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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
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features
Journal of machine learning research (JMLR), 2021
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I. Glad
Martin Jullum
K. Aas
TDI
FAtt
223
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0
26 Nov 2021
A Contextual Latent Space Model: Subsequence Modulation in Melodic Sequence
Taketo Akama
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195
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23 Nov 2021
Video Background Music Generation with Controllable Music Transformer
Shangzhe Di
Jiang
Sihan Liu
Zhaokai Wang
Leyan Zhu
Zexin He
Hongming Liu
Shuicheng Yan
233
120
0
16 Nov 2021
Symbolic Music Loop Generation with VQ-VAE
Sangjun Han
H. Ihm
Woohyung Lim
MGen
148
1
0
15 Nov 2021
Introducing Variational Autoencoders to High School Students
AAAI Conference on Artificial Intelligence (AAAI), 2021
Zhuoyue Lyu
Safinah Ali
C. Breazeal
DRL
84
11
0
13 Nov 2021
Theme Transformer: Symbolic Music Generation with Theme-Conditioned Transformer
Yi-Jen Shih
Shih-Lun Wu
Frank Zalkow
Meinard Muller
Yi-Hsuan Yang
323
101
0
07 Nov 2021
Actions Speak Louder than Listening: Evaluating Music Style Transfer based on Editing Experience
ACM Multimedia (ACM MM), 2021
Weiyi Lu
Meng-Hsuan Wu
Yuh-ming Chiu
Li Su
141
1
0
25 Oct 2021
MELONS: generating melody with long-term structure using transformers and structure graph
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yi Zou
Pei Zou
Yi Zhao
Kai Zhang
Ran Zhang
Xiaorui Wang
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300
43
0
11 Oct 2021
On the Latent Holes of VAEs for Text Generation
Ruizhe Li
Xutan Peng
Chenghua Lin
200
5
0
07 Oct 2021
Structure-Enhanced Pop Music Generation via Harmony-Aware Learning
Xueyao Zhang
Jinchao Zhang
Yao Qiu
Li Wang
Jie Zhou
239
32
0
14 Sep 2021
Signal-domain representation of symbolic music for learning embedding spaces
Mathieu Prang
P. Esling
84
5
0
08 Sep 2021
Learning Interpretable Representations of Entanglement in Quantum Optics Experiments using Deep Generative Models
Nature Machine Intelligence (Nat. Mach. Intell.), 2021
Daniel Flam-Shepherd
Tony C Wu
Xuemei Gu
Alba Cervera-Lierta
Mario Krenn
Alán Aspuru-Guzik
DRL
157
26
0
06 Sep 2021
Controllable deep melody generation via hierarchical music structure representation
Shuqi Dai
Zeyu Jin
Celso Gomes
Roger B. Dannenberg
MGen
189
60
0
02 Sep 2021
Music Composition with Deep Learning: A Review
Carlos Hernandez-Olivan
J. R. Beltrán
CoGe
VLM
255
85
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27 Aug 2021
AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer
International Society for Music Information Retrieval Conference (ISMIR), 2021
Jingwei Zhao
Gus Xia
113
31
0
25 Aug 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
222
133
0
03 Aug 2021
Is Disentanglement enough? On Latent Representations for Controllable Music Generation
Ashis Pati
Alexander Lerch
CoGe
DRL
180
16
0
01 Aug 2021
A Survey on Audio Synthesis and Audio-Visual Multimodal Processing
Zhaofeng Shi
150
11
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01 Aug 2021
SurpriseNet: Melody Harmonization Conditioning on User-controlled Surprise Contours
Yi-Wei Chen
Hung-Shin Lee
Yen-Hsing Chen
Hsin-Min Wang
128
19
0
01 Aug 2021
Melody Structure Transfer Network: Generating Music with Separable Self-Attention
Ning Zhang
Junchi Yan
MGen
176
2
0
21 Jul 2021
Calliope -- A Polyphonic Music Transformer
The European Symposium on Artificial Neural Networks (ESANN), 2021
Andrea Valenti
S. Berti
D. Bacciu
ViT
149
1
0
08 Jul 2021
BumbleBee: A Transformer for Music
L. Fenaux
Maria Juliana Quintero
195
2
0
07 Jul 2021
Neural Distributed Source Coding
IEEE Journal on Selected Areas in Information Theory (JSAIT), 2021
Jay Whang
Alliot Nagle
Anish Acharya
Hyeji Kim
A. Dimakis
369
25
0
05 Jun 2021
Consistency Regularization for Variational Auto-Encoders
Neural Information Processing Systems (NeurIPS), 2021
Samarth Sinha
Adji Bousso Dieng
CML
262
73
0
31 May 2021
