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  event-title: ISMIR
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    - year: 2004
  title: >-
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- id: Allen-ZhuCan2019
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- id: ArjovskyUnitary2016
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- id: BachNonstronglyconvex2013
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- id: Banitalebi-DehkordiMusic2014
  accessed:
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      day: 28
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      given: Mehdi
    - family: Banitalebi-Dehkordi
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  citation-key: Banitalebi-DehkordiMusic2014
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  language: en
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  title: >-
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- id: BaydinAutomatic2014
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      given: Atilim Gunes
    - family: Pearlmutter
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  citation-key: BaydinAutomatic2014
  container-title: arXiv:1404.7456 [cs, stat]
  issued:
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      day: 28
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- id: Bayro-CorrochanoTheory2005
  accessed:
    - year: 2016
      month: 4
      day: 13
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      given: Eduardo
  citation-key: Bayro-CorrochanoTheory2005
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  language: en
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- id: BengioLearning1994
  author:
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      given: Y.
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  container-title: IEEE Transactions on Neural Networks
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- id: BengioScheduled2015
  accessed:
    - year: 2017
      month: 8
      day: 6
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      given: Samy
    - family: Vinyals
      given: Oriol
    - family: Jaitly
      given: Navdeep
    - family: Shazeer
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- id: BenTaiebBias2016
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      given: Souhaib
    - family: Atiya
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  container-title: IEEE transactions on neural networks and learning systems
  container-title-short: IEEE Trans Neural Netw Learn Syst
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  language: eng
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- id: BertinEnforcing2010
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  container-title: IEEE Transactions on Audio, Speech, and Language Processing
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    Enforcing Harmonicity and Smoothness in Bayesian Non-Negative Matrix
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- id: BlackmanMeasurement1959
  author:
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    - family: Tukey
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  event-place: New York
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  issued:
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  language: English
  number-of-pages: '190'
  publisher: Dover Publications
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  title: >-
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- id: BleiVariational2017
  accessed:
    - year: 2017
      month: 8
      day: 22
  author:
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    - family: Kucukelbir
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  container-title: Journal of the American Statistical Association
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- id: BogertQuefrency1963
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  citation-key: BogertQuefrency1963
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  language: en
  page: 209-243
  title: >-
    The quefrency alanysis of time series for echoes: Cepstrum,
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- id: BoraCompressed2017
  author:
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      given: Ashish
    - family: Jalal
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    - family: Price
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    - family: Dimakis
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  citation-key: BoraCompressed2017
  container-title: International Conference on Machine Learning
  event-title: International Conference on Machine Learning
  issued:
    - year: 2017
  page: 537–546
  title: Compressed Sensing using Generative Models
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  URL: http://arxiv.org/abs/1703.03208

