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Title: GitHub - xseq/DeepLearningMusicGeneration: State of the Art of Music Generation with Deep Learning and AI · GitHub

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Description: State of the Art of Music Generation with Deep Learning and AI - xseq/DeepLearningMusicGeneration

Open Graph Description: State of the Art of Music Generation with Deep Learning and AI - xseq/DeepLearningMusicGeneration

X Description: State of the Art of Music Generation with Deep Learning and AI - xseq/DeepLearningMusicGeneration

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carloshero@unizar.es

Opengraph URL: https://github.com/xseq/DeepLearningMusicGeneration

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LICENSE	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/LICENSE
LICENSE	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/LICENSE
README.md	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/README.md
README.md	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/README.md
README	https://github.com/xseq/DeepLearningMusicGeneration
Apache-2.0 license	https://github.com/xseq/DeepLearningMusicGeneration
	https://github.com/xseq/DeepLearningMusicGeneration#deep-learning-for-music-generation
authors	https://github.com/xseq/DeepLearningMusicGeneration#Author
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/LICENSE
README.pdf	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/AIMusicGeneration.pdf
	https://github.com/xseq/DeepLearningMusicGeneration#table-of-contents
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Research Groups and Labs	https://github.com/xseq/DeepLearningMusicGeneration#labs
Apps for Music Generation with AI	https://github.com/xseq/DeepLearningMusicGeneration#apps
Other Resources	https://github.com/xseq/DeepLearningMusicGeneration#other-resources
Author	https://github.com/xseq/DeepLearningMusicGeneration#author
	https://github.com/xseq/DeepLearningMusicGeneration#2-algorithmic-composition
	https://github.com/xseq/DeepLearningMusicGeneration#1992
	https://github.com/xseq/DeepLearningMusicGeneration#harmonet
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	https://github.com/xseq/DeepLearningMusicGeneration#books
	https://github.com/xseq/DeepLearningMusicGeneration#2-neural-network-architectures
http://www.bioinf.jku.at/publications/older/2604.pdf	http://www.bioinf.jku.at/publications/older/2604.pdf
LSTM.pdf	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/Slides/LSTM_v1.pdf
http://vision.stanford.edu/cs598_spring07/papers/Lecun98.pdf	http://vision.stanford.edu/cs598_spring07/papers/Lecun98.pdf
https://arxiv.org/pdf/1312.6114.pdf	https://arxiv.org/pdf/1312.6114.pdf
https://arxiv.org/pdf/1406.2661.pdf	https://arxiv.org/pdf/1406.2661.pdf
https://arxiv.org/pdf/1706.03762.pdf	https://arxiv.org/pdf/1706.03762.pdf
	https://github.com/xseq/DeepLearningMusicGeneration#3-deep-learning-models-for-music-generation
	https://github.com/xseq/DeepLearningMusicGeneration#2021
	https://github.com/xseq/DeepLearningMusicGeneration#melody-generation-from-lyrics
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Melody Generation from Lyrics.jpg
Paper	https://dl.acm.org/doi/abs/10.1145/3424116
	https://github.com/xseq/DeepLearningMusicGeneration#music-generation-with-diffusion-models
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Music Generation with Diffusion Models.png
Paper	https://arxiv.org/abs/2103.16091
GitHub	https://github.com/magenta/symbolic-music-diffusion
	https://github.com/xseq/DeepLearningMusicGeneration#2020
	https://github.com/xseq/DeepLearningMusicGeneration#controllable-polyphonic-music-generation
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Controllable Polyphonic Music Generation.png
Paper	https://arxiv.org/abs/2008.07122
Web	https://program.ismir2020.net/poster_5-05.html
Video	https://www.youtube.com/watch?v=Sb6jXP_7dtE&t=28s&ab_channel=ISMIR2020
	https://github.com/xseq/DeepLearningMusicGeneration#mmm-multitrack-music-generation
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/MMM Multitrack Music Generation.png
Paper	https://arxiv.org/abs/2008.06048
Web	https://jeffreyjohnens.github.io/MMM/
Colab	https://colab.research.google.com/drive/1xGZW3GP24HUsxnbebqfy1iCyYySQ64Vs?usp=sharing
Github (AI Guru)	https://github.com/AI-Guru/MMM-JSB
	https://github.com/xseq/DeepLearningMusicGeneration#transformer-xl
