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reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["annotation","classification","deep-learning","segmentation","song","tensorflow"],"created_at":"2024-12-09T06:09:10.873Z","updated_at":"2026-02-14T01:05:50.248Z","avatar_url":"https://github.com/janclemenslab.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003c!-- [![Test install](https://github.com/janclemenslab/das/actions/workflows/main.yml/badge.svg)](https://github.com/janclemenslab/das/actions/workflows/main.yml) --\u003e\n\n# Deep Audio Segmenter\n_DAS_ is a method for automatically annotating song from raw audio recordings based on a deep neural network. _DAS_ can be used with a graphical user interface, from the terminal, or from within python scripts.\n\nIf you have questions, feedback, or find bugs please raise an [issue](https://github.com/janclemenslab/das/issues).\n\nPlease cite _DAS_ as:\n\nElsa Steinfath, Adrian Palacios, Julian Rottschäfer, Deniz Yuezak, Jan Clemens (2021).\n_Fast and accurate annotation of acoustic signals with deep neural networks._\n[eLife](https://doi.org/10.7554/eLife.68837)\n\n\nSee the documentation at [https://janclemenslab.org/das/](https://janclemenslab.org/das/) for instructions on how to [install DAS](https://janclemenslab.org/das/installation.html) and for a user guide:\n\n- A [quick start tutorial](https://janclemenslab.org/das/quickstart.html) walks through all steps from manually annotating song, over training a network, to generating new annotations.\n- How to use the [graphical user interface](https://janclemenslab.org/das/tutorials_gui/tutorials_gui.html).\n- How to use _DAS_ [from the terminal or from python scripts](https://janclemenslab.org/das/tutorials/tutorials.html).\n\n\n\n## Acknowledgements\nThe following packages were modified and integrated into das:\n\n- Keras implementation of TCN models modified from [keras-tcn](https://github.com/philipperemy/keras-tcn) (in `das.tcn`)\n- Trainable STFT layer implementation modified from [kapre](https://github.com/keunwoochoi/kapre) (in `das.kapre`)\n\nSee the sub-module directories for the original READMEs.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjanclemenslab%2Fdas","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjanclemenslab%2Fdas","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjanclemenslab%2Fdas/lists"}