{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/3"}],"enrichment":{"capability":"Provides PyTorch-based filterbank implementations for audio signal processing, particularly designed for audio source separation tasks.","skillfed_tags":["audio-processing","source-separation"],"use_cases":["Building audio source separation models that need learnable or fixed filterbank layers in PyTorch.","Extracting time-frequency representations from raw audio for downstream machine learning tasks.","Prototyping audio signal processing pipelines that require modular filterbank components."],"what_it_does":"Asteroid Filterbanks is a PyTorch-based library that provides filterbank implementations for audio processing. It is part of the larger Asteroid toolkit for audio source separation research and offers modular filterbank components that researchers can use to decompose audio signals into frequency representations suitable for machine learning models.\n\nThe package depends on NumPy, PyTorch, and typing-extensions, making it a lightweight addition to existing audio processing pipelines. It is designed for researchers working on audio source separation and related signal processing tasks, though the project is no longer actively maintained\u2014the last release was in April 2021 and there have been no commits since early 2025.","worth_installing":"Yes, if you are working with audio source separation or signal processing in PyTorch and need stable filterbank implementations. The low install friction and permissive MIT license make it straightforward to adopt. However, be aware that the project is dormant\u2014no active maintenance or updates are expected, so compatibility with very recent PyTorch or Python versions is not guaranteed. Suitable for research or production use where the filterbank API is stable enough for your needs."},"id":"asteroid-filterbanks","links":{"html":"https://skillfed.io/packages/asteroid-filterbanks","md":"https://skillfed.io/packages/asteroid-filterbanks.md","pypi":"https://pypi.org/project/asteroid-filterbanks/"},"maintenance":{"status":"dormant"},"meta":{"latest_release":"2021-04-09","license_spdx":null,"license_treatment":"permissive","name":"asteroid-filterbanks","python_support":"supports_current","summary":"Asteroid's filterbanks"},"popularity":{"monthly_downloads":2111574,"position":3286,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"0.4.0"}