Science Score: 59.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 6 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
✓Committers with academic emails
13 of 126 committers (10.3%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (17.3%) to scientific vocabulary
Keywords
Keywords from Contributors
Repository
Python library for audio and music analysis
Basic Info
- Host: GitHub
- Owner: librosa
- License: isc
- Language: Python
- Default Branch: main
- Homepage: https://librosa.org/
- Size: 36.7 MB
Statistics
- Stars: 7,826
- Watchers: 135
- Forks: 1,000
- Open Issues: 66
- Releases: 46
Topics
Metadata Files
README.md
librosa
A python package for music and audio analysis.
Table of Contents
Documentation
See https://librosa.org/doc/ for a complete reference manual and introductory tutorials.
The advanced example gallery should give you a quick sense of the kinds of things that librosa can do.
Installation
Using PyPI
The latest stable release is available on PyPI, and you can install it by saying
python -m pip install librosa
Using Anaconda
Anaconda users can install using conda-forge:
conda install -c conda-forge librosa
Building from source
To build librosa from source, say
python setup.py build
Then, to install librosa, say
python setup.py install
If all went well, you should be able to execute the following commands from a python console:
import librosa
librosa.show_versions()
This should print out a description of your software environment, along with the installed versions of other packages used by librosa.
📝 OS X users should follow the installation guide given below.
Alternatively, you can download or clone the repository and use pip to handle dependencies:
unzip librosa.zip
python -m pip install -e librosa
or
git clone https://github.com/librosa/librosa.git
python -m pip install -e librosa
By calling pip list you should see librosa now as an installed package:
librosa (0.x.x, /path/to/librosa)
Hints for the Installation
librosa uses soundfile and audioread to load audio files.
📝 Note that older releases of soundfile (prior to 0.11) do not support MP3, which will cause librosa to fall back on the audioread library.
soundfile
If you're using conda to install librosa, then audio encoding dependencies will be handled automatically.
If you're using pip on a Linux environment, you may need to install libsndfile
manually. Please refer to the SoundFile installation documentation for details.
audioread and MP3 support
To fuel audioread with more audio-decoding power (e.g., for reading MP3 files),
you may need to install either ffmpeg or GStreamer.
📝Note that on some platforms, audioread needs at least one of the programs to work properly.
If you are using Anaconda, install ffmpeg by calling
conda install -c conda-forge ffmpeg
If you are not using Anaconda, here are some common commands for different operating systems:
- #### Linux (
apt-get):
apt-get install ffmpeg
or
apt-get install gstreamer1.0-plugins-base gstreamer1.0-plugins-ugly
- #### Linux (yum):
yum install ffmpeg
or
yum install gstreamer1.0-plugins-base gstreamer1.0-plugins-ugly
- #### Mac:
brew install ffmpegor
brew install gstreamer
- #### Windows:
download ffmpeg binaries from this website or gstreamer binaries from this website
For GStreamer, you also need to install the Python bindings with
python -m pip install pygobject
Discussion
Please direct non-development questions and discussion topics to our web forum at https://groups.google.com/forum/#!forum/librosa
Citing
If you want to cite librosa in a scholarly work, there are two ways to do it.
If you are using the library for your work, for the sake of reproducibility, please cite the version you used as indexed at Zenodo:
From librosa version 0.10.2 or later, you can also use librosa.cite()
to get the DOI link for any version of librosa.
If you wish to cite librosa for its design, motivation, etc., please cite the paper published at SciPy 2015:
McFee, Brian, Colin Raffel, Dawen Liang, Daniel PW Ellis, Matt McVicar, Eric Battenberg, and Oriol Nieto. "librosa: Audio and music signal analysis in python." In Proceedings of the 14th python in science conference, pp. 18-25. 2015.
