Drew's repositories
piano-capture
Synchronized MIDI playback and audio capture for creating aligned transcription data
annotated_encoder_decoder
The Annotated Encoder Decoder with Attention
ast
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
dm-haiku
JAX-based neural network library
dotfiles
:wrench: .files, including ~/.macos — sensible hacker defaults for macOS
gluon-api
A clear, concise, simple yet powerful and efficient API for deep learning.
graphite-api
Graphite-web, without the interface. Just the rendering HTTP API.
HighResolutionGuitarTranscription
Companion site for our paper "High-Resolution Guitar Transcription via Domain Adaptation"
hr_beat_tracking
a disgusting abuse of Kong's high resolution transcription model, relegated to tracking beats
magenta
Magenta: Music and Art Generation with Machine Intelligence
MIDI-BERT
This is the official repository for the paper, MidiBERT-Piano: Large-scale Pre-training for Symbolic Music Understanding.
mido
MIDI Objects for Python
mt3
MT3: Multi-Task Multitrack Music Transcription
pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
qdrant
Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/
qdrant-client
Python client for Qdrant vector search engine
spotify-downloader
Download your Spotify playlists and songs along with album art and metadata (from YouTube if a match is found).
tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
tensorflow
Computation using data flow graphs for scalable machine learning
torch-audiomentations
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.