Neural Computing and Applications

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Volume 32, Issue 4

February 2020

Special Issue on Deep Learning for Music and Audio (pp.913-1107)

Issue Editors:

Dorien Herremans,
Ching-Hua Chu

19 articles in this issue

The emergence of deep learning: new opportunities for music and audio technologies
Dorien Herremans
Ching-Hua Chuan
Editorial 01 April 2019 Pages: 913 - 914
Bioacoustic detection with wavelet-conditioned convolutional neural networks
Ivan Kiskin
Davide Zilli
Stephen Roberts
S.I. : Deep learning for music and audio Open access 01 August 2018 Pages: 915 - 927
Automatic chord label personalization through deep learning of shared harmonic interval profiles
Hendrik Vincent Koops
W. Bas de Haas
Anja Volk
S.I. : Deep learning for music and audio Open access 21 September 2018 Pages: 929 - 939
Basic filters for convolutional neural networks applied to music: Training or design?
Monika Dörfler
Thomas Grill
Arthur Flexer
S.I. : Deep learning for music and audio 24 September 2018 Pages: 941 - 954
This time with feeling: learning expressive musical performance
Sageev Oore
Ian Simon
Karen Simonyan
Deep learning for music and audio Open access 14 November 2018 Pages: 955 - 967
Towards a Deep Improviser: a prototype deep learning post-tonal free music generator
Roger T. Dean
Jamie Forth
Deep learning for music and audio 15 October 2018 Pages: 969 - 979
Deep learning for music generation: challenges and directions
Jean-Pierre Briot
François Pachet
Deep learning for music and audio 16 October 2018 Pages: 981 - 993
Anticipation-RNN: enforcing unary constraints in sequence generation, with application to interactive music generation
Gaëtan Hadjeres
Frank Nielsen
Deep learning for music and audio Open access 20 November 2018 Pages: 995 - 1005
Understanding auditory representations of emotional expressions with neural networks
Iris Wieser
Pablo Barros
Stefan Wermter
Deep learning for music and audio Open access 11 December 2018 Pages: 1007 - 1022
From context to concept: exploring semantic relationships in music with word2vec
Ching-Hua Chuan
Kat Agres
Dorien Herremans
Deep learning for music and audio 08 December 2018 Pages: 1023 - 1036
Singing voice separation using a deep convolutional neural network trained by ideal binary mask and cross entropy
Kin Wah Edward Lin
B. T. Balamurali
Dorien Herremans
Deep learning for music and audio 13 December 2018 Pages: 1037 - 1050
Applying visual domain style transfer and texture synthesis techniques to audio: insights and challenges
Muhammad Huzaifah bin Md Shahrin
Lonce Wyse
Deep learning for music and audio 07 February 2019 Pages: 1051 - 1065
One deep music representation to rule them all? A comparative analysis of different representation learning strategies
Jaehun Kim
Julián Urbano
Alan Hanjalic
Deep learning for music and audio Open access 04 March 2019 Pages: 1067 - 1093
Exploiting time-frequency patterns with LSTM-RNNs for low-bitrate audio restoration
Jun Deng
Björn Schuller
Eunmi Oh
Deep learning for music and audio 10 May 2019 Pages: 1095 - 1107
A survey of FPGA-based accelerators for convolutional neural networks
Sparsh Mittal
Review 06 October 2018 Pages: 1109 - 1139
A half-precision compressive sensing framework for end-to-end person re-identification
Longlong Liao
Zhibang Yang
Qi Tian
Review Article 14 August 2019 Pages: 1141 - 1155
Bat algorithm-based weighted Laplacian probabilistic neural network
Shraddha M. Naik
Ravi Prasad K. Jagannath
Venkatnareshbabu Kuppili
Review Article 11 September 2019 Pages: 1157 - 1171
A disaster relief operations management model: a hybrid LP–GA approach
Hasan Molladavoodi
Mohammad Mahdi Paydar
Abdul Sattar Safaei
Original Article 06 October 2018 Pages: 1173 - 1194
A possibilistic closed-loop supply chain: pricing, advertising and remanufacturing optimization
Ata Allah Taleizadeh
Maryam Karimi Mamaghan
Seyed Ali Torabi
Original Article 17 August 2018 Pages: 1195 - 1215

Volume 32, Issue 4

The emergence of deep learning: new opportunities for music and audio technologies

Bioacoustic detection with wavelet-conditioned convolutional neural networks

Automatic chord label personalization through deep learning of shared harmonic interval profiles

Basic filters for convolutional neural networks applied to music: Training or design?

This time with feeling: learning expressive musical performance

Towards a Deep Improviser: a prototype deep learning post-tonal free music generator

Deep learning for music generation: challenges and directions

Anticipation-RNN: enforcing unary constraints in sequence generation, with application to interactive music generation

Understanding auditory representations of emotional expressions with neural networks

From context to concept: exploring semantic relationships in music with word2vec

Singing voice separation using a deep convolutional neural network trained by ideal binary mask and cross entropy

Applying visual domain style transfer and texture synthesis techniques to audio: insights and challenges

One deep music representation to rule them all? A comparative analysis of different representation learning strategies

Exploiting time-frequency patterns with LSTM-RNNs for low-bitrate audio restoration

A survey of FPGA-based accelerators for convolutional neural networks

A half-precision compressive sensing framework for end-to-end person re-identification

Bat algorithm-based weighted Laplacian probabilistic neural network

A disaster relief operations management model: a hybrid LP–GA approach

A possibilistic closed-loop supply chain: pricing, advertising and remanufacturing optimization

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