Controllable deep melody generation via hierarchical music structure representation

2 September 2021

Roger B. Dannenberg

Papers citing "Controllable deep melody generation via hierarchical music structure representation"

33 / 33 papers shown

Title
Small Tunes Transformer: Exploring Macro & Micro-Level Hierarchies for Skeleton-Conditioned Melody Generation Yishan Lv Jing Luo Boyuan Ju Xinyu Yang 21 0 0 11 Oct 2024
Between the AI and Me: Analysing Listeners' Perspectives on AI- and Human-Composed Progressive Metal Music Yan Yang Dongxu Li Mathieu Barthet 26 1 0 31 Jul 2024
Generating Music with Structure Using Self-Similarity as Attention Sophia Hager Kathleen R. Hablutzel Katherine Kinnaird MGen 28 1 0 21 Jun 2024
Whole-Song Hierarchical Generation of Symbolic Music Using Cascaded Diffusion Models Ziyu Wang Lejun Min Gus Xia DiffM 21 10 0 16 May 2024
Motifs, Phrases, and Beyond: The Modelling of Structure in Symbolic Music Generation Keshav Bhandari Simon Colton 30 8 0 12 Mar 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
DITTO: Diffusion Inference-Time T-Optimization for Music Generation Zachary Novack Julian McAuley Taylor Berg-Kirkpatrick Nicholas J. Bryan DiffM 26 32 0 22 Jan 2024
Music ControlNet: Multiple Time-varying Controls for Music Generation Shih-Lun Wu Chris Donahue Shinji Watanabe Nicholas J. Bryan DiffM MGen 29 50 0 13 Nov 2023
Video2Music: Suitable Music Generation from Videos using an Affective Multimodal Transformer model Jaeyong Kang Soujanya Poria Dorien Herremans MGen VGen 15 31 0 02 Nov 2023
Loop Copilot: Conducting AI Ensembles for Music Generation and Iterative Editing Yixiao Zhang Akira Maezawa Gus Xia Kazuhiko Yamamoto Simon Dixon 44 17 0 19 Oct 2023
MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models Dingyao Yu Kaitao Song Peiling Lu Tianyu He Xu Tan Wei Ye Shikun Zhang Jiang Bian LLMAG 19 16 0 18 Oct 2023
Unsupervised Lead Sheet Generation via Semantic Compression Zachary Novack Nikita Srivatsan Taylor Berg-Kirkpatrick Julian McAuley 24 0 0 16 Oct 2023
Motif-Centric Representation Learning for Symbolic Music Yuxuan Wu Roger B. Dannenberg Gus Xia 16 0 0 19 Sep 2023
A Comprehensive Survey for Evaluation Methodologies of AI-Generated Music Zeyu Xiong Weitao Wang Jing Yu Yue Lin Ziyan Wang MGen 28 6 0 26 Aug 2023
IteraTTA: An interface for exploring both text prompts and audio priors in generating music with text-to-audio models Hiromu Yakura Masataka Goto 19 2 0 24 Jul 2023
Controllable Lyrics-to-Melody Generation Zhe Zhang Yi Yu Atsuhiro Takasu 9 5 0 05 Jun 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 34 2 0 31 Jan 2023
Regeneration Learning: A Learning Paradigm for Data Generation Xu Tan Tao Qin Jiang Bian Tie-Yan Liu Yoshua Bengio GAN 38 15 0 21 Jan 2023
WuYun: Exploring hierarchical skeleton-guided melody generation using knowledge-enhanced deep learning Kejun Zhang Xinda Wu Tieyao Zhang Zhijie Huang Xu Tan Qihao Liang Songruoyao Wu Lingyun Sun 40 10 0 11 Jan 2023
TunesFormer: Forming Irish Tunes with Control Codes by Bar Patching Shangda Wu Xiaobing Li Feng Yu Maosong Sun 32 11 0 07 Jan 2023
Modeling the Rhythm from Lyrics for Melody Generation of Pop Song Daiyu Zhang Ju-Chiang Wang Katerina Kosta Jordan B. L. Smith Shicen Zhou 18 3 0 03 Jan 2023
Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models Moseli Motsóehli Anna Sergeevna Bosman J. D. Villiers AAML GAN MGen 13 0 0 01 Nov 2022
Relating Human Perception of Musicality to Prediction in a Predictive Coding Model Nikolas McNeal Jennifer Huang Aniekan Umoren Shuqi Dai Roger Dannenberg R. Randall T. Lee 20 0 0 29 Oct 2022
Melody Infilling with User-Provided Structural Context Chih-Pin Tan A. Su Yi-Hsuan Yang 31 3 0 06 Oct 2022
Compose & Embellish: Well-Structured Piano Performance Generation via A Two-Stage Approach Shih-Lun Wu Yi-Hsuan Yang 38 14 0 17 Sep 2022
Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation Jingwei Zhao Gus Xia Ye Wang DRL 39 6 0 15 Sep 2022
What is missing in deep music generation? A study of repetition and structure in popular music Shuqi Dai Huiran Yu Roger B. Dannenberg MGen 18 16 0 01 Sep 2022
MeloForm: Generating Melody with Musical Form based on Expert Systems and Neural Networks Peiling Lu Xu Tan Botao Yu Tao Qin Sheng Zhao Tie-Yan Liu 19 10 0 30 Aug 2022
Multitrack Music Transformer Hao-Wen Dong K. Chen Shlomo Dubnov Julian McAuley Taylor Berg-Kirkpatrick 23 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 14 12 0 17 May 2022
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
MELONS: generating melody with long-term structure using transformers and structure graph Yi Zou Pei Zou Yi Zhao Kai Zhang Ran Zhang Xiaorui Wang MGen 30 33 0 11 Oct 2021
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning Xueyao Zhang Jinchao Zhang Yao Qiu Li Wang Jie Zhou 21 25 0 14 Sep 2021