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Transformer-XL.png
Paper	https://arxiv.org/abs/2007.07244
	https://github.com/xseq/DeepLearningMusicGeneration#transformer-vae
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Transformer VAE.png
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	https://github.com/xseq/DeepLearningMusicGeneration#2019
	https://github.com/xseq/DeepLearningMusicGeneration#tonicnet
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/TonicNet.jpg
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	https://github.com/xseq/DeepLearningMusicGeneration#lakhnes
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/LakhNES.png
Paper	https://arxiv.org/abs/1907.04868
	https://github.com/xseq/DeepLearningMusicGeneration#r-transformer
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/R-Transformer.png
Paper	https://arxiv.org/abs/1907.05572
	https://github.com/xseq/DeepLearningMusicGeneration#musenet---openai
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	https://github.com/xseq/DeepLearningMusicGeneration#maia-music-generator
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Maia Music Generator.png
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	https://github.com/xseq/DeepLearningMusicGeneration#coconet-counterpoint-by-convolution
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Coconet Counterpoint by Convolution.png
Paper	https://arxiv.org/abs/1903.07227
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	https://github.com/xseq/DeepLearningMusicGeneration#2018
	https://github.com/xseq/DeepLearningMusicGeneration#music-transformer---google-magenta
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Music Transformer.png
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Paper	https://arxiv.org/pdf/1809.04281.pdf
	https://github.com/xseq/DeepLearningMusicGeneration#imposing-higher-level-structure-in-polyphonic-music
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Imposing Higher-level Structure in Polyphonic Music.png
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	https://github.com/xseq/DeepLearningMusicGeneration#musicvae---google-magenta
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/MusicVAE.png
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	https://github.com/xseq/DeepLearningMusicGeneration#2017
	https://github.com/xseq/DeepLearningMusicGeneration#morpheus
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/MorpheuS.png
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	https://github.com/xseq/DeepLearningMusicGeneration#polyphonic-gan
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Polyphonic GAN 1.png
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Polyphonic GAN 2.png
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	https://github.com/xseq/DeepLearningMusicGeneration#bachbot---microsoft
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/BachBot 1.png
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/BachBot 2.png
Paper	https://www.microsoft.com/en-us/research/publication/automatic-stylistic-composition-of-bach-chorales-with-deep-lstm/
Liang Master Thesis 2016	https://www.mlmi.eng.cam.ac.uk/files/feynman_liang_8224771_assignsubmission_file_liangfeynmanthesis.pdf
	https://github.com/xseq/DeepLearningMusicGeneration#musegan
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/MuseGAN.png
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Paper	https://arxiv.org/pdf/1709.06298.pdf
Poster	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/Images/musegan_ismir2017.jpg
GitHub	https://github.com/salu133445/musegan
	https://github.com/xseq/DeepLearningMusicGeneration#composing-music-with-lstm
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Composing Music with LSTM.png
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Web	https://www.danieldjohnson.com/2015/08/03/composing-music-with-recurrent-neural-networks/
GitHub	https://github.com/danieldjohnson/biaxial-rnn-music-composition
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	https://github.com/xseq/DeepLearningMusicGeneration#organ
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/ORGAN.png
Paper	https://arxiv.org/abs/1705.10843
	https://github.com/xseq/DeepLearningMusicGeneration#midinet
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/MidiNet.png
Paper	https://arxiv.org/abs/1703.10847
