librosa/librosa: 0.10.0

This release provides many speedups and enhancements to core operations, faster importing and loading, and full type annotations.

A detailed changelog is provided below, and summarized at https://librosa.org/doc/main/changelog.html#v0-10-0

• Square plots when different axis types are compatible by @kianelbo in https://github.com/librosa/librosa/pull/1501
• Add instructions for updating test_display images in CONTRIBUTING.md by @kianelbo in https://github.com/librosa/librosa/pull/1520
• 0.10 positional argument deprecation removal and dev version bump by @bmcfee in https://github.com/librosa/librosa/pull/1521
• Support for "h" and "m" in TimeFormatter by @lostanlen in https://github.com/librosa/librosa/pull/1485
• STFT pre-allocation by @bmcfee in https://github.com/librosa/librosa/pull/1514
• Update LICENSE.md by @masguit42 in https://github.com/librosa/librosa/pull/1531
• Accelerated abs2 and phasor by @bmcfee in https://github.com/librosa/librosa/pull/1529
• Standardize integer type checks by @achabotl in https://github.com/librosa/librosa/pull/1535
• Localmax and localmin vectorization by @bmcfee in https://github.com/librosa/librosa/pull/1533
• adds keyword argument definitions to docstrings by @Embot2000 in https://github.com/librosa/librosa/pull/1536
• Refactor AdaptiveWaveplot, disconnection support by @bmcfee in https://github.com/librosa/librosa/pull/1539
• Improve the contributing guide by @juanis2112 in https://github.com/librosa/librosa/pull/1537
• Fixes the PR reference number in the Changelog by @cr2007 in https://github.com/librosa/librosa/pull/1543
• Fixes docstring for 'note_to_midi' function in librosa/core/convert.py by @helminzo in https://github.com/librosa/librosa/pull/1545
• removed hanning from tests, fixes #1547 by @bmcfee in https://github.com/librosa/librosa/pull/1548
• Purge hanning (continued) by @bmcfee in https://github.com/librosa/librosa/pull/1549
• updating codespell and corrections by @bmcfee in https://github.com/librosa/librosa/pull/1557
• High-dimensional resampling, axis targeting by @bmcfee in https://github.com/librosa/librosa/pull/1561
• Correct window bandwidth calculation and documentation by @bmcfee in https://github.com/librosa/librosa/pull/1560
• Explain cmap in specshow docs by @kianelbo in https://github.com/librosa/librosa/pull/1563
• off-by-one error in STFT frame padding by @bmcfee in https://github.com/librosa/librosa/pull/1568
• use rfft when appropriate in autocorrelate, fixes #1526 by @bmcfee in https://github.com/librosa/librosa/pull/1565
• forced floating point sampling rates in multirate filterbank by @bmcfee in https://github.com/librosa/librosa/pull/1571
• Improve filter visualization for semitone_filterbank docstring by @BdeGraaff in https://github.com/librosa/librosa/pull/1574
• vectorized note and svara converters properly by @bmcfee in https://github.com/librosa/librosa/pull/1572
• Changing default resampler by @bmcfee in https://github.com/librosa/librosa/pull/1566
• CI updates, dropping python 3.6 by @bmcfee in https://github.com/librosa/librosa/pull/1577
• CI updates (continued) by @bmcfee in https://github.com/librosa/librosa/pull/1578
• updated tests for numpy 1.23 compatibility by @bmcfee in https://github.com/librosa/librosa/pull/1581
• lazy imports by @bmcfee in https://github.com/librosa/librosa/pull/1579
• fixed #1585 figure layout issues [ci skip] by @bmcfee in https://github.com/librosa/librosa/pull/1586
• updated CI environments, fixes #1589 by @bmcfee in https://github.com/librosa/librosa/pull/1590
• Fixed docs badge link by @ZviBaratz in https://github.com/librosa/librosa/pull/1592
• Replace numpy deprecated types with python types. by @mattiadg in https://github.com/librosa/librosa/pull/1594
• harmonic interpolation for scipy 1.9.3 by @bmcfee in https://github.com/librosa/librosa/pull/1596
• Just intonation by @bmcfee in https://github.com/librosa/librosa/pull/1552
• Miscellaneous documentation updates by @bmcfee in https://github.com/librosa/librosa/pull/1602
• updated presets example to make better use of lazy-loading by @bmcfee in https://github.com/librosa/librosa/pull/1603
• Improved docs resample by @jpaasen in https://github.com/librosa/librosa/pull/1614
• Add type annotations by @matangover in https://github.com/librosa/librosa/pull/1587
• Parabolic interpolation speedup for yin by @bmcfee in https://github.com/librosa/librosa/pull/1617
• fixed #1618 - updated docstrings by @bmcfee in https://github.com/librosa/librosa/pull/1623
• removing typehints from doc build by @bmcfee in https://github.com/librosa/librosa/pull/1630
• updated cache action to v3 by @bmcfee in https://github.com/librosa/librosa/pull/1631
• Soundfile exception handling, version bump by @bmcfee in https://github.com/librosa/librosa/pull/1625
• Rainbowgram by @EmmaZhao0413 in https://github.com/librosa/librosa/pull/1612
• Type annotations continued by @bmcfee in https://github.com/librosa/librosa/pull/1632
• Require matplotlib 3.3+ by @bmcfee in https://github.com/librosa/librosa/pull/1640
• Update LICENSE.md by @raccoonML in https://github.com/librosa/librosa/pull/1638
• Zero crossings rewrite by @bmcfee in https://github.com/librosa/librosa/pull/1643
• rebuild lint environment cache by @bmcfee in https://github.com/librosa/librosa/pull/1645
• Minor typing improvements by @bluenote10 in https://github.com/librosa/librosa/pull/1637
• Vertical waveshow by @bmcfee in https://github.com/librosa/librosa/pull/1646
• f0 harmonic interpolation by @bmcfee in https://github.com/librosa/librosa/pull/1647
• added more options for bandwidth estimation by @tomxi in https://github.com/librosa/librosa/pull/1495
• Allow isolated vertices in bandwidth estimation sometimes by @bmcfee in https://github.com/librosa/librosa/pull/1652
• 0.10.0rc0 release prep by @bmcfee in https://github.com/librosa/librosa/pull/1653
• updated doc build targets by @bmcfee in https://github.com/librosa/librosa/pull/1657
• 010 final by @bmcfee in https://github.com/librosa/librosa/pull/1658
• Doc build headaches continued by @bmcfee in https://github.com/librosa/librosa/pull/1660
• Doc build continues by @bmcfee in https://github.com/librosa/librosa/pull/1661
• Doc build corrections by @bmcfee in https://github.com/librosa/librosa/pull/1663
• reverting mpl version change for doc build by @bmcfee in https://github.com/librosa/librosa/pull/1664
• allow dtype specification in abs2, rms by @bmcfee in https://github.com/librosa/librosa/pull/1665
• 0.10.0rc1 by @bmcfee in https://github.com/librosa/librosa/pull/1666
• pinning sphinx version for doc environment until we fix jquery issue by @bmcfee in https://github.com/librosa/librosa/pull/1670
• fixed mel_to_stft example, resolves #1672 by @bmcfee in https://github.com/librosa/librosa/pull/1673

