Frank Cwitkowitz (cwitkowitz)

cwitkowitz

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Company:University of Rochester

Location:Rochester, NY USA

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Frank Cwitkowitz's starred repositories

nussl

A flexible source separation library in Python

Language:PythonLicense:MITStargazers:600Issues:0Issues:0

mlflow

Open source platform for the machine learning lifecycle

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pytorch_musicnet

PyTorch DataSet and Jupyter demos for MusicNet

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slakh-utils

Utilities for interfacing with Slakh2100

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Music-Transcription-with-Semantic-Segmentation

Automatic music transcription using semantic segmentation model. Reached state-of-the-art score on MAPS and MusicNet.

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ddsp

DDSP: Differentiable Digital Signal Processing

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jukebox

Code for the paper "Jukebox: A Generative Model for Music"

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tab-cnn

Guitar Tablature Estimation with a Convolutional Neural Network

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sporco

Sparse Optimisation Research Code

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mirdata

Python library for working with Music Information Retrieval datasets

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SincNet

SincNet is a neural architecture for efficiently processing raw audio samples.

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pytorch-esn

An Echo State Network module for PyTorch.

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torch-stft

An STFT/iSTFT for PyTorch.

Language:PythonLicense:BSD-3-ClauseStargazers:339Issues:0Issues:0

magenta

Magenta: Music and Art Generation with Machine Intelligence

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PlotNeuralNet

Latex code for making neural networks diagrams

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onsets-and-frames

A Pytorch implementation of Onsets and Frames (Hawthorne 2018)

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pretty-midi

Utility functions for handling MIDI data in a nice/intuitive way.

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fluidsynth

Software synthesizer based on the SoundFont 2 specifications

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midi2audio

Play and synthesize MIDI to audio - easy to use Python/CLI API to FluidSynth.

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ismir2017-deepsalience

Companion code for ISMIR 2017 paper "Deep Salience Representations for $F_0$ Estimation in Polyphonic Music"

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GuitarSet

GuitarSet: a dataset for guitar transcription

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jams-data

Datasets and parsing scripts for JAMS

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crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

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muda

A library for augmenting annotated audio data

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jams

A JSON Annotated Music Specification for Reproducible MIR Research

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ismir2018-oss-tutorial

ISMIR2018 Tutorial on Open Source and Reproducibility in MIR Research

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pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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mir_eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.

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