- id: BordesSGDQN2009
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      day: 18
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  page: 1737–1754
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- id: BorziComputational2012
  author:
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    - family: Schulz
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  citation-key: BorziComputational2012
  collection-title: Computational science and engineering series
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      given: ''
  event-place: Philadelphia
  ISBN: 978-1-61197-204-7
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  number-of-pages: '282'
  publisher: Society for Industrial and Applied Mathematics
  publisher-place: Philadelphia
  title: >-
    Computational optimization of systems governed by partial differential
    equations
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- id: Boulanger-LewandowskiModeling2012
  accessed:
    - year: 2014
      month: 5
      day: 22
  author:
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      given: Nicolas
    - family: Bengio
      given: Yoshua
    - family: Vincent
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  citation-key: Boulanger-LewandowskiModeling2012
  container-title: 29th International Conference on Machine Learning
  event-title: 29th International Conference on Machine Learning
  issued:
    - year: 2012
      month: 6
      day: 27
  title: >-
    Modeling Temporal Dependencies in High-Dimensional Sequences: Application to
    Polyphonic Music Generation and Transcription
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- id: BridleExperimental1974
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- id: BuchNiMFKS2017
  author:
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    - family: Quinton
      given: Elio
    - family: Sturm
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  container-title: Proceedings of the 20th International Conference on Digital Audio Effects
  event-place: Edinburgh
  event-title: 20th International Conference on Digital Audio Effects (DAFx-17)
  issued:
    - year: 2017
  language: en
  page: '7'
  publisher-place: Edinburgh
  title: >-
    NichtnegativeMatrixFaktorisierungnutzendesKlangsynthesenSystem (NiMFKS):
    Extensions of NMF-based concatenative sound synthesis
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- id: CakirFilterbank2016
  accessed:
    - year: 2017
      month: 4
      day: 10
  author:
    - family: Cakir
      given: Emre
    - family: Ozan
      given: Ezgi Can
    - family: Virtanen
      given: Tuomas
  citation-key: CakirFilterbank2016
  container-title: Neural Networks (IJCNN), 2016 International Joint Conference on
  issued:
    - year: 2016
  page: 3399–3406
  publisher: IEEE
  title: >-
    Filterbank learning for deep neural network based polyphonic sound event
    detection
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- id: Carabias-OrtiMusical2011
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    - family: Virtanen
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    - family: Ruiz-Reyes
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    - family: Canadas-Quesada
      given: F. J.
  citation-key: Carabias-OrtiMusical2011
  container-title: IEEE Journal of Selected Topics in Signal Processing
  DOI: 10.1109/JSTSP.2011.2159700
  ISSN: 1932-4553
  issue: '6'
  issued:
    - year: 2011
      month: 10
  page: 1144-1158
  title: >-
    Musical Instrument Sound Multi-Excitation Model for Non-Negative Spectrogram
    Factorization
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  volume: '5'

- id: ChangMultilevel2018
  accessed:
    - year: 2018
      month: 4
      day: 23
  author:
    - family: Chang
      given: Bo
    - family: Meng
      given: Lili
    - family: Haber
      given: Eldad
    - family: Tung
      given: Frederick
    - family: Begert
      given: David
  citation-key: ChangMultilevel2018
  container-title: PRoceedings of ICLR
  event-title: ICLR
  issued:
    - year: 2018
  title: Multi-level Residual Networks from Dynamical Systems View
  type: paper-conference
  URL: http://arxiv.org/abs/1710.10348

- id: ChangReversible2018
  accessed:
    - year: 2018
      month: 4
      day: 23
  author:
    - family: Chang
      given: Bo
    - family: Meng
      given: Lili
    - family: Haber
      given: Eldad
    - family: Ruthotto
      given: Lars
    - family: Begert
      given: David
    - family: Holtham
      given: Elliot
  citation-key: ChangReversible2018
  container-title: arXiv:1709.03698 [cs, stat]
  event-title: AAAI
  issued:
    - year: 2018
  title: Reversible Architectures for Arbitrarily Deep Residual Neural Networks
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  URL: http://arxiv.org/abs/1709.03698

- id: CharlesDynamic2016
  author:
    - family: Charles
      given: Adam
    - family: Balavoine
      given: Aurele
    - family: Rozell
      given: Christopher
  citation-key: CharlesDynamic2016
  container-title: IEEE Transactions on Signal Processing
  DOI: 10.1109/TSP.2016.2586745
  ISSN: 1053-587X, 1941-0476
  issue: '21'
  issued:
    - year: 2016
      month: 11
      day: 1
  page: 5644-5656
  title: Dynamic Filtering of Time-Varying Sparse Signals via l1 Minimization
  type: article-journal
  URL: http://arxiv.org/abs/1507.06145
  volume: '64'

- id: ChevillonDirect2007
  accessed:
    - year: 2018
      month: 1
      day: 13
  author:
    - family: Chevillon
      given: Guillaume
  citation-key: ChevillonDirect2007
  container-title: Journal of Economic Surveys
  DOI: 10.1111/j.1467-6419.2007.00518.x
  ISSN: 1467-6419
  issue: '4'
  issued:
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      month: 9
      day: 1
  language: en
  page: 746-785
  title: Direct Multi-Step Estimation and Forecasting
  type: article-journal
  URL: http://www.vwl.tuwien.ac.at/hanappi/AgeSo/rp/Chevillon_2007.pdf
  volume: '21'

