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anthonyfang623's Projects

bmusegan icon bmusegan

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

classicgan icon classicgan

ClassicGAN: Generation of Classical Music with PGGAN

deepjazz icon deepjazz

Deep learning driven jazz generation using Keras & Theano!

dlwpt-book- icon dlwpt-book-

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dlwpy-book- icon dlwpy-book-

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

ismir2019tutorial icon ismir2019tutorial

Website for tutorial "Generating Music with GANs: An Overview and Case Studies"

jazz_transformer icon jazz_transformer

Transformer-XL for Jazz music composition. Paper: "The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-Composed Music through Quantitative Measures", ISMIR 2020

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

musicgen icon musicgen

Music Generation using Deep Learning. This project generates new composition using transformer based architectures suchas BERT that leverage Masked Language Modelling (MLM) for language generation tasks.

remi icon remi

"Pop Music Transformer: Beat-based Modeling and Generation of Expressive Pop Piano Compositions", ACM Multimedia 2020

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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