PyRank
iver56

audiomentations

A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.
PyPI GitHub
More links
Download Stats Changelog Documentation Issue Tracker
Monthly downloads
323.9K
Weekly downloads
99.1K
GitHub stars
2.3K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
0.43.1
Requires Python
>=3.10
Licence
MIT
Last Release
1 year ago
Author
Iver Jordal
First Release
February 15, 2019
Total Releases
48
Python Versions
3.10 3.11 3.12 3.13
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
50
Popularity
70
Adoption
95
Community
50
Provenance
0
How the maintenance status was determined
Last commit
293 days ago
Monthly downloads
323,944
Active
Activity within 30 days
Stable
Activity within 31-180 days
• Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
323,944
Stars
2,323
Stars per 1k downloads
7.17
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
• Community Favorite
> 5 stars per 1k downloads
Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
14,162
Month daily avg
10,798
Momentum
+31.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
>=3.10
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
• Legacy
Supports 3.10 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
MIT
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
398 days ago
Total releases
48
Releases/year
6.3
Rapid
Last release within 365 days and > 12 releases/year
Regular
Last release within 365 days
• Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
24
Monthly downloads
323,944
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
60
 
Issue Burden
22.0
per 1k stars
Discussions
1.3
per 1k stars
Fork Ratio
10.6%
contrib / forks
Stale Release
105d
 
PR Velocity
Quiet
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 6.5K
macOS 238
Windows 94

Python Versions

3.12
49.8% 3.4K
3.13
41.6% 2.8K
3.11
5.7% 385
3.10
2.5% 172
3.14
0.4% 25

Top Countries

1. US US
6.2K
2. SG SG
156
3. DE DE
99
4. NL NL
75
5. IN IN
41
6. CA CA
33
7. MX MX
25
8. CZ CZ
18
9. IT IT
17
10. JP JP
16

Weekly Downloads

GitHub Stars

Dependencies

7
4 optional dependencies

Used By

21
View all 21 dependents

Repository details

Forks
226
Issues
51
Last Commit
9 months ago
Contributors
24
Open PRs
11
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology