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1803.05428
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A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music
International Conference on Machine Learning (ICML), 2018
13 March 2018
Adam Roberts
Jesse Engel
Colin Raffel
Curtis Hawthorne
Douglas Eck
BDL
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Papers citing
"A Hierarchical Latent Vector Model for Learning Long-Term Structure in Music"
50 / 213 papers shown
Exploring Latent Spaces of Tonal Music using Variational Autoencoders
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Learning Dynamics in Linear VAE: Posterior Collapse Threshold, Superfluous Latent Space Pitfalls, and Speedup with KL Annealing
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
Yuma Ichikawa
Koji Hukushima
203
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24 Oct 2023
Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models
International Workshop on Machine Learning for Signal Processing (MLSP), 2023
Jincheng Zhang
Jingjing Tang
C. Saitis
Gyorgy Fazekas
DiffM
166
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0
21 Oct 2023
Fast Diffusion GAN Model for Symbolic Music Generation Controlled by Emotions
Jincheng Zhang
Gyorgy Fazekas
C. Saitis
DiffM
179
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0
21 Oct 2023
AudRandAug: Random Image Augmentations for Audio Classification
Teerath Kumar
Muhammad Turab
Alessandra Mileo
Malika Bendechache
Takfarinas Saber
175
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0
09 Sep 2023
A Comprehensive Survey for Evaluation Methodologies of AI-Generated Music
Zeyu Xiong
Weitao Wang
Jing Yu
Yue Lin
Ziyan Wang
MGen
249
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26 Aug 2023
A Survey of AI Music Generation Tools and Models
Yueyue Zhu
Jared Baca
Banafsheh Rekabdar
Reza Rawassizadeh
MGen
279
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24 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Purnima Kamath
Chitralekha Gupta
L. Wyse
Suranga Nanayakkara
276
5
0
23 Aug 2023
Exploring XAI for the Arts: Explaining Latent Space in Generative Music
Nick Bryan-Kinns
Berker Banar
Corey Ford
Courtney N. Reed
Yixiao Zhang
S. Colton
Jack Armitage
219
37
0
10 Aug 2023
Exploring how a Generative AI interprets music
G. Barenboim
L. Debbio
J. Hirn
V. Sanz
MGen
202
6
0
31 Jul 2023
Graph-based Polyphonic Multitrack Music Generation
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Emanuele Cosenza
Andrea Valenti
D. Bacciu
188
6
0
27 Jul 2023
Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls
International Society for Music Information Retrieval Conference (ISMIR), 2023
Lejun Min
Junyan Jiang
Gus Xia
Jingwei Zhao
DiffM
231
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19 Jul 2023
ShredGP: Guitarist Style-Conditioned Tablature Generation
Pedro Sarmento
Adarsh Kumar
Dekun Xie
CJ Carr
Zack Zukowski
M. Barthet
181
9
0
11 Jul 2023
Controllable Lyrics-to-Melody Generation
Zhe Zhang
Yi Yu
Atsuhiro Takasu
193
9
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05 Jun 2023
Transfer Learning for Underrepresented Music Generation
International Conference on Innovative Computing and Cloud Computing (ICCC), 2023
Anahita Doosti
Matthew J. Guzdial
VLM
123
2
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01 Jun 2023
MIDI-Draw: Sketching to Control Melody Generation
Tashi Namgyal
Peter A. Flach
Raúl Santos-Rodríguez
241
2
0
19 May 2023
Discrete Diffusion Probabilistic Models for Symbolic Music Generation
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Matthias Plasser
S. Peter
Gerhard Widmer
DiffM
MGen
175
19
0
16 May 2023
V2Meow: Meowing to the Visual Beat via Video-to-Music Generation
AAAI Conference on Artificial Intelligence (AAAI), 2023
Kun Su
Judith Yue Li
Qingqing Huang
Dima Kuzmin
Joonseok Lee
...
Fei Sha
A. Jansen
Yu Wang
Mauro Verzetti
Timo I. Denk
VGen
199
23
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11 May 2023
Long-Term Rhythmic Video Soundtracker
International Conference on Machine Learning (ICML), 2023
Jiashuo Yu
Yaohui Wang
Xinyuan Chen
Xiao Sun
Yu Qiao
DiffM
297
19
0
02 May 2023
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance Music
Xinyu Li
201
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01 May 2023
A Complete Survey on Generative AI (AIGC): Is ChatGPT from GPT-4 to GPT-5 All You Need?
Chaoning Zhang
Chenshuang Zhang
Sheng Zheng
Yu Qiao
Chenghao Li
...
