Drew's repositories
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
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
mido
MIDI Objects for Python
piano-capture
Synchronized MIDI playback and audio capture for creating aligned transcription data
HighResolutionGuitarTranscription
Companion site for our paper "High-Resolution Guitar Transcription via Domain Adaptation"
pretty-midi
Utility functions for handling MIDI data in a nice/intuitive way.
ast
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
MIDI-BERT
This is the official repository for the paper, MidiBERT-Piano: Large-scale Pre-training for Symbolic Music Understanding.
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.
dm-haiku
JAX-based neural network library
datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
mt3
MT3: Multi-Task Multitrack Music Transcription
torch-audiomentations
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
dotfiles
:wrench: .files, including ~/.macos — sensible hacker defaults for macOS
annotated_encoder_decoder
The Annotated Encoder Decoder with Attention
gtr-cof
Interactive music theory dashboard for guitarists. http://guitardashboard.com/
graphite-api
Graphite-web, without the interface. Just the rendering HTTP API.
tensorflow
Computation using data flow graphs for scalable machine learning
gluon-api
A clear, concise, simple yet powerful and efficient API for deep learning.