Personalized Popular Music Generation Using Imitation and Structure
Shuqi Dai
Xichu Ma
Ye Wang
Roger B. Dannenberg
MGen
165
26
0
10 May 2021
MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Shih-Lun Wu
Yi-Hsuan Yang
ViT
375
73
0
10 May 2021
Improving Botnet Detection with Recurrent Neural Network and Transfer Learning
Jeeyung Kim
A. Sim
Jinoh Kim
Kesheng Wu
Jaegyoon Hahm
AAML
45
6
0
26 Apr 2021
Level Generation for Angry Birds with Sequential VAE and Latent Variable Evolution
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2021
Takumi Tanabe
Kazuto Fukuchi
Jun Sakuma
Youhei Akimoto
121
14
0
13 Apr 2021
Boltzmann Tuning of Generative Models
Victor Berger
Michele Sebag
136
0
0
12 Apr 2021
Creativity and Machine Learning: A Survey
ACM Computing Surveys (CSUR), 2021
Giorgio Franceschelli
Mirco Musolesi
VLM
AI4CE
538
55
0
06 Apr 2021
CycleDRUMS: Automatic Drum Arrangement For Bass Lines Using CycleGAN
Discover Artificial Intelligence (Discover AI), 2021
Giorgio Barnabò
Giovanni Trappolini
L. Lastilla
Cesare Campagnano
Angela Fan
Fabio Petroni
Fabrizio Silvestri
152
4
0
01 Apr 2021
Symbolic Music Generation with Diffusion Models
International Society for Music Information Retrieval Conference (ISMIR), 2021
Gautam Mittal
Jesse Engel
Curtis Hawthorne
Ian Simon
MGen
DiffM
330
217
0
30 Mar 2021
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Zixun Guo
D. Makris
Dorien Herremans
124
31
0
19 Feb 2021
A novel dataset for the identification of computer generated melodies in the CSMT challenge
Shengchen Li
Yinji Jing
Georgy Fazekas
276
2
0
07 Dec 2020
Direct Evolutionary Optimization of Variational Autoencoders With Binary Latents
E. Guiraud
Jakob Drefs
Jörg Lücke
DRL
244
3
0
27 Nov 2020
Can GAN originate new electronic dance music genres? -- Generating novel rhythm patterns using GAN with Genre Ambiguity Loss
N. Tokui
MGen
GAN
97
11
0
25 Nov 2020
Vertical-Horizontal Structured Attention for Generating Music with Chords
Yizhou Zhao
Liang Qiu
Wensi Ai
Feng Shi
Song-Chun Zhu
MGen
144
2
0
18 Nov 2020
A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions
Shulei Ji
Jing Luo
Xinyu Yang
MGen
268
143
0
13 Nov 2020
Research on AI Composition Recognition Based on Music Rules
Yang Deng
Ziyao Xu
Li Zhou
Huanping Liu
Anqi Huang
95
2
0
15 Oct 2020
AI Song Contest: Human-AI Co-Creation in Songwriting
Cheng-Zhi Anna Huang
Hendrik Vincent Koops
Ed Newton-Rex
Monica Dinculescu
Carrie J. Cai
215
102
0
12 Oct 2020
Generative Melody Composition with Human-in-the-Loop Bayesian Optimization
Yijun Zhou
Yuki Koyama
Masataka Goto
Takeo Igarashi
204
21
0
07 Oct 2020
Variational Temporal Deep Generative Model for Radar HRRP Target Recognition
IEEE Transactions on Signal Processing (TSP), 2020
D. Guo
Bo Chen
Wenchao Chen
Changbo Wang
Hongwei Liu
Mingyuan Zhou
BDL
226
41
0
28 Sep 2020
Dynamical Variational Autoencoders: A Comprehensive Review
Laurent Girin
Simon Leglaive
Xiaoyu Bie
Julien Diard
Thomas Hueber
Xavier Alameda-Pineda
BDL
487
267
0
28 Aug 2020
PopMAG: Pop Music Accompaniment Generation
Yi Ren
Jinzheng He
Xu Tan
Tao Qin
Zhou Zhao
Tie-Yan Liu
216
132
0
18 Aug 2020
Learning Interpretable Representation for Controllable Polyphonic Music Generation
Ziyu Wang
Dingsu Wang
Yixiao Zhang
Gus Xia
DRL
193
75
0
17 Aug 2020
PIANOTREE VAE: Structured Representation Learning for Polyphonic Music
Ziyu Wang
Yiyi Zhang
Yixiao Zhang
Junyan Jiang
Ruihan Yang
Jiaqi Zhao
Gus Xia
317
61
0
17 Aug 2020
MMM : Exploring Conditional Multi-Track Music Generation with the Transformer
J. Ens
Philippe Pasquier
MGen
270
103
0
13 Aug 2020
MusPy: A Toolkit for Symbolic Music Generation
Hao-Wen Dong
Kai Chen
Julian McAuley
Taylor Berg-Kirkpatrick
MGen
229
69
0
05 Aug 2020
Music SketchNet: Controllable Music Generation via Factorized Representations of Pitch and Rhythm
Kai Chen
Cheng-i Wang
Taylor Berg-Kirkpatrick
Shlomo Dubnov
186
55
0
04 Aug 2020
dMelodies: A Music Dataset for Disentanglement Learning
International Society for Music Information Retrieval Conference (ISMIR), 2020
Ashis Pati
Siddharth Gururani
Alexander Lerch
CoGe
DRL
153
11
0
29 Jul 2020
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