Lik-Hang Lee
Yang Yang
Heng Tao Shen
In So Kweon
Choong Seon Hong
303
199
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21 Mar 2023
Generating symbolic music using diffusion models
Lilac Atassi
DiffM
179
8
0
15 Mar 2023
DiffuseRoll: Multi-track multi-category music generation based on diffusion model
Hongfei Wang
DiffM
126
4
0
14 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
177
2
0
31 Jan 2023
Composer's Assistant: An Interactive Transformer for Multi-Track MIDI Infilling
International Society for Music Information Retrieval Conference (ISMIR), 2023
Martin E. Malandro
221
10
0
29 Jan 2023
Multi-Rate VAE: Train Once, Get the Full Rate-Distortion Curve
International Conference on Learning Representations (ICLR), 2022
Juhan Bae
Michael Ruogu Zhang
Michael Ruan
Eric Wang
S. Hasegawa
Jimmy Ba
Roger C. Grosse
DRL
237
23
0
07 Dec 2022
A Domain-Knowledge-Inspired Music Embedding Space and a Novel Attention Mechanism for Symbolic Music Modeling
AAAI Conference on Artificial Intelligence (AAAI), 2022
Z. Guo
J. Kang
Dorien Herremans
133
23
0
02 Dec 2022
Variational Laplace Autoencoders
International Conference on Machine Learning (ICML), 2019
Yookoon Park
C. Kim
Gunhee Kim
BDL
DRL
173
25
0
30 Nov 2022
A Review of Intelligent Music Generation Systems
Lei Wang
Ziyi Zhao
Han Liu
Junwei Pang
Yi-qiang Qin
Qidi Wu
MGen
259
51
0
16 Nov 2022
Challenges in creative generative models for music: a divergence maximization perspective
Axel Chemla-Romeu-Santos
P. Esling
253
5
0
16 Nov 2022
InstantGroup: Instant Template Generation for Scalable Group of Brain MRI Registration
IEEE Transactions on Image Processing (IEEE TIP), 2022
Ziyi He
Albert C. S. Chung
241
1
0
10 Nov 2022
Comparision Of Adversarial And Non-Adversarial LSTM Music Generative Models
Moseli Motsóehli
Anna Sergeevna Bosman
J. D. Villiers
AAML
GAN
MGen
209
0
0
01 Nov 2022
A Survey on Artificial Intelligence for Music Generation: Agents, Domains and Perspectives
Carlos Hernandez-Olivan
Javier Hernandez-Olivan
J. R. Beltrán
MGen
280
10
0
25 Oct 2022
Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation
Neural Information Processing Systems (NeurIPS), 2022
Botao Yu
Peiling Lu
Rui Wang
Wei Hu
Xu Tan
Wei Ye
Shikun Zhang
Tao Qin
Tie-Yan Liu
MGen
263
81
0
19 Oct 2022
Melody Infilling with User-Provided Structural Context
International Society for Music Information Retrieval Conference (ISMIR), 2022
Chih-Pin Tan
A. Su
Yi-Hsuan Yang
144
4
0
06 Oct 2022
MR4MR: Mixed Reality for Melody Reincarnation
Atsuya Kobayashi
Ryogo Ishino
Ryuku Nobusue
Takumi Inoue
Keisuke Okazaki
Shoma Sawa
N. Tokui
28
0
0
15 Sep 2022
What is missing in deep music generation? A study of repetition and structure in popular music
International Society for Music Information Retrieval Conference (ISMIR), 2022
Shuqi Dai
Huiran Yu
Roger B. Dannenberg
MGen
175
21
0
01 Sep 2022
Pathway to Future Symbiotic Creativity
Yi-Ting Guo
Qi-fei Liu
Jie Chen
Wei Xue
Jie Fu
...
Fernando Rosas
Jeffrey Shaw
Xing Wu
Jiji Zhang
Jianliang Xu
255
0
0
18 Aug 2022
Symbolic Music Loop Generation with Neural Discrete Representations
International Society for Music Information Retrieval Conference (ISMIR), 2022
Sangjun Han
H. Ihm
Moontae Lee
Woohyung Lim
296
9
0
11 Aug 2022
Multitrack Music Transformer
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Hao-Wen Dong
Kai Chen
Shlomo Dubnov
Julian McAuley
Taylor Berg-Kirkpatrick
292
51
0
14 Jul 2022
The Power of Fragmentation: A Hierarchical Transformer Model for Structural Segmentation in Symbolic Music Generation
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Guowei Wu
Shipei Liu
Xiaoya Fan
228
17
0
17 May 2022
Symphony Generation with Permutation Invariant Language Model
International Society for Music Information Retrieval Conference (ISMIR), 2022
Jiafeng Liu
Yuanliang Dong
Zehua Cheng
Xinran Zhang
Xiaobing Li
Feng Yu
Maosong Sun
281
55
0
10 May 2022
PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings
M. Alzantot
L. Garcia
Mani B. Srivastava
139
2
0
25 Apr 2022
Symbolic music generation conditioned on continuous-valued emotions
IEEE Access (IEEE Access), 2022
Serkan Sulun
M. Davies
Paula Viana
MGen
214
37
0
30 Mar 2022
Subjective Evaluation of Deep Learning Models for Symbolic Music Composition
Carlos Hernandez-Olivan
Jorge Abadias Puyuelo
J. R. Beltrán
170
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0
28 Mar 2022
Flat Latent Manifolds for Human-machine Co-creation of Music
Nutan Chen
Djalel Benbouzid
Francesco Ferroni
Mathis Nitschke
Luciano Pinna
Patrick van der Smagt
233
1
0
23 Feb 2022
Autoencoding Low-Resolution MRI for Semantically Smooth Interpolation of Anisotropic MRI
Jörg Sander
B. D. de Vos
Ivana Ivsgum
DiffM
MedIm
140
17
0
18 Feb 2022
Learning long-term music representations via hierarchical contextual constraints
International Society for Music Information Retrieval Conference (ISMIR), 2022
Shiqing Wei
Gus Xia
143
9
0
13 Feb 2022
The artificial synesthete: Image-melody translations with variational autoencoders
K. Wienand
W. Heckl
88
0
0
06 Dec 2021
Malakai: Music That Adapts to the Shape of Emotions
Zach Harris
L. A. Clarke
Pietro Gagliano
Dante Camarena
Manal Siddiqui
Pablo Samuel Castro
39
1
0
03 Dec 2021
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