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ORCIDDorien Herremans
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- affiliation: Singapore University of Technology and Design
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2020 – today
- 2021
[i28]Zixun Guo, Dimos Makris, Dorien Herremans:
Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure. CoRR abs/2102.09794 (2021)- 2020
- [j12]Kin Wai Cheuk
, Hans Anderson, Kat Agres, Dorien Herremans:
nnAudio: An on-the-Fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolutional Neural Networks. IEEE Access 8: 161981-162003 (2020) - [j11]Dorien Herremans, Ching-Hua Chuan:
The emergence of deep learning: new opportunities for music and audio technologies. Neural Comput. Appl. 32(4): 913-914 (2020) - [j10]Ching-Hua Chuan, Kat Agres, Dorien Herremans:
From context to concept: exploring semantic relationships in music with word2vec. Neural Comput. Appl. 32(4): 1023-1036 (2020) - [j9]Kin Wah Edward Lin, Balamurali B. T., Enyan Koh, Simon Lui, Dorien Herremans:
Singing voice separation using a deep convolutional neural network trained by ideal binary mask and cross entropy. Neural Comput. Appl. 32(4): 1037-1050 (2020) - [c18]Yin-Jyun Luo, Chin-Cheng Hsu, Kat Agres, Dorien Herremans:
Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders. ICASSP 2020: 3277-3281 - [c17]Kin Wai Cheuk, Kat Agres, Dorien Herremans:
The Impact of Audio Input Representations on Neural Network based Music Transcription. IJCNN 2020: 1-6 - [c16]Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans:
Regression-based Music Emotion Prediction using Triplet Neural Networks. IJCNN 2020: 1-7 - [c15]Balamurali B. T., Edwin Jonathan Aslim, Yun Shu Lynn Ng, Tricia Li Chuen Kuo, Jacob Shihang Chen, Dorien Herremans, Lay Guat Ng, Jer-Ming Chen:
Acoustic prediction of flowrate: varying liquid jet stream onto a free surface. SPCOM 2020: 1-5 - [i27]Kin Wai Cheuk, Yin-Jyun Luo, Balamurali B. T., Gemma Roig, Dorien Herremans:
Regression-based music emotion prediction using triplet neural networks. CoRR abs/2001.09988 (2020) - [i26]Kin Wai Cheuk, Kat Agres, Dorien Herremans:
The impact of Audio input representations on neural network based music transcription. CoRR abs/2001.09989 (2020) - [i25]Balamurali B. T., Edwin Jonathan Aslim, Yun Shu Lynn Ng, Tricia Li Chuen Kuo, Jacob Shihang Chen, Dorien Herremans, Lay Guat Ng, Jer-Ming Chen:
Acoustic prediction of flowrate: varying liquid jet stream onto a free surface. CoRR abs/2006.09016 (2020) - [i24]Hao Hao Tan, Yin-Jyun Luo, Dorien Herremans:
Generative Modelling for Controllable Audio Synthesis of Expressive Piano Performance. CoRR abs/2006.09833 (2020) - [i23]Kanish Garg, Ajeet Kumar Singh, Dorien Herremans, Brejesh Lall:
PerceptionGAN: Real-world Image Construction from Provided Text through Perceptual Understanding. CoRR abs/2007.00977 (2020) - [i22]Hao Hao Tan, Dorien Herremans:
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling. CoRR abs/2007.15474 (2020) - [i21]Fajilatun Nahar, Kat Agres, Balamurali B. T., Dorien Herremans:
A dataset and classification model for Malay, Hindi, Tamil and Chinese music. CoRR abs/2009.04459 (2020) - [i20]Rui Guo, Ivor Simpson, Thor Magnusson, Chris Kiefer, Dorien Herremans:
A variational autoencoder for music generation controlled by tonal tension. CoRR abs/2010.06230 (2020) - [i19]Dorien Herremans, Tom Bergmans:
Hit Song Prediction Based on Early Adopter Data and Audio Features. CoRR abs/2010.09489 (2020) - [i18]Kin Wai Cheuk, Yin-Jyun Luo, Emmanouil Benetos, Dorien Herremans:
