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EmoMV: Affective Music-Video Correspondence Learning Datasets for Classification and Retrieval. Information Fusion.. 2022.
Evaluating the Effectiveness of an Augmented Reality Game Promoting Environmental Action. Sustainability. 13(24):13912.. 2021.
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Generating guitar solos by integer programming. Journal of the Operational Research Society. :971-985.. 2017.
Generating Lead Sheets with Affect: A Novel Conditional seq2seq Framework. Proceedings of the International Joint Conference on Neural Networks (IJCNN).. 2021.
Generating music with an optimization algorithm using a Markov based objective function. ORBEL29, Belgian Conference on Operations Research.. 2015.
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Generative Modelling for Controllable Audio Synthesis of Expressive Piano Performance. Workshop on Machine Learning for Music Discover (ML4MD) as part of ICML.. 2020.
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Hierarchical Recurrent Neural Networks for Conditional Melody Generation with Long-term Structure. Proceedings of the International Joint Conference on Neural Networks (IJCNN).. 2021.
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A Hybrid Fuzzy Logic-Neural Network Approach For Multi-path Separation Of Underwater Acoustic Signals. 89th IEEE Vehicular Technology Conference.. 2019.
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Latent space representation for multi-target speaker detection and identification with a sparse dataset using Triplet neural networks. IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2019).. 2019.
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Minimally Simple Binaural Room Modelling Using a Single Feedback Delay Network. Journal of the Audio Engineering Society. 66(10):791-807.. 2018.
Modeling Musical Context with Word2vec. First International Workshop On Deep Learning and Music. 1:11-18.. 2017.
Modeling temporal tonal relations in polyphonic music through deep networks with a novel image-based representation. The Thirty-Second AAAI Conference on Artificial Intelligence.. 2018.
MorpheuS: Automatic music generation with recurrent pattern constraints and tension profiles. IEEE TENCON.. 2016.
MorpheuS: constraining structure in automatic music generation. Dagstuhl seminar on Computational Music Structure Analysis.. 2016.
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A Multimodal Model with Twitter Finbert Embeddings for Extreme Price Movement Prediction of Bitcoin. Expert Systems with Applications.. 2023.
A multi-modal platform for semantic music analysis: visualizing audio- and score-based tension. 11th International Conference on Semantic Computing IEEE ICSC 2017.. 2017.
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Music and Motion-Detection: A Game Prototype for Rehabilitation and Strengthening in the Elderly. IEEE International Conference on Orange Technologies (ICOT) .. 2017.
Music, Computing, and Health: A roadmap for the current and future roles of music technology for healthcare and well-being. Music & Science.. 2021.
Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling. ISMIR.. 2020.
Music generation with structural constraints: an operations research approach. 30th Annual Conference of the Belgian Operational Research (OR) Society (ORBEL30). :37-39.. 2016.
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nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks. ISMIR - Late Breaking Demo.. 2019.
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A Novel Interface for the Graphical Analysis of Music Practice Behaviours. Frontiers in Psychology - Human-Media Interaction. 9. 2018.
A novel music-based game with motion capture to support cognitive and motor function in the elderly. IEEE Conference on Games.. 2019.
O.R. and music generation. OR/MS Today. 45(1). 2018.
PerceptionGAN: Real-world image construction from provided text through perceptual understanding. 4th Int. Conf. on Imaging, Vision and Pattern Recognition (IVPR), and 9th Int. Conf. on Informatics, Electronics & Vision (ICIEV).. 2020.
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Revisiting the Onsets and Frames Model with Additive Attention. Proceedings of the International Joint Conference on Neural Networks (IJCNN).. 2021.
Singing voice conversion with disentangled representations of singer and vocal technique using variational autoencoders. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP).. 2020.
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