mp55-nhl-goal-celebration-hack-with-light-show-and-machine-learning.json

{
  "copyright_text": "Creative Commons Attribution license (reuse allowed)",
  "description": "Montreal, Nov. 23, 2015 - In this talk Fran\u00e7ois Maillet explains how he trained a machine learning model in detecting in real-time that a goal was just scored by the Montreal Canadiens hockey team based on the live audio feed of a game, and triggering a light show using Philips hues in his living room. The system was built using various Python modules, more specifically scikit-learn, pyaudio, librosa, phue and bottle.\n\nRecorded and edited live by @ChristianAubry at Montr\u00e9al Python 55 (MP55: Wagnerian Xenosaurus) with a little big help from Savoir-faire Linux (http://sflx.ca/jobs).\n\n* About Fran\u00e7ois : https://twitter.com/mailletf\n* About the hack : http://sflx.ca/EpicCelebration\n* About MP55: http://sflx.ca/MP55e",
  "duration": 1534,
  "language": "eng",
  "recorded": "2015-11-23",
  "related_urls": [
    {
      "label": "group web",
      "url": "https://montrealpython.org"
    },
    {
      "label": "MP55",
      "url": "http://sflx.ca/mp55"
    },
    {
      "label": "Epic Celebration blog entry",
      "url": "http://sflx.ca/EpicCelebration"
    },
    {
      "label": "Fran\u00e7ois Maillet twitter",
      "url": "https://twitter.com/mailletf"
    },
    {
      "label": "Savoir-faire Linux",
      "url": "http://sflx.ca/jobs"
    }
  ],
  "speakers": [
    "Fran\u00e7ois Maillet"
  ],
  "tags": [],
  "thumbnail_url": "https://i.ytimg.com/vi/KU86lwojGl0/maxresdefault.jpg",
  "title": "NHL goal celebration hack with light show and machine learning",
  "videos": [
    {
      "type": "youtube",
      "url": "https://www.youtube.com/watch?v=KU86lwojGl0"
    }
  ]
}