

{"id":70,"date":"2019-12-09T16:55:18","date_gmt":"2019-12-09T15:55:18","guid":{"rendered":"https:\/\/project.inria.fr\/desed\/?page_id=70"},"modified":"2020-01-31T16:21:35","modified_gmt":"2020-01-31T15:21:35","slug":"real-data","status":"publish","type":"page","link":"https:\/\/project.inria.fr\/desed\/download\/real-data\/","title":{"rendered":"Recorded soundscapes"},"content":{"rendered":"<p>This page explains how to download the recorded clips. The training + validition sets are downloaded separately from the public evaluation set.<\/p>\n<h4>Training set and validation set<\/h4>\n<ul>\n<li>The real_data folder\n<ul>\n<li>Clone this repo<\/li>\n<li><code>cd real_data\/src<\/code><\/li>\n<li><code>python download_real_data.py<\/code><\/li>\n<li>Send a mail with the csv files in the <code>real_data\/missing_files<\/code> folder to <a href=\"https:\/\/github.com\/turpaultn\/DESED\/blob\/master\/nicolas.turpault@inria.fr\">nicolas<\/a> (and <a href=\"https:\/\/github.com\/turpaultn\/DESED\/blob\/master\/romain.serizel@loria.fr\">romain<\/a>)<\/li>\n<li>If you want to do the dcase2019 repo, launch <code>create_dcase2019_dataset.sh<\/code> from <code>real_data<\/code> folder<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4>Public evaluation set<em><br \/>\n<\/em><\/h4>\n<p>The evaluation data are in the following repo: <strong><a href=\"https:\/\/zenodo.org\/record\/3588172\" rel=\"nofollow\">DESED_public_eval<\/a><\/strong>.<\/p>\n<p>It corresponds to &#8220;youtube&#8221; subset in the <a href=\"https:\/\/hal.inria.fr\/hal-02160855\" rel=\"nofollow\">desed eval paper<\/a> and in the <a href=\"http:\/\/dcase.community\/challenge2019\/task-sound-event-detection-in-domestic-environments-results\">task 4<\/a> of DCASE 2019 Challenge.<\/p>\n<ul>\n<li>Download DESED_public_eval.tar.gz<\/li>\n<li><code>tar -xzvf DESED_public_eval.tar.gz<\/code><\/li>\n<li>To move it to dcase2019, merge <code>dataset\/<\/code> with <code>dcase2019\/dataset<\/code>.<\/li>\n<\/ul>\n<h4><span id=\"Class-wise_statistics_for_in_terms_of_isolated_events\">Class-wise statistics<\/span><\/h4>\n<p>&nbsp;<\/p>\n<table>\n<tbody>\n<tr class=\"even\">\n<td style=\"text-align: left;\"><\/td>\n<td style=\"text-align: center;\">Training (weak)<\/td>\n<td style=\"text-align: center;\" colspan=\"2\">Validation<\/td>\n<td style=\"text-align: center;\" colspan=\"2\">Public Evaluation<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td style=\"text-align: left;\"><\/td>\n<td style=\"text-align: center;\">clips<\/td>\n<td style=\"text-align: center;\">clips<\/td>\n<td style=\"text-align: center;\">events<\/td>\n<td style=\"text-align: center;\">clips<\/td>\n<td style=\"text-align: center;\">events<\/td>\n<\/tr>\n<tr class=\"even\">\n<td style=\"text-align: left;\">Alarm\/bell\/ringing<\/td>\n<td style=\"text-align: center;\">205<\/td>\n<td style=\"text-align: center;\">187<\/td>\n<td style=\"text-align: center;\">420<\/td>\n<td style=\"text-align: center;\">79<\/td>\n<td style=\"text-align: center;\">196<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td style=\"text-align: left;\">Blender<\/td>\n<td style=\"text-align: center;\">134<\/td>\n<td style=\"text-align: center;\">80<\/td>\n<td style=\"text-align: center;\">96<\/td>\n<td style=\"text-align: center;\">73<\/td>\n<td style=\"text-align: center;\">84<\/td>\n<\/tr>\n<tr class=\"even\">\n<td style=\"text-align: left;\">Cat<\/td>\n<td style=\"text-align: center;\">173<\/td>\n<td style=\"text-align: center;\">121<\/td>\n<td style=\"text-align: center;\">341<\/td>\n<td style=\"text-align: center;\">70<\/td>\n<td style=\"text-align: center;\">240<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td style=\"text-align: left;\">Dishes<\/td>\n<td style=\"text-align: center;\">184<\/td>\n<td style=\"text-align: center;\">171<\/td>\n<td style=\"text-align: center;\">567<\/td>\n<td style=\"text-align: center;\">136<\/td>\n<td style=\"text-align: center;\">488<\/td>\n<\/tr>\n<tr class=\"even\">\n<td style=\"text-align: left;\">Dog<\/td>\n<td style=\"text-align: center;\">214<\/td>\n<td style=\"text-align: center;\">160<\/td>\n<td style=\"text-align: center;\">570<\/td>\n<td style=\"text-align: center;\">82<\/td>\n<td style=\"text-align: center;\">441<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td style=\"text-align: left;\">Electric shaver\/toothbrush<\/td>\n<td style=\"text-align: center;\">103<\/td>\n<td style=\"text-align: center;\">62<\/td>\n<td style=\"text-align: center;\">65<\/td>\n<td style=\"text-align: center;\">84<\/td>\n<td style=\"text-align: center;\">108<\/td>\n<\/tr>\n<tr class=\"even\">\n<td style=\"text-align: left;\">Frying<\/td>\n<td style=\"text-align: center;\">171<\/td>\n<td style=\"text-align: center;\">89<\/td>\n<td style=\"text-align: center;\">94<\/td>\n<td style=\"text-align: center;\">88<\/td>\n<td style=\"text-align: center;\">90<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td style=\"text-align: left;\">Running water<\/td>\n<td style=\"text-align: center;\">343<\/td>\n<td style=\"text-align: center;\">197<\/td>\n<td style=\"text-align: center;\">237<\/td>\n<td style=\"text-align: center;\">92<\/td>\n<td style=\"text-align: center;\">109<\/td>\n<\/tr>\n<tr class=\"even\">\n<td style=\"text-align: left;\">Speech<\/td>\n<td style=\"text-align: center;\">550<\/td>\n<td style=\"text-align: center;\">627<\/td>\n<td style=\"text-align: center;\">1754<\/td>\n<td style=\"text-align: center;\">314<\/td>\n<td style=\"text-align: center;\">913<\/td>\n<\/tr>\n<tr class=\"odd\">\n<td style=\"text-align: left;\">Vacuum cleaner<\/td>\n<td style=\"text-align: center;\">167<\/td>\n<td style=\"text-align: center;\">91<\/td>\n<td style=\"text-align: center;\">92<\/td>\n<td style=\"text-align: center;\">94<\/td>\n<td style=\"text-align: center;\">96<\/td>\n<\/tr>\n<tr class=\"even\">\n<td style=\"text-align: left;\">Total<\/td>\n<td style=\"text-align: center;\">1578<\/td>\n<td style=\"text-align: center;\">1168<\/td>\n<td style=\"text-align: center;\">4093<\/td>\n<td style=\"text-align: center;\">692<\/td>\n<td style=\"text-align: center;\">2765<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>This page explains how to download the recorded clips. The training + validition sets are downloaded separately from the public evaluation set. Training set and validation set The real_data folder Clone this repo cd real_data\/src python download_real_data.py Send a mail with the csv files in the real_data\/missing_files folder to nicolas\u2026<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/project.inria.fr\/desed\/download\/real-data\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":1380,"featured_media":0,"parent":72,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-70","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/pages\/70","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/users\/1380"}],"replies":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/comments?post=70"}],"version-history":[{"count":12,"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/pages\/70\/revisions"}],"predecessor-version":[{"id":160,"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/pages\/70\/revisions\/160"}],"up":[{"embeddable":true,"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/pages\/72"}],"wp:attachment":[{"href":"https:\/\/project.inria.fr\/desed\/wp-json\/wp\/v2\/media?parent=70"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}