 0 11 Nov 2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer Yi-Jen Shih Shih-Lun Wu Frank Zalkow Meinard Muller Yi-Hsuan Yang 35 76 0 07 Nov 2021
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 23 25 0 14 Sep 2021
Variable-Length Music Score Infilling via XLNet and Musically Specialized Positional Encoding Chin-Jui Chang Chun-Yi Lee Yi-Hsuan Yang 29 21 0 11 Aug 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 35 25 0 12 Jul 2021
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE Shih-Lun Wu Yi-Hsuan Yang ViT 25 53 0 10 May 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 113 180 0 07 Jan 2021
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions Shulei Ji Jing Luo Xinyu Yang MGen 13 125 0 13 Nov 2020
MusPy: A Toolkit for Symbolic Music Generation Hao-Wen Dong K. Chen Julian McAuley Taylor Berg-Kirkpatrick MGen 20 60 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 15 30 0 04 Aug 2020