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Ashis Pati's Projects

ar-vae icon ar-vae

Code accompanying NCA paper titled "Attribute-based Regularization of Latent Spaces for Variational Auto-Encoders"

attributemodelling icon attributemodelling

Code accompanying ML4MD paper titled "Latent Space Regularization for Explicit Control of Musical Attributes"

chordit icon chordit

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)

dmelodies_benchmarking icon dmelodies_benchmarking

Code for running benchmarking experiments on the dMelodies dataset. Supplementary to the ISMIR'20 paper titled: "dMelodies: A Music Dataset for Disentanglement Learning"

dmelodies_controllability icon dmelodies_controllability

Code for running experiments in our ISMIR'21 paper titled: "Is Disentanglement enough? On Latent Representations for Controllable Music Generation"

dmelodies_dataset icon dmelodies_dataset

Dataset to study disentanglement in the context of symbolic music. Published as an ISMIR'20 paper titled: "dMelodies: A Music Dataset for Disentanglement Learning"

guitarsolodetection icon guitarsolodetection

Code accompanying AES Semantic Audio Conference paper titled "A Dataset and Method for Guitar Solo Detection in Rock Music"

inpaintnet icon inpaintnet

Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"

juce icon juce

The JUCE cross-platform C++ framework.

musicperfassessment icon musicperfassessment

Code accompanying Applied Sciences paper titled "Assessment of Student Music Performances Using Deep Neural Networks"

varnet icon varnet

Implementation of the "Variation Network: Learning High-level Attributes for Controlled Input Manipulation" paper.

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