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy. CoRR abs/2010.09969 (2020) - [i17]Ha Thi Phuong Thao, Balamurali B. T., Dorien Herremans, Gemma Roig:
AttendAffectNet: Self-Attention based Networks for Predicting Affective Responses from Movies. CoRR abs/2010.11188 (2020)
2010 – 2019
- 2019
- [j8]Balamurali B. T., Kin Wah Edward Lin, Simon Lui, Jer-Ming Chen, Dorien Herremans:
Toward Robust Audio Spoofing Detection: A Detailed Comparison of Traditional and Learned Features. IEEE Access 7: 84229-84241 (2019) - [c14]Abigail Lee-Leon, Chau Yuen, Dorien Herremans:
Doppler Invariant Demodulation for Shallow Water Acoustic Communications Using Deep Belief Networks. APWCS 2019: 1-5 - [c13]Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans:
Latent Space Representation for Multi-Target Speaker Detection and Identification with a Sparse Dataset Using Triplet Neural Networks. ASRU 2019: 358-364 - [c12]Kat Agres, Simon Lui, Dorien Herremans:
A novel music-based game with motion capture to support cognitive and motor function in the elderly. CoG 2019: 1-4 - [c11]Dorien Herremans, Elaine Chew:
Towards emotion based music generation: A tonal tension model based on the spiral array. CogSci 2019: 52-53 - [c10]Dorien Herremans, Kin Wai Cheuk, Yin-Jyun Luo, Kat Agres:
Untangling indices of emotion in music using neural networks. CogSci 2019: 3476 - [c9]Ha Thi Phuong Thao, Dorien Herremans, Gemma Roig:
Multimodal Deep Models for Predicting Affective Responses Evoked by Movies. ICCV Workshops 2019: 1618-1627 - [c8]Yin-Jyun Luo, Kat Agres, Dorien Herremans:
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders. ISMIR 2019: 746-753 - [c7]Abigail Lee-Leon, Chau Yuen, Dorien Herremans:
A Hybrid Fuzzy Logic-Neural Network Approach for Multi-Path Separation of Underwater Acoustic Signals. VTC Spring 2019: 1-5 - [i16]Dorien Herremans, David Martens, Kenneth Sörensen:
Dance Hit Song Prediction. CoRR abs/1905.08076 (2019) - [i15]Balamurali B. T., Kin Wah Edward Lin, Simon Lui, Jer-Ming Chen, Dorien Herremans:
Towards robust audio spoofing detection: a detailed comparison of traditional and learned features. CoRR abs/1905.12439 (2019) - [i14]Yin-Jyun Luo, Kat Agres, Dorien Herremans:
Learning Disentangled Representations of Timbre and Pitch for Musical Instrument Sounds Using Gaussian Mixture Variational Autoencoders. CoRR abs/1906.08152 (2019) - [i13]Kat Agres, Simon Lui, Dorien Herremans:
A novel music-based game with motion capture to support cognitive and motor function in the elderly. CoRR abs/1906.10428 (2019) - [i12]Abigail Lee-Leon, Chau Yuen, Dorien Herremans:
Doppler Invariant Demodulation for Shallow Water Acoustic Communications Using Deep Belief Networks. CoRR abs/1909.02850 (2019) - [i11]Ha Thi Phuong Thao, Dorien Herremans, Gemma Roig:
Multimodal Deep Models for Predicting Affective Responses Evoked by Movies. CoRR abs/1909.06957 (2019) - [i10]Kin Wai Cheuk, Balamurali B. T., Gemma Roig, Dorien Herremans:
Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks. CoRR abs/1910.01463 (2019) - [i9]Rui Guo, Dorien Herremans, Thor Magnusson:
Midi Miner - A Python library for tonal tension and track classification. CoRR abs/1910.02049 (2019) - [i8]Yin-Jyun Luo, Chin-Chen Hsu, Kat Agres, Dorien Herremans:
Singing Voice Conversion with Disentangled Representations of Singer and Vocal Technique Using Variational Autoencoders. CoRR abs/1912.02613 (2019) - [i7]Kin Wai Cheuk, Hans Anderson, Kat Agres, Dorien Herremans:
