ashispati

ar-vae

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

AttributeModelling

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

awesome-deep-learning-music

List of articles related to deep learning applied to music

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

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

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

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

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

InpaintNet

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

MusicPerfAssessment

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

ashispati/InpaintNet

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

ashispati/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"

ashispati/ar-vae

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

ashispati/dmelodies_controllability

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

ashispati/GuitarSoloDetection

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

ashispati/AttributeModelling

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

ashispati/MusicPerfAssessment

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

ashispati/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"

ashispati/awesome-deep-learning-music

List of articles related to deep learning applied to music

ashispati/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)

ashispati/ACAProject

ashispati/conference-deadlines

:alarm_clock: MIR conference deadline countdowns

ashispati/ismir-2019-posters

ashispati/ismir2018-revisiting-svd

Revisiting Singing Voice Detection : a Quantitative Review and the Future Outlook

ashispati/JUCE

The JUCE cross-platform C++ framework.

ashispati/MUSI7100

ashispati/MUSI8903-PROJECT1

ashispati/MUSI8903_Assignment_5

ashispati/MUSIC-8903-2016-assignment3-fastconv

ashispati/VarNet

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