Rachel Bittner
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Datasets

Some datasets that I helped create
MedleyDB : An annotated dataset of multitrack audio for music research
  • Original
  • Additional data for version 2.0
  • Pitch tracking subset
  • Melody subset

Vocadito : A dataset of solo monophonic singing voice recordings, with f0, lyric and multiple note annotations.

MUSDB18 : A corpus for music separation
​
GuitarSet : A dataset of richly annotated guitar recordings

Software

Some software/projects that I lead or co-lead
​mirdata : Python tools for MIR datasets

pysox : A python wrapper around SoX

deep salience : Code for running inference for "deep salience" melody & multi-f0 algorithms

​motif : Melody extraction library in Python
​See my github profile for a complete list.
Picture

​Software Contributions

Some software/projects I've contributed to
Tony : A graphical tool for creating pitch f0 and note annotations - allows for easy visualization/sonification, correction, and export

​jams : A JSON Annotated Music Specification for reproducible MIR research

mir_eval : Python library for computing common heuristic accuracy scores for various music/audio information retrieval/signal processing tasks

librosa : A Python package for music and audio analysis

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