nnAudio: An on-the-fly GPU Audio to Spectrogram Conversion Toolbox Using 1D Convolution Neural Networks. CoRR abs/1912.12055 (2019) - 2018
- [j7]Nailson dos Santos Cunha, Anand Subramanian, Dorien Herremans:
Generating guitar solos by integer programming. J. Oper. Res. Soc. 69(6): 971-985 (2018) - [c6]Ching-Hua Chuan, Dorien Herremans:
Modeling Temporal Tonal Relations in Polyphonic Music Through Deep Networks With a Novel Image-Based Representation. AAAI 2018: 2159-2166 - [i6]Ching-Hua Chuan, Kat Agres, Dorien Herremans:
From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec. CoRR abs/1811.12408 (2018) - [i5]Kin Wah Edward Lin, Balamurali B. T., Enyan Koh, Simon Lui, Dorien Herremans:
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross Entropy. CoRR abs/1812.01278 (2018) - [i4]Dorien Herremans, Ching-Hua Chuan, Elaine Chew:
A Functional Taxonomy of Music Generation Systems. CoRR abs/1812.04186 (2018) - [i3]Dorien Herremans, Elaine Chew:
MorpheuS: generating structured music with constrained patterns and tension. CoRR abs/1812.04832 (2018) - 2017
- [j6]Dorien Herremans, Ching-Hua Chuan, Elaine Chew:
A Functional Taxonomy of Music Generation Systems. ACM Comput. Surv. 50(5): 69:1-69:30 (2017) - [j5]Matteo Balliauw, Dorien Herremans, Daniel Palhazi Cuervo, Kenneth Sörensen:
A variable neighborhood search algorithm to generate piano fingerings for polyphonic sheet music. Int. Trans. Oper. Res. 24(3): 509-535 (2017) - [c5]Dorien Herremans, Simin Yang, Ching-Hua Chuan, Mathieu Barthet, Elaine Chew:
IMMA-Emo: A Multimodal Interface for Visualising Score- and Audio-synchronised Emotion Annotations. Audio Mostly Conference 2017: 11:1-11:8 - [c4]Dorien Herremans, Ching-Hua Chuan:
A Multi-modal Platform for Semantic Music Analysis: Visualizing Audio-and Score-Based Tension. ICSC 2017: 419-426 - [i2]Dorien Herremans, Ching-Hua Chuan:
Proceedings of the First International Workshop on Deep Learning and Music. CoRR abs/1706.08675 (2017) - [i1]Dorien Herremans, Ching-Hua Chuan:
Modeling Musical Context with Word2vec. CoRR abs/1706.09088 (2017) - 2016
- [p1]Dorien Herremans, David Martens, Kenneth Sörensen:
Composer Classification Models for Music-Theory Building. Computational Music Analysis 2016: 369-392 - 2015
- [j4]Dorien Herremans:
Compose ≡ compute - Computer generation and classification of music through operations research methods. 4OR 13(3): 335-336 (2015) - [j3]Dorien Herremans, Kenneth Sörensen, David Martens:
Classification and Generation of Composer-Specific Music Using Global Feature Models and Variable Neighborhood Search. Comput. Music. J. 39(3): 71-91 (2015) - [j2]Dorien Herremans, Stéphanie Weisser, Kenneth Sörensen, Darrell Conklin:
Generating structured music for bagana using quality metrics based on Markov models. Expert Syst. Appl. 42(21): 7424-7435 (2015) - [c3]Matteo Balliauw, Dorien Herremans, Daniel Palhazi Cuervo, Kenneth Sörensen:
Generating Fingerings for Polyphonic Piano Music with a Tabu Search Algorithm. MCM 2015: 149-160 - 2014
- [c2]Dorien Herremans, Kenneth Sörensen, Darrell Conklin:
Sampling the extrema from statistical models of music with variable neighbourhood search. ICMC 2014 - 2013
- [j1]Dorien Herremans, Kenneth Sörensen:
Composing fifth species counterpoint music with a variable neighborhood search algorithm. Expert Syst. Appl. 40(16): 6427-6437 (2013) - [c1]Dorien Herremans, Kenneth Sörensen:
FuX, an Android app that generates counterpoint. CICAC 2013: 48-55
Coauthor Index
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