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Alexander Lerch

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

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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