• @kianelbo made their first contribution in https://github.com/librosa/librosa/pull/1501
• @masguit42 made their first contribution in https://github.com/librosa/librosa/pull/1531
• @achabotl made their first contribution in https://github.com/librosa/librosa/pull/1535
• @Embot2000 made their first contribution in https://github.com/librosa/librosa/pull/1536
• @juanis2112 made their first contribution in https://github.com/librosa/librosa/pull/1537
• @helminzo made their first contribution in https://github.com/librosa/librosa/pull/1545
• @BdeGraaff made their first contribution in https://github.com/librosa/librosa/pull/1574
• @ZviBaratz made their first contribution in https://github.com/librosa/librosa/pull/1592
• @mattiadg made their first contribution in https://github.com/librosa/librosa/pull/1594
• @jpaasen made their first contribution in https://github.com/librosa/librosa/pull/1614
• @matangover made their first contribution in https://github.com/librosa/librosa/pull/1587
• @EmmaZhao0413 made their first contribution in https://github.com/librosa/librosa/pull/1612
• @raccoonML made their first contribution in https://github.com/librosa/librosa/pull/1638
• @tomxi made their first contribution in https://github.com/librosa/librosa/pull/1495

Full Changelog: https://github.com/librosa/librosa/compare/0.9.2...0.10.0