EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation

3 August 2021

Papers citing "EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation"

44 / 44 papers shown

Title
A Survey on Multimodal Music Emotion Recognition Rashini Liyanarachchi Aditya Joshi Erik Meijering 29 1 0 26 Apr 2025
A Survey on Cross-Modal Interaction Between Music and Multimodal Data Sifei Li Mining Tan Feier Shen Minyan Luo Zijiao Yin Fan Tang W. Dong Changsheng Xu 62 0 0 17 Apr 2025
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao W. Wang Songruoyao Wu Jiaxing Yu K. Zhang MGen VGen 70 1 0 01 Apr 2025
The GigaMIDI Dataset with Features for Expressive Music Performance Detection Keon Ju M. Lee J. Ens Sara Adkins Pedro Sarmento M. Barthet Philippe Pasquier 39 0 0 24 Feb 2025
From Audio Deepfake Detection to AI-Generated Music Detection -- A Pathway and Overview Yupei Li M. Milling Lucia Specia Björn Schuller 89 6 0 30 Nov 2024
PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text Hayeon Bang Eunjin Choi Megan Finch Seungheon Doh Seolhee Lee G. Lee Juhan Nam 21 0 0 04 Nov 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 33 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 45 0 0 17 Sep 2024
Flexible Control in Symbolic Music Generation via Musical Metadata Sangjun Han Jiwon Ham Chaeeun Lee Heejin Kim Soojong Do Sihyuk Yi Jun Seo Seoyoon Kim Yountae Jung Woohyung Lim 35 0 0 28 Aug 2024
Emotion-driven Piano Music Generation via Two-stage Disentanglement and Functional Representation Jingyue Huang Ke Chen Yi-Hsuan Yang CoGe 36 3 0 30 Jul 2024
Emotion-Driven Melody Harmonization via Melodic Variation and Functional Representation Jingyue Huang Yi-Hsuan Yang 29 2 0 29 Jul 2024
Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-training Zijian Zhao AAML 32 1 0 11 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 32 5 0 26 Jun 2024
Are we there yet? A brief survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges Jaeyong Kang Dorien Herremans 35 3 0 13 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
Understanding Human-AI Collaboration in Music Therapy Through Co-Design with Therapists Jingjing Sun Jingyi Yang Guyue Zhou Yucheng Jin Jiangtao Gong 41 9 0 22 Feb 2024
ScripTONES: Sentiment-Conditioned Music Generation for Movie Scripts Vishruth Veerendranath Vibha Masti Utkarsh Gupta Hrishit Chaudhuri Gowri Srinivasa 17 1 0 13 Jan 2024
MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion Shulei Ji Xinyu Yang 17 3 0 16 Dec 2023
N-Gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding Jinhao Tian Zuchao Li Jiajia Li Ping Wang 24 3 0 13 Dec 2023
Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models Jincheng Zhang Jingjing Tang C. Saitis Gyorgy Fazekas DiffM 30 3 0 21 Oct 2023
Fast Diffusion GAN Model for Symbolic Music Generation Controlled by Emotions Jincheng Zhang Gyorgy Fazekas C. Saitis DiffM 14 5 0 21 Oct 2023
Impact of time and note duration tokenizations on deep learning symbolic music modeling Nathan Fradet Nicolas Gutowski F. Chhel Jean-Pierre Briot 27 7 0 12 Oct 2023
Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations Kilichbek Haydarov Xiaoqian Shen Avinash Madasu Mahmoud Salem Jia Li Gamaleldin F. Elsayed Mohamed Elhoseiny 31 4 0 30 Aug 2023
Symbolic & Acoustic: Multi-domain Music Emotion Modeling for Instrumental Music Kexin Zhu Xulong Zhang Jianzong Wang Ning Cheng Jing Xiao 16 0 0 28 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Erik Cambria Björn W. Schuller LM&MA AuLLM 29 37 0 24 Aug 2023
Emotion4MIDI: a Lyrics-based Emotion-Labeled Symbolic Music Dataset Serkan Sulun Pedro Oliveira Paula Viana 23 0 0 27 Jul 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
EmoGen: Eliminating Subjective Bias in Emotional Music Generation C. Kang Peiling Lu Botao Yu Xuejiao Tan Wei Ye Shikun Zhang Jiang Bian MGen 40 6 0 03 Jul 2023
MuseCoco: Generating Symbolic Music from Text Peiling Lu Xin Xu C. Kang Botao Yu Chengyi Xing Xuejiao Tan Jiang Bian 12 39 0 31 May 2023
REMAST: Real-time Emotion-based Music Arrangement with Soft Transition Zihao W. Wang Le Ma Chen Zhang Bo Han Yunfei Xu ... Xinyi Chen HaoRong Hong Wenbo Liu Xinda Wu Kecheng Zhang 15 2 0 14 May 2023
Byte Pair Encoding for Symbolic Music Nathan Fradet Nicolas Gutowski F. Chhel Jean-Pierre Briot 27 15 0 27 Jan 2023
AI-Based Affective Music Generation Systems: A Review of Methods, and Challenges Adyasha Dash Kathleen Agres MGen 22 17 0 10 Jan 2023
Generating music with sentiment using Transformer-GANs Pedro Neves José Fornari J. Florindo MGen 15 22 0 21 Dec 2022
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 16 8 0 14 Nov 2022
Controlling Perceived Emotion in Symbolic Music Generation with Monte Carlo Tree Search Lucas N. Ferreira Lili Mou Jim Whitehead Levi H. S. Lelis 17 17 0 10 Aug 2022
Symbolic music generation conditioned on continuous-valued emotions Serkan Sulun M. Davies Paula Viana MGen 14 25 0 30 Mar 2022
Conditional Drums Generation using Compound Word Representations D. Makris Guo Zixun Maximos A. Kaliakatsos-Papakostas Dorien Herremans 22 10 0 09 Feb 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
Learning To Generate Piano Music With Sustain Pedals Joann Ching Yi-Hsuan Yang 12 2 0 01 Nov 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 30 25 0 12 Jul 2021
ReconVAT: A Semi-Supervised Automatic Music Transcription Framework for Low-Resource Real-World Data K. Cheuk Dorien Herremans Li Su 58 31 0 11 Jul 2021
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework D. Makris Kat R. Agres Dorien Herremans 53 27 0 27 Apr 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 105 180 0 07 Jan 2021