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Alexander Lerch

Center for Music Technology, Georgia Institute of Technology, Atlanta, GA, USA

Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes


Oct 11, 2021
Karn N. Watcharasupat, Alexander Lerch

* Submitted to the Late-Breaking Demo Session of the 22nd International Society for Music Information Retrieval Conference 

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Improving Music Performance Assessment with Contrastive Learning


Aug 03, 2021
Pavan Seshadri, Alexander Lerch

* To appear at 22nd International Society for Music Information Retrieval Conference, Online, 2021 

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Is Disentanglement enough? On Latent Representations for Controllable Music Generation


Aug 01, 2021
Ashis Pati, Alexander Lerch

* To be published in: Proceedings of 22nd International Society for Music Information Retrieval Conference (ISMIR), Online, 2021 

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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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Mind the beat: detecting audio onsets from EEG recordings of music listening


Feb 12, 2021
Ashvala Vinay, Alexander Lerch, Grace Leslie

* to be published in ICASSP 2021 4 figures, 5 pages (4 pages of content + 1 page of references) 

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Audio Content Analysis


Jan 01, 2021
Alexander Lerch

* Preprint for a book chapter introducing Audio Content Analysis 

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Melody-Conditioned Lyrics Generation with SeqGANs


Oct 28, 2020
Yihao Chen, Alexander Lerch


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Multitask learning for instrument activation aware music source separation


Aug 03, 2020
Yun-Ning Hung, Alexander Lerch


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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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Visual Attention for Musical Instrument Recognition


Jun 21, 2020
Karn Watcharasupat, Siddharth Gururani, Alexander Lerch

* 6 pages, 7 figures. Karn Watcharasupat is currently with the School of Electrical and Electronic Engineering, Nanyang Technological University. This work was done while she was with the Center for Music Technology, Georgia Institute of Technology on an exchange semester 

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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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Learning to Fuse Music Genres with Generative Adversarial Dual Learning


Dec 05, 2017
Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu

* International Conference on Data Mining - New Orleans, 2017 

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