v0.9.0

Opensoundscape v0.9.0

This release represents a major update to the OpenSoundscape library, including new features, bug fixes, and some breaking changes.

New feature highlights

• Localization of sounds from time-synchronized recorders with the localization module
• Class activation mapping in deep learning models with several flavors of GradCAM and guided backpropagation using the cam module or CNN.generate_cams()
• BoxedAnnotation class now support loading, saving, and manipulating labels (and Raven formatted txt files) for many audio files at once, instead of just one audio file
• New methods and properties for the Audio class, including .show_widget(), .dBFS, .rms, .from_url(), .normalize(), and .apply_gain()
• Methods for loading and saving CNN class across OpenSoundscape versions (.save_torch_dict() and .from_torch_dict())

What's Changed

• add missing mock-imports by @sammlapp in #650
• merge hotfix from master to develop by @sammlapp in #651
• 578: tutorial download links by @syunkova in #658
• Implement wandb.watch in CNN.train() by @sammlapp in #675
• Class activation maps by @sammlapp in #676
• change default resample type to 'soxr_hq' by @sammlapp in #682
• implement save_torch_dict and load_torch_dict by @sammlapp in #683
• Refactor modules by @sammlapp in #686
• warn usr if load_model loads model of old version resolves #661 by @sammlapp in #689
• Issue 679 retain metadata when using Audio methods by @sammlapp in #690
• Resolves #579 boxed annotations by @sammlapp in #688
• Audio class display and from_url by @sammlapp in #691
• add gcc (generalized cross correlation) function and tests by @louisfh in #693
• Feat refact localizer by @louisfh in #697
• v0.9.0 by @sammlapp in #702

Full Changelog: v0.8.0...v0.9.0