- id: ChoiAutomatic2016
  author:
    - family: Choi
      given: Keunwoo
    - family: Fazekas
      given: George
    - family: Sandler
      given: Mark
  citation-key: ChoiAutomatic2016
  container-title: PRoceedings of ISMIR
  event-title: ISMIR
  issued:
    - year: 2016
      month: 6
      day: 1
  title: Automatic tagging using deep convolutional neural networks
  type: paper-conference
  URL: http://arxiv.org/abs/1606.00298

- id: ChoiConvolutional2016
  author:
    - family: Choi
      given: Keunwoo
    - family: Fazekas
      given: George
    - family: Sandler
      given: Mark
    - family: Cho
      given: Kyunghyun
  citation-key: ChoiConvolutional2016
  container-title: >-
    2017 IEEE International Conference on Acoustics, Speech and Signal
    Processing (ICASSP)
  DOI: 10.1109/ICASSP.2017.7952585
  issued:
    - year: 2016
      month: 9
      day: 14
  page: 2392-2396
  title: Convolutional Recurrent Neural Networks for Music Classification
  type: paper-conference
  URL: http://arxiv.org/abs/1609.04243

- id: ChoiTransfer2017
  author:
    - family: Choi
      given: Keunwoo
    - family: Fazekas
      given: György
    - family: Sandler
      given: Mark
    - family: Cho
      given: Kyunghyun
  citation-key: ChoiTransfer2017
  container-title: >-
    Proceeding of The 18th International Society of Music Information Retrieval
    (ISMIR) Conference 2017
  event-place: suzhou, China
  event-title: 18th International Society of Music Information Retrieval (ISMIR) Conference
  issued:
    - year: 2017
      month: 3
      day: 27
  publisher-place: suzhou, China
  title: Transfer learning for music classification and regression tasks
  type: paper-conference
  URL: http://arxiv.org/abs/1703.09179

- id: ChoiTutorial2017
  accessed:
    - year: 2017
      month: 9
      day: 19
  author:
    - family: Choi
      given: Keunwoo
    - family: Fazekas
      given: György
    - family: Cho
      given: Kyunghyun
    - family: Sandler
      given: Mark
  citation-key: ChoiTutorial2017
  container-title: arXiv:1709.04396 [cs]
  issued:
    - year: 2017
      month: 9
      day: 13
  title: A Tutorial on Deep Learning for Music Information Retrieval
  type: article-journal
  URL: http://arxiv.org/abs/1709.04396

- id: CholletXception2016
  accessed:
    - year: 2017
      month: 7
      day: 5
  author:
    - family: Chollet
      given: François
  citation-key: CholletXception2016
  container-title: arXiv:1610.02357 [cs]
  issued:
    - year: 2016
      month: 10
      day: 7
  title: 'Xception: Deep Learning with Depthwise Separable Convolutions'
  type: article-journal
  URL: http://arxiv.org/abs/1610.02357

- id: ChoromanskaLoss2015
  accessed:
    - year: 2015
      month: 6
      day: 17
  author:
    - family: Choromanska
      given: Anna
    - family: Henaff
      given: MIkael
    - family: Mathieu
      given: Michael
    - family: Ben Arous
      given: Gerard
    - family: LeCun
      given: Yann
  citation-key: ChoromanskaLoss2015
  container-title: >-
    Proceedings of the Eighteenth International Conference on Artificial
    Intelligence and Statistics
  event-title: Artificial Intelligence and Statistics
  issued:
    - year: 2015
  page: 192–204
  title: The Loss Surfaces of Multilayer Networks
  type: paper-conference
  URL: http://proceedings.mlr.press/v38/choromanska15.html

