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- Python 3 support!
- Much improved documentation and API
- Refactoring of AudioSignal and other parts to be more intuitive
- Full test coverage
- Deep learning algorithms added, along with robust model zoo
- PyTorch fully integrated into nussl
- Support for many kinds of datasets, and hooks for existing ones
like MUSDB, WHAM!, and FUSS.
- Easy-to-use framework for training new separation models.
- Improved performance of many of the classical non-ML based
separation algorithms.