Kumar Ashis Pati

According to our database, Kumar Ashis Pati authored at least 12 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

Learning to manipulate latent representations of deep generative models.

Kumar Ashis Pati

PhD thesis, 2021

Attribute-based regularization of latent spaces for variational auto-encoders.

Ashis Pati, Alexander Lerch

Neural Comput. Appl., 2021

Is Disentanglement enough? On Latent Representations for Controllable Music Generation.

Ashis Pati, Alexander Lerch

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

2020

An Interdisciplinary Review of Music Performance Analysis.

Alexander Lerch, Claire Arthur, Ashis Pati, Siddharth Gururani

Trans. Int. Soc. Music. Inf. Retr., 2020

Attribute-based Regularization of VAE Latent Spaces.

Ashis Pati, Alexander Lerch

CoRR, 2020

dMelodies: A Music Dataset for Disentanglement Learning.

Ashis Pati, Siddharth Kumar Gururani, Alexander Lerch

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Score-informed Networks for Music Performance Assessment.

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

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019

Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs.

Benjamin Genchel, Ashis Pati, Alexander Lerch

CoRR, 2019

Learning to Traverse Latent Spaces for Musical Score Inpainting.

Ashis Pati, Alexander Lerch, Gaëtan Hadjeres

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Music Performance Analysis: A Survey.

Alexander Lerch, Claire Arthur, Ashis Pati, Siddharth Gururani

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

2017

A Rule-Based Computational Model of Cognitive Arithmetic.

Ashis Pati, Kantwon Rogers, Hanqing Zhu

CoRR, 2017

A Dataset and Method for Guitar Solo Detection in Rock Music.

Kumar Ashis Pati, Alexander Lerch

Proceedings of the AES International Conference Semantic Audio 2017, 2017