Owner
- Name: librosa
- Login: librosa
- Kind: organization
- Website: https://librosa.org
- Twitter: LibrosaPackage
- Repositories: 12
- Profile: https://github.com/librosa
Python tools for music and audio analysis
Committers
Last synced: 9 months ago
Top Committers
| Name | Commits | |
|---|---|---|
| Brian McFee | b****e@n****u | 2,293 |
| Vincent Lostanlen | v****n@g****m | 62 |
| mattmcvicar | m****r@h****m | 38 |
| Alexandros Metsai | a****i@g****m | 38 |
| Stefan Balke | s****e@a****e | 34 |
| Carl Thomé | c****e@g****m | 33 |
| Eric Battenberg | e****g@g****m | 28 |
| Frank Zalkow | f****w@a****e | 19 |
| Vincent Lostanlen | v****n@n****u | 18 |
| SuperKogito | k****o@h****r | 18 |
| Colin Raffel | c****l@g****m | 17 |
| Rachel Bittner | r****r@s****m | 17 |
| danagilliann | d****6@g****m | 14 |
| Uri Nieto | o****o@g****m | 13 |
| kyungyunlee | k****3@g****m | 11 |
| Jack Mason | j****2@g****m | 11 |
| Bryce | b****n@u****) | 11 |
| Dawen Liang | d****1@c****u | 11 |
| Dan Ellis | d****e@e****u | 10 |
| Eric Battenberg | e****g@g****m | 10 |
| scjs | s****2@o****u | 10 |
| Ryuichi YAMAMOTO | z****i@g****m | 10 |
| Viktor Andreevich Morozov | v****v@g****m | 8 |
| jmoore | j****h@g****m | 7 |
| Rachel Bittner | r****r@n****u | 6 |
| Keunwoo Choi | g****b@g****m | 6 |
| Shunsuke Hidaka | g****c@g****m | 6 |
| Ziyao Wei | z****y@g****m | 6 |
| nullmightybofo | n****o | 5 |
| Dawen Liang | d****l@D****l | 4 |
| and 96 more... | ||
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 243
- Total pull requests: 153
- Average time to close issues: 3 months
- Average time to close pull requests: 26 days
- Total issue authors: 163
- Total pull request authors: 40
- Average comments per issue: 4.61
- Average comments per pull request: 3.35
- Merged pull requests: 113
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 48
- Pull requests: 62
- Average time to close issues: 14 days
- Average time to close pull requests: 22 days
- Issue authors: 30
- Pull request authors: 12
- Average comments per issue: 1.81
- Average comments per pull request: 2.03
- Merged pull requests: 38
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- bmcfee (60)
- lostanlen (6)
- stefan-balke (3)
- davies-w (3)
- Nilsonfsilva (2)
- mcepl (2)
- DUOLabs333 (2)
- th0ger (2)
- arothenberg2 (2)
- mathpopo (2)
- drscotthawley (2)
- thewh1teagle (2)
- brucenielson (1)
- JuvenileLocksmith (1)
- yl8414 (1)
Pull Request Authors
- bmcfee (114)
- hunterhogan (6)
- dana-gill (4)
- dsuedholt (4)
- erabinov (4)
- BenedictSt (2)
- shihkuanglee (2)
- rishabh11336 (2)
- alumkal (2)
- orkunkinay (2)
- kyaryunha (2)
- dhunstack (2)
- scottvr (2)
- twoertwein (2)
- ssslakter (2)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 5
-
Total downloads:
- pypi 4,704,746 last-month
- Total docker downloads: 1,246,651
-
Total dependent packages: 488
(may contain duplicates) -
Total dependent repositories: 8,706
(may contain duplicates) - Total versions: 72
- Total maintainers: 3
pypi.org: librosa
Python module for audio and music processing
- Homepage: https://librosa.org
- Documentation: https://librosa.org/doc
- License: ISC
-
Latest release: 0.11.0
published 12 months ago
Rankings
Maintainers (1)
proxy.golang.org: github.com/librosa/librosa
- Documentation: https://pkg.go.dev/github.com/librosa/librosa#section-documentation
- License: isc
-
Latest release: v0.4.0
published over 10 years ago
Rankings
conda-forge.org: librosa
- Homepage: http://github.com/librosa/librosa
- License: ISC
-
Latest release: 0.9.2
published over 3 years ago
Rankings
spack.io: py-librosa
A python package for music and audio analysis.
- Homepage: https://github.com/librosa/librosa
- License: []
-
Latest release: 0.9.1
published almost 4 years ago
Rankings
Maintainers (1)
pypi.org: vflibrosa
Python module for audio and music processing
- Homepage: https://librosa.org
- Documentation: https://librosa.org/doc
- License: ISC
-
Latest release: 0.8.1
published over 2 years ago
Rankings
Maintainers (1)
Dependencies
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