{"id":19120982,"url":"https://github.com/kymatio/ismir23-tutorial","last_synced_at":"2026-06-04T16:30:17.814Z","repository":{"id":205451006,"uuid":"714254153","full_name":"kymatio/ismir23-tutorial","owner":"kymatio","description":"Kymatio: Deep Learning meets Wavelet Theory for Music Signal Processing","archived":false,"fork":false,"pushed_at":"2023-11-16T18:06:09.000Z","size":14147,"stargazers_count":12,"open_issues_count":1,"forks_count":1,"subscribers_count":6,"default_branch":"main","last_synced_at":"2025-01-03T08:19:28.588Z","etag":null,"topics":["audio","deep-learning","mir","scattering","wavelets"],"latest_commit_sha":null,"homepage":"https://www.kymat.io/ismir23-tutorial/","language":"TeX","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kymatio.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-11-04T11:21:23.000Z","updated_at":"2024-07-17T13:42:36.000Z","dependencies_parsed_at":"2023-11-16T18:41:10.583Z","dependency_job_id":null,"html_url":"https://github.com/kymatio/ismir23-tutorial","commit_stats":null,"previous_names":["kymatio/ismir23-tutorial"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kymatio%2Fismir23-tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kymatio%2Fismir23-tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kymatio%2Fismir23-tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kymatio%2Fismir23-tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kymatio","download_url":"https://codeload.github.com/kymatio/ismir23-tutorial/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240177051,"owners_count":19760308,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["audio","deep-learning","mir","scattering","wavelets"],"created_at":"2024-11-09T05:15:41.429Z","updated_at":"2026-06-04T16:30:17.754Z","avatar_url":"https://github.com/kymatio.png","language":"TeX","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n\u003cimg width=\"80px\" src=\"https://avatars.githubusercontent.com/u/45135504?s=200\u0026v=4\"\u003e \n\n# Kymatio: Deep Learning meets Wavelet Theory for Music Signal Processing\n[![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://kymatio.github.io/ismir23-tutorial)\n\n[Cyrus Vahidi](http://cyrusvahidi.com)\u003csup\u003e1\u003c/sup\u003e, [Christopher Mitcheltree](https://christhetr.ee/)\u003csup\u003e1\u003c/sup\u003e \n [Vincent Lostanlen](https://lostanlen.com/)\u003csup\u003e2\u003c/sup\u003e\n\n\u003csup\u003e1\u003c/sup\u003e Centre for Digital Music, Queen Mary University of London\u003cbr\u003e\n\u003csup\u003e2\u003c/sup\u003e LS2N, CNRS, Nantes, France \u003cbr\u003e\n\n\u003c/div\u003e\n\nThis is a web book written for a tutorial session of the 24th International Society for Music Information Retrieval Conference, Nov 4-10, 2023 in Milan, Italy. \nThe ISMIR conference is the world’s leading research forum on processing, searching, organising and accessing music-related data.\n\n# Overview \n\n# Cite \n\n```\n@book{vahidi2023kymatio,\n    title={Kymatio: Deep Learning meets Wavelet Theory for Music Signal Processing},\n    author={Cyrus Vahidi and Christopher Mitcheltree and Vincent Lostanlen},\n    publisher={ISMIR},\n    month={Nov.},\n    year={2023},\n    url={https://kymatio.github.io/ismir23-tutorial},\n}\n```\n\n# Build\n\nCreate a Python environment and build the book.\n```\npython -m venv env\nsource env/bin/activate\npip install requirements.txt\njupyter-book build book/\n```\n\nUpload the book to GitHub. \n\n```\ncd book\nghp-import -n -p -f _build/html\n```\n\nYou can also export the book as a PDF. Note that this requires having TeX installed. \n\n```\njupyter-book build book/ --builder pdflatex\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkymatio%2Fismir23-tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkymatio%2Fismir23-tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkymatio%2Fismir23-tutorial/lists"}