	https://github.com/xseq/DeepLearningMusicGeneration#2016
	https://github.com/xseq/DeepLearningMusicGeneration#deepbach
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/DeepBach.png
Web	http://www.flow-machines.com/history/projects/deepbach-polyphonic-music-generation-bach-chorales/
Paper	https://arxiv.org/pdf/1612.01010.pdf
Code	https://github.com/Ghadjeres/DeepBach
	https://github.com/xseq/DeepLearningMusicGeneration#fine-tuning-with-rl
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/Fine-Tuning with RL.png
Paper	https://research.google/pubs/pub45871/
	https://github.com/xseq/DeepLearningMusicGeneration#c-rnn-gan
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/C-RNN-GAN.png
Paper	https://arxiv.org/abs/1611.09904
	https://github.com/xseq/DeepLearningMusicGeneration#seqgan
	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/images/SeqGAN.png
Paper	https://arxiv.org/abs/1609.05473
	https://github.com/xseq/DeepLearningMusicGeneration#2002
	https://github.com/xseq/DeepLearningMusicGeneration#temporal-structure-in-music
Paper	https://ieeexplore.ieee.org/document/1030094
	https://github.com/xseq/DeepLearningMusicGeneration#1980s---1990s
Paper	https://www.tandfonline.com/doi/abs/10.1080/09540099408915726
	https://github.com/xseq/DeepLearningMusicGeneration#books-and-reviews
	https://github.com/xseq/DeepLearningMusicGeneration#books-1
	https://github.com/xseq/DeepLearningMusicGeneration#reviews
Paper	https://arxiv.org/abs/2011.06801
Paper	https://arxiv.org/abs/1709.01620
	https://github.com/xseq/DeepLearningMusicGeneration#4-datasets
Web	https://colinraffel.com/projects/lmd/
Tutorial IPython	https://nbviewer.jupyter.org/github/craffel/midi-dataset/blob/master/Tutorial.ipynb
	https://github.com/xseq/DeepLearningMusicGeneration#5-journals-and-conferences
Web	https://www.ismir.net/
Web	https://signalprocessingsociety.org/publications-resources
Web	https://www.journals.elsevier.com/signal-processing
Web	https://www.aaai.org/
Web	https://www.jair.org/index.php/jair
Web	https://www.ijcai.org/
Web	https://iclr.cc
Web	https://digital-library.theiet.org/content/journals/iet-spr
Web	https://www.tandfonline.com/loi/nnmr20
Web	http://www.aes.org/
Web	http://dafx.de/
	https://github.com/xseq/DeepLearningMusicGeneration#6-authors
Web	http://artsites.ucsc.edu/faculty/cope/
Web	https://colinraffel.com/
Web	https://jesseengel.github.io/
Web	http://www.iro.umontreal.ca/~eckdoug/
Web	https://www.francoispachet.fr/
	https://github.com/xseq/DeepLearningMusicGeneration#7-research-groups-and-labs
Web	https://www.audiolabs-erlangen.de/
Web	https://musicinformatics.gatech.edu/
Web	https://musicai.citi.sinica.edu.tw/
	https://github.com/xseq/DeepLearningMusicGeneration#8-apps-for-music-generation-with-ai
Web	https://www.aiva.ai/
Web	https://www.ampermusic.com/
Web	https://ecrettmusic.com/
Web	https://www.humtap.com/
Web	https://amadeuscode.com/top
Web	https://github.com/xseq/DeepLearningMusicGeneration/blob/master/computoser.com
Web	https://www.brain.fm/login?next=/app/player
	https://github.com/xseq/DeepLearningMusicGeneration#9-other-resources
Web	http://www.bustena.com/curso-de-armonia-i/
	https://github.com/xseq/DeepLearningMusicGeneration#author
Carlos Hernández-Oliván	https://carlosholivan.github.io/index.html
carlosholivan.github.io/tutorials/mir/music-generation.html	https://carlosholivan.github.io/tutorials/mir/music-generation.html
Readme	https://github.com/xseq/DeepLearningMusicGeneration#readme-ov-file
Apache-2.0 license	https://github.com/xseq/DeepLearningMusicGeneration#Apache-2.0-1-ov-file
Please reload this page	https://github.com/xseq/DeepLearningMusicGeneration
Activity	https://github.com/xseq/DeepLearningMusicGeneration/activity
0 forks	https://github.com/xseq/DeepLearningMusicGeneration/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fxseq%2FDeepLearningMusicGeneration&report=xseq+%28user%29
Releases	https://github.com/xseq/DeepLearningMusicGeneration/releases
Packages 0	https://github.com/users/xseq/packages?repo_name=DeepLearningMusicGeneration
Please reload this page	https://github.com/xseq/DeepLearningMusicGeneration
Contributors	https://github.com/xseq/DeepLearningMusicGeneration/graphs/contributors
Please reload this page	https://github.com/xseq/DeepLearningMusicGeneration
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

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