Name: Ashis Pati
Type: User
Company: Center for Music Technology, Georgia Tech
Bio: Ph.D., Center for Music Technology, Georgia Tech. Interested in topics at the intersection of Artificial Intelligence and Music Informatics
Twitter: ashis_pati
Location: Atlanta
Blog: http://ashispati.github.io
Ashis Pati's Projects
Code accompanying NCA paper titled "Attribute-based Regularization of Latent Spaces for Variational Auto-Encoders"
Code accompanying ML4MD paper titled "Latent Space Regularization for Explicit Control of Musical Attributes"
List of articles related to deep learning applied to music
MacOS application for chord generation and accompaniment from sung or played monophonic melody using an HMM based algorithm - Final project for Audio Software Engineering (MUSI8903)
:alarm_clock: MIR conference deadline countdowns
Code for running benchmarking experiments on the dMelodies dataset. Supplementary to the ISMIR'20 paper titled: "dMelodies: A Music Dataset for Disentanglement Learning"
Code for running experiments in our ISMIR'21 paper titled: "Is Disentanglement enough? On Latent Representations for Controllable Music Generation"
Dataset to study disentanglement in the context of symbolic music. Published as an ISMIR'20 paper titled: "dMelodies: A Music Dataset for Disentanglement Learning"
Code accompanying AES Semantic Audio Conference paper titled "A Dataset and Method for Guitar Solo Detection in Rock Music"
Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"
Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook
The JUCE cross-platform C++ framework.
Code accompanying Applied Sciences paper titled "Assessment of Student Music Performances Using Deep Neural Networks"
Implementation of the "Variation Network: Learning High-level Attributes for Controlled Input Manipulation" paper.