Publications
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[ Author
] Title Type Year Filters: First Letter Of Last Name is C [Clear All Filters]
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2017. Generating guitar solos by integer programming. Journal of the Operational Research Society. :971-985.
preprint_guitar_solo_generation_dh.pdf (772.59 KB)
preprint_guitar_solo_generation_dh.pdf (772.59 KB).
2016. Uma abordagem baseada em programação linear inteira para a geração de solos de guitarra. XLVIII Simpósio Brasileiro de Pesquisa Operacional (SBPO). sbpo_dh.pdf (346.61 KB)
sbpo_dh.pdf (346.61 KB).
2018. From Context to Concept: Exploring Semantic Relationships in Music with Word2Vec. Neural Computing and Applications. paper.pdf (1.64 MB)
paper.pdf (1.64 MB).
2018. Modeling temporal tonal relations in polyphonic music through deep networks with a novel image-based representation. The Thirty-Second AAAI Conference on Artificial Intelligence. preprint_lstm.pdf (741.28 KB)
preprint_lstm.pdf (741.28 KB).
2019. nnAudio: A PyTorch Audio Processing Tool Using 1D Convolution neural networks. ISMIR - Late Breaking Demo. nnAudio.pdf (399.08 KB)
nnAudio.pdf (399.08 KB).
2019. 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). 1910.01463.pdf (934.76 KB)
1910.01463.pdf (934.76 KB).
2020. The impact of Audio input representations on neural network based music transcription. Proceedings of the International Joint Conference on Neural Networks (IJCNN). 2001.09989.pdf (1.87 MB)
2001.09989.pdf (1.87 MB).
2020. Regression-based music emotion prediction using triplet neural networks. Proceedings of the International Joint Conference on Neural Networks (IJCNN). 2001.09988.pdf (777.31 KB)
2001.09988.pdf (777.31 KB).
2018. Blacklisted speaker identification using triplet neural networks. MCE2018 competition. SUTD_description.pdf (133.08 KB)
SUTD_description.pdf (133.08 KB)