{
  "id": 176231,
  "title": "what augmentations do you use? ",
  "url": "/competitions/birdsong-recognition/discussion/176231",
  "author_name": "",
  "post_date": "2020-08-21T02:02:04.655415300Z",
  "votes": 8,
  "comment_count": 1,
  "views": 0,
  "content": "<p><a href=\"https://medium.com/@makcedward/data-augmentation-for-audio-76912b01fdf6\" target=\"_blank\">https://medium.com/@makcedward/data-augmentation-for-audio-76912b01fdf6</a><br>\nFound this article, perhaps it will come in handy. <br>\nDo you know any other augmentation methods?</p>",
  "messages": [
    {
      "id": "979617",
      "postDate": "08/21/2020 02:02:04",
      "content": "<p><a href=\"https://medium.com/@makcedward/data-augmentation-for-audio-76912b01fdf6\" target=\"_blank\">https://medium.com/@makcedward/data-augmentation-for-audio-76912b01fdf6</a><br>\nFound this article, perhaps it will come in handy. <br>\nDo you know any other augmentation methods?</p>",
      "rawMarkdown": "https://medium.com/@makcedward/data-augmentation-for-audio-76912b01fdf6\nFound this article, perhaps it will come in handy. \nDo you know any other augmentation methods?",
      "votes": null
    },
    {
      "id": "980845",
      "postDate": "08/21/2020 23:25:05",
      "content": "<p>Thanks for that one! Could pitch changes impact negatively as we are classifying an almost musical sound?</p>",
      "rawMarkdown": "Thanks for that one! Could pitch changes impact negatively as we are classifying an almost musical sound?",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 980845,
      "author_name": "ricafernandes",
      "author_url": "",
      "post_date": "08/21/2020 23:25:05",
      "content": "<p>Thanks for that one! Could pitch changes impact negatively as we are classifying an almost musical sound?</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "979617": "https://medium.com/@makcedward/data-augmentation-for-audio-76912b01fdf6\nFound this article, perhaps it will come in handy. \nDo you know any other augmentation methods?",
    "980845": "Thanks for that one! Could pitch changes impact negatively as we are classifying an almost musical sound?"
  },
  "source": "meta"
}