- id: ChungEmpirical2014
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    - year: 2016
      month: 3
      day: 30
  author:
    - family: Chung
      given: Junyoung
    - family: Gulcehre
      given: Caglar
    - family: Cho
      given: KyungHyun
    - family: Bengio
      given: Yoshua
  citation-key: ChungEmpirical2014
  container-title: NIPS
  issued:
    - year: 2014
      month: 12
      day: 11
  title: Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling
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- id: ChungHierarchical2016
  author:
    - family: Chung
      given: Junyoung
    - family: Ahn
      given: Sungjin
    - family: Bengio
      given: Yoshua
  citation-key: ChungHierarchical2016
  container-title: arXiv:1609.01704 [cs]
  issued:
    - year: 2016
      month: 9
      day: 6
  title: Hierarchical Multiscale Recurrent Neural Networks
  type: article-journal
  URL: http://arxiv.org/abs/1609.01704

- id: ChungRecurrent2015
  author:
    - family: Chung
      given: Junyoung
    - family: Kastner
      given: Kyle
    - family: Dinh
      given: Laurent
    - family: Goel
      given: Kratarth
    - family: Courville
      given: Aaron C
    - family: Bengio
      given: Yoshua
  citation-key: ChungRecurrent2015
  container-title: Advances in Neural Information Processing Systems 28
  editor:
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    - family: Lawrence
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    - family: Lee
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  page: 2980–2988
  publisher: Curran Associates, Inc.
  title: A Recurrent Latent Variable Model for Sequential Data
  type: paper-conference
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- id: CollinsCapacity2016
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- id: TelgarskyNeural2017
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      day: 17
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    https://www.researchgate.net/profile/Zbigniew_Ras/publication/221282126_Analysis_of_Sound_Features_for_Music_Timbre_Recognition/links/545adf080cf2c16efbbbc92d.pdf

- id: ZhangConvexified2016
  accessed:
    - year: 2016
      month: 9
      day: 14
  author:
    - family: Zhang
      given: Yuchen
    - family: Liang
      given: Percy
    - family: Wainwright
      given: Martin J.
  citation-key: ZhangConvexified2016
  container-title: arXiv:1609.01000 [cs]
  issued:
    - year: 2016
      month: 9
      day: 4
  title: Convexified Convolutional Neural Networks
  type: article-journal
  URL: http://arxiv.org/abs/1609.01000

- id: ZhuLearning2016
  author:
    - family: Zhu
      given: Zhenyao
    - family: Engel
      given: Jesse H.
    - family: Hannun
      given: Awni
  citation-key: ZhuLearning2016
  container-title: Interspeech 2016
  issued:
    - year: 2016
      month: 3
      day: 31
  page: 1305–1309
  title: Learning Multiscale Features Directly from Waveforms
  type: paper-conference
  URL: http://arxiv.org/abs/1603.09509

- id: ZilsMusical2001
  author:
    - family: Zils
      given: A
    - family: Pachet
      given: F
  citation-key: ZilsMusical2001
  container-title: Proceedings of DAFx-01
  event-place: Limerick, Ireland
  issued:
    - year: 2001
  language: en
  page: '135'
  publisher-place: Limerick, Ireland
  title: Musical mosaicing
  type: paper-conference
  URL: http://csl.sony.fr/downloads/papers/2001/zils-dafx2001.pdf
  volume: '2'

- id: ZinkevichOnline2003
  accessed:
    - year: 2018
      month: 3
      day: 17
  author:
    - family: Zinkevich
      given: Martin
  citation-key: ZinkevichOnline2003
  collection-title: ICML'03
  container-title: >-
    Proceedings of the Twentieth International Conference on International
    Conference on Machine Learning
  event-place: Washington, DC, USA
  ISBN: 978-1-57735-189-4
  issued:
    - year: 2003
  page: 928–935
  publisher: AAAI Press
  publisher-place: Washington, DC, USA
  title: Online Convex Programming and Generalized Infinitesimal Gradient Ascent
  type: paper-conference
  URL: http://dl.acm.org/citation.cfm?id=3041838.3041955
...
