Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey

27 February 2024

Papers citing "Natural Language Processing Methods for Symbolic Music Generation and Information Retrieval: a Survey"

50 / 71 papers shown

Title
Evaluating Human-AI Interaction via Usability, User Experience and Acceptance Measures for MMM-C: A Creative AI System for Music Composition Renaud Bougueng Tchemeube J. Ens C. P Philippe Pasquier Maryam Safi Yvan Grabit Jean-Baptiste Rolland 65 12 0 18 Apr 2025
Can LLMs "Reason" in Music? An Evaluation of LLMs' Capability of Music Understanding and Generation Ziya Zhou Yuhang Wu Zhiyue Wu Xinyue Zhang Ruibin Yuan Yi Ma Lu Wang Emmanouil Benetos Wei Xue Yi-Ting Guo LRM 70 3 0 31 Jul 2024
BandControlNet: Parallel Transformers-based Steerable Popular Music Generation with Fine-Grained Spatiotemporal Features Jing Luo Xinyu Yang Dorien Herremans 60 3 0 15 Jul 2024
miditok: A Python package for MIDI file tokenization Nathan Fradet Jean-Pierre Briot F. Chhel A. E. Seghrouchni Nicolas Gutowski 159 41 0 26 Oct 2023
A Survey of AI Music Generation Tools and Models Yueyue Zhu Jared Baca Banafsheh Rekabdar Reza Rawassizadeh MGen 94 17 0 24 Aug 2023
Choir Transformer: Generating Polyphonic Music with Relative Attention on Transformer Jiuyang Zhou Hongyuan Zhu Xingping Wang ViT 22 2 0 01 Aug 2023
MuseCoco: Generating Symbolic Music from Text Peiling Lu Xin Xu C. Kang Botao Yu Chengyi Xing Xuejiao Tan Jiang Bian 89 44 0 31 May 2023
Pitchclass2vec: Symbolic Music Structure Segmentation with Chord Embeddings Nicolas Lazzari Andrea Poltronieri Valentina Presutti 65 7 0 24 Mar 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 66 2 0 31 Jan 2023
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling Z. Guo J. Kang Dorien Herremans 75 20 0 02 Dec 2022
Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task Shangda Wu Maosong Sun 63 20 0 21 Nov 2022
A Review of Intelligent Music Generation Systems Lei Wang Ziyi Zhao Han Liu Junwei Pang Yi-qiang Qin Qidi Wu MGen 51 35 0 16 Nov 2022
Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation Botao Yu Peiling Lu Rui Wang Wei Hu Xu Tan Wei Ye Shikun Zhang Tao Qin Tie-Yan Liu MGen 81 60 0 19 Oct 2022
Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach Shih-Lun Wu Yi-Hsuan Yang 85 14 0 17 Sep 2022
Symphony Generation with Permutation Invariant Language Model Jiafeng Liu Yuanliang Dong Zehua Cheng Xinran Zhang Xiaobing Li Feng Yu Maosong Sun 147 43 0 10 May 2022
Symbolic music generation conditioned on continuous-valued emotions Serkan Sulun M. Davies Paula Viana MGen 67 27 0 30 Mar 2022
Video Background Music Generation with Controllable Music Transformer Shangzhe Di Jiang Sihan Liu Zhaokai Wang Leyan Zhu Zexin He Hongming Liu Shuicheng Yan 86 93 0 16 Nov 2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer Yi-Jen Shih Shih-Lun Wu Frank Zalkow Meinard Muller Yi-Hsuan Yang 74 82 0 07 Nov 2021
Controllable deep melody generation via hierarchical music structure representation Shuqi Dai Zeyu Jin Celso Gomes Roger B. Dannenberg MGen 64 51 0 02 Sep 2021
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation Hsiao-Tzu Hung Joann Ching Seungheon Doh Nabin Kim Juhan Nam Yi-Hsuan Yang 70 93 0 03 Aug 2021
Relative Positional Encoding for Transformers with Linear Complexity Antoine Liutkus Ondřej Cífka Shih-Lun Wu Umut Simsekli Yi-Hsuan Yang Gaël Richard 78 48 0 18 May 2021
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE Shih-Lun Wu Yi-Hsuan Yang ViT 71 55 0 10 May 2021
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework D. Makris Kat R. Agres Dorien Herremans 91 27 0 27 Apr 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 420 5,005 0 24 Feb 2021
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure Zixun Guo D. Makris Dorien Herremans 50 24 0 19 Feb 2021
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction Allison Lahnala Gauri Kambhatla Jiajun Peng Matthew Whitehead Gillian Minnehan Eric Guldan Jonathan K. Kummerfeld Anil cCamci Rada Mihalcea 23 2 0 04 Feb 2021
PopMAG: Pop Music Accompaniment Generation Yi Ren Jinzheng He Xu Tan Tao Qin Zhou Zhao Tie-Yan Liu 88 117 0 18 Aug 2020
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music Ziyu Wang Yiyi Zhang Yixiao Zhang Junyan Jiang Ruihan Yang Jiaqi Zhao Gus Xia 121 55 0 17 Aug 2020
MMM : Exploring Conditional Multi-Track Music Generation with the Transformer J. Ens Philippe Pasquier MGen 121 91 0 13 Aug 2020
Automatic Composition of Guitar Tabs by Transformers and Groove Modeling Yu-Hua Chen Yu-Hsiang Huang Wen-Yi Hsiao Yi-Hsuan Yang 38 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 55 93 0 04 Aug 2020
Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention Angelos Katharopoulos Apoorv Vyas Nikolaos Pappas Franccois Fleuret 209 1,793 0 29 Jun 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 139 387 0 26 Jun 2020
Embeddings as representation for symbolic music Sebastian Garcia-Valencia 16 4 0 19 May 2020
Enabling Language Models to Fill in the Blanks Chris Donahue Mina Lee Percy Liang 51 198 0 11 May 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 187 4,105 0 10 Apr 2020
A Survey on Contextual Embeddings Qi Liu Matt J. Kusner Phil Blunsom 263 151 0 16 Mar 2020
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data Guillaume Wenzek Marie-Anne Lachaux Alexis Conneau Vishrav Chaudhary Francisco Guzmán Armand Joulin Edouard Grave 119 658 0 01 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 506 20,376 0 23 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 267 7,554 0 02 Oct 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 700 24,572 0 26 Jul 2019
LakhNES: Improving multi-instrumental music generation with cross-domain pre-training Chris Donahue H. H. Mao Yiting Li G. Cottrell Julian McAuley 91 119 0 10 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,455 0 19 Jun 2019
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets Yifan Peng Shankai Yan Zhiyong Lu LM&MA AI4MH 94 846 0 13 Jun 2019
Are Sixteen Heads Really Better than One? Paul Michel Omer Levy Graham Neubig MoE 112 1,069 0 25 May 2019
Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned Elena Voita David Talbot F. Moiseev Rico Sennrich Ivan Titov 119 1,149 0 23 May 2019
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing Xiang Lin Shafiq Joty Prathyusha Jwalapuram M Saiful Bari 60 60 0 14 May 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 132 3,159 0 01 Apr 2019
Counterpoint by Convolution Cheng-Zhi Anna Huang Tim Cooijmans Adam Roberts Aaron Courville Douglas Eck BDL 76 151 0 18 Mar 2019