Hao Hao Tan

frechet-audio-distance. A lightweight library for Frechet Audio Distance calculation.

syntheon. Parameter inference of music synthesizers to simplify sound design process. Supports Vital.

MR-MT3. MR-MT3: Memory Retaining Multi-Track Music Transcription to Mitigate Instrument Leakage

basic-pitch-torch. PyTorch version of Spotify's Basic Pitch

music-fader-nets. Code accompanying ISMIR 2020 paper - "Music FaderNets: Controllable Music Generation Based On High-Level Features via Low-Level Feature Modelling".

diff-wave-synth. Unofficial PyTorch implementation of Differentiable Wavetable Synthesis by Shan et al., ICASSP 2022.

magenta-in-pytorch. List of open-source implementations of Magenta projects in PyTorch.

piano-synthesis. Code accompanying ML4MD ICML 2020 paper - "Generative Modelling for Controllable Audio Synthesis of Expressive Piano Performance".

ChordAL. Code accompanying ICCC 2019 Creative Submission paper - "ChordAL: A Chord-Based Approach for Music Generation using Bi-LSTMs".

torchcrepeV2. My own version of crepe, SOTA pitch tracking tool in PyTorch.

noisy-student-emotion-training. Submission to MediaEval 2021 Emotions and Themes in Music challenge. Noisy-student training for music emotion tagging

midi-neural-processor. midi processor library for PerformanceRNN & MusicTransformer published by "Google Magenta"

pyfuturedag. Lightweight Python DAG implementation using asyncio futures.

pedalboard. 🎛 🔊 A Python library for adding effects to audio.

intro-music-content-id. Gentle introduction to music content recognition

basic-pitch. A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

iw-gmvae. Importance Weighted Gaussian-Mixture VAE

spiegelib. Automatic Synthesizer Programming Library

semi-supervised-learning. Semi-supervised learning tutorials. Course project for CZ4041.

frenly. Building a friendlier web community with sentiment analysis. Winners of NUS Hack&Roll 2019.

flash-attention. Fast and memory-efficient exact attention

nnAudio. Audio processing by using pytorch 1D convolution network

MultiPlay. Multitasking game for dementia patients developed on Unity

FIFA-2018-Match-Predictor. Match result predictions for FIFA 2018 World Cup using ML techniques.

polarity-prediction-msia-ge14. Polarity predictor for tweets related to Msia's GE14

audio. Data manipulation and transformation for audio signal processing, powered by PyTorch

librosa. Python library for audio and music analysis

vital. Spectral warping wavetable synth

miditoolkit. https://pypi.org/project/miditoolkit/

ddx7. Differentiable FM Synthesis of Musical Instrument Sounds

Diplomacy. Code for Agent Madoff, ANAC Diplomacy Challenge, IJCAI 2017

mt3-pytorch. Python

magenta. Magenta: Music and Art Generation with Machine Intelligence

RTNeural. Real-time neural network inferencing