286 Task Add 20 Audio Quality Metrics

[ibevers]

Description

Depends on:
#353

Adds 20 AQMs to main that are independent of the Bioacoustic QC feature branch as requested by @satra in Slack. Uses cherry-picked commits from: #279

AQMs:

• proportion of silence
• silence at beginning
• silence at end
• amplitude headroom
• spectral grating SNR
• peak SNR (not sure about implementation)
• proportion clipped
• clipping present
• amplitude modulation depth
• root mean square energy
• zero crossing rate
• signal variance
• dynamic range
• mean absolute deviation
• shannon entropy of amplitude
• crest factor
• amplitude skew
• amplitude kurtosis
• amplitude IQR
• phase correlation

Related Issue(s)

Motivation and Context

How Has This Been Tested?

Screenshots (if appropriate):

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)

Checklist:

• I have added tests to cover my changes.
• All new and existing tests passed.
• My code follows the code style of this project.

[ibevers]

@satra I've updated based on your feedback! Thank you for your review!

[codecov-commenter]

Codecov Report

❌ Patch coverage is 97.35294% with 9 lines in your changes missing coverage. Please review.
✅ Project coverage is 67.45%. Comparing base (113721a) to head (4015b2e).
⚠️ Report is 1091 commits behind head on main.

Files with missing lines	Patch %	Lines
src/senselab/audio/tasks/bioacoustic_qc/metrics.py	94.97%	9 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #287      +/-   ##
==========================================
+ Coverage   60.24%   67.45%   +7.21%     
==========================================
  Files         113      142      +29     
  Lines        4017     6536    +2519     
==========================================
+ Hits         2420     4409    +1989     
- Misses       1597     2127     +530     

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