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{ "category": "PyCon US 2012", "language": "English", "slug": "extracting-musical-information-from-sound", "speakers": [ "Adrian Holovaty" ], "tags": [], "id": 878, "state": 1, "title": "Extracting musical information from sound", "summary": "[audio missing from first 3 min] Music Information Retrieval technology has\ngotten good enough that you extract musical metadata from your sound files\nwith some degree of accuracy. Find out how to use Python (along with third-\nparty APIs) to determine everything from the key/tempo of a song to the\npitch/timbre of individual notes. Then we'll do some amusing analysis of\npopular tunes.\n\n", "description": "", "quality_notes": "", "copyright_text": "", "embed": "<object width=\"425\" height=\"344\"><param name=\"movie\" value=\"http://www.youtube.com/v/bGWytn-Ff9E&amp;hl=en&amp;fs=1\"><param name=\"allowFullScreen\" value=\"true\"><param name=\"allowscriptaccess\" value=\"always\"><embed src=\"http://www.youtube.com/v/bGWytn-Ff9E&amp;hl=en&amp;fs=1\" allowscriptaccess=\"always\" height=\"344\" width=\"425\" allowfullscreen=\"true\" type=\"application/x-shockwave-flash\"></embed></object>", "thumbnail_url": "http://img.youtube.com/vi/bGWytn-Ff9E/hqdefault.jpg", "duration": null, "video_ogv_length": null, "video_ogv_url": null, "video_ogv_download_only": false, "video_mp4_length": null, "video_mp4_url": null, "video_mp4_download_only": false, "video_webm_length": null, "video_webm_url": null, "video_webm_download_only": false, "video_flv_length": null, "video_flv_url": null, "video_flv_download_only": false, "source_url": "https://www.youtube.com/watch?v=bGWytn-Ff9E", "whiteboard": "", "recorded": "2012-03-09", "added": "2012-03-15T21:15:09", "updated": "2014-04-08T20:28:27.581" }