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An Interdisciplinary Review of Music Performance Analysis


Apr 19, 2021
Alexander Lerch, Claire Arthur, Ashis Pati, Siddharth Gururani

* Transactions of the International Society for Music Information Retrieval, 3(1), pp.221-245, 2020 
* arXiv admin note: substantial text overlap with arXiv:1907.00178 

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Score-informed Networks for Music Performance Assessment


Aug 01, 2020
Jiawen Huang, Yun-Ning Hung, Ashis Pati, Siddharth Kumar Gururani, Alexander Lerch

* To appear at 21st International Society for Music Information Retrieval Conference, Montr\'eal, Canada, 2020 

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dMelodies: A Music Dataset for Disentanglement Learning


Jul 29, 2020
Ashis Pati, Siddharth Gururani, Alexander Lerch

* To be published in: Proceedings of 21st International Society for Music Information Retrieval Conference (ISMIR), Montr\'eal, Canada, 2020 

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Attribute-based Regularization of VAE Latent Spaces


Apr 11, 2020
Ashis Pati, Alexander Lerch


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Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs


Jul 10, 2019
Benjamin Genchel, Ashis Pati, Alexander Lerch

* In Proceedings of the 7th International Workshop on Musical Meta-creation (MUME). Charlotte, North Carolina 2019 

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Learning to Traverse Latent Spaces for Musical Score Inpainting


Jul 02, 2019
Ashis Pati, Alexander Lerch, Gaëtan Hadjeres

* 20th International Society for Music Information Retrieval Conference (ISMIR), 2019, Delft, The Netherlands; 6 pages, 8 figures 

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A Rule-Based Computational Model of Cognitive Arithmetic


May 03, 2017
Ashis Pati, Kantwon Rogers, Hanqing Zhu


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