{
  "id": 320675,
  "title": "Winning solutions of past Kaggle sounds challenges involving birds",
  "url": "/competitions/birdclef-2022/discussion/320675",
  "author_name": "",
  "post_date": "2022-04-22T20:51:55.898000",
  "votes": 2,
  "comment_count": 0,
  "views": 0,
  "content": "<p>As you probably know, there had been some past bird competitions on Kaggle.<br>\nHere are some winning solutions from those competitions to use as references:</p>\n<hr>\n<p><strong>Cornell Birdcall Identification</strong></p>\n<blockquote>\n  <p>Build tools for bird population monitoring</p>\n</blockquote>\n<ul>\n<li>[1st place] - <a href=\"https://www.kaggle.com/dtwilight/cornell-birdcall-identification-1st-place-solution\" target=\"_blank\">notebook</a> | <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183208\" target=\"_blank\">discussion</a></li>\n<li>[2nd place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183269\" target=\"_blank\">discussion</a></li>\n<li>[3rd place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183199\" target=\"_blank\">discussion</a></li>\n<li>[4th place] - <a href=\"https://www.kaggle.com/vladimirsydor/4-th-place-solution-inference-and-training-tips\" target=\"_blank\">notebook</a> | <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183339\" target=\"_blank\">discussion</a></li>\n<li>[5th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183300\" target=\"_blank\">discussion</a></li>\n<li>[6th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183204\" target=\"_blank\">discussion</a></li>\n<li>[7th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183571\" target=\"_blank\">discussion</a></li>\n<li>[8th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183223\" target=\"_blank\">discussion</a></li>\n<li>[9th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183315\" target=\"_blank\">discussion</a></li>\n<li>[10th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183407\" target=\"_blank\">discussion</a></li>\n<li>[17th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183255\" target=\"_blank\">discussion</a></li>\n<li>[27th place] - <a href=\"https://www.kaggle.com/egrinstein/birdcall-classification-27th-place-solution\" target=\"_blank\">notebook</a></li>\n<li>[33th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183266\" target=\"_blank\">discussion</a></li>\n<li>[36th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183222\" target=\"_blank\">discussion</a></li>\n<li>[43th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183240\" target=\"_blank\">discussion</a></li>\n</ul>\n<hr>\n<p><strong>BirdCLEF 2021 - Birdcall Identification</strong></p>\n<blockquote>\n  <p>Identify bird calls in soundscape recordings</p>\n</blockquote>\n<ul>\n<li>[1st place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243927\" target=\"_blank\">discussion</a></li>\n<li>[2nd place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243463\" target=\"_blank\">discussion</a></li>\n<li>[4th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243293\" target=\"_blank\">discussion</a></li>\n<li>[5th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243351\" target=\"_blank\">discussion</a></li>\n<li>[6th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/244270\" target=\"_blank\">discussion</a></li>\n<li>[9th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243349\" target=\"_blank\">discussion</a></li>\n<li>[11th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243360\" target=\"_blank\">discussion</a></li>\n<li>[16th place] - <a href=\"https://www.kaggle.com/nadyastrogankova/16-s-place-solution\" target=\"_blank\">notebook</a></li>\n<li>[18th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243671\" target=\"_blank\">discussion</a></li>\n<li>[22th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243583\" target=\"_blank\">discussion</a></li>\n<li>[39th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243356\" target=\"_blank\">discussion</a></li>\n<li>[42th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243312\" target=\"_blank\">discussion</a></li>\n<li>[68th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243301\" target=\"_blank\">discussion</a></li>\n<li>[76th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243556\" target=\"_blank\">discussion</a></li>\n<li>[87th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243514\" target=\"_blank\">discussion</a></li>\n</ul>\n<hr>\n<p>Enjoy!</p>",
  "messages": [
    {
      "id": 1764796,
      "postDate": "2022-04-22T20:51:55.897Z",
      "content": "<p>As you probably know, there had been some past bird competitions on Kaggle.<br>\nHere are some winning solutions from those competitions to use as references:</p>\n<hr>\n<p><strong>Cornell Birdcall Identification</strong></p>\n<blockquote>\n  <p>Build tools for bird population monitoring</p>\n</blockquote>\n<ul>\n<li>[1st place] - <a href=\"https://www.kaggle.com/dtwilight/cornell-birdcall-identification-1st-place-solution\" target=\"_blank\">notebook</a> | <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183208\" target=\"_blank\">discussion</a></li>\n<li>[2nd place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183269\" target=\"_blank\">discussion</a></li>\n<li>[3rd place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183199\" target=\"_blank\">discussion</a></li>\n<li>[4th place] - <a href=\"https://www.kaggle.com/vladimirsydor/4-th-place-solution-inference-and-training-tips\" target=\"_blank\">notebook</a> | <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183339\" target=\"_blank\">discussion</a></li>\n<li>[5th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183300\" target=\"_blank\">discussion</a></li>\n<li>[6th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183204\" target=\"_blank\">discussion</a></li>\n<li>[7th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183571\" target=\"_blank\">discussion</a></li>\n<li>[8th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183223\" target=\"_blank\">discussion</a></li>\n<li>[9th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183315\" target=\"_blank\">discussion</a></li>\n<li>[10th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183407\" target=\"_blank\">discussion</a></li>\n<li>[17th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183255\" target=\"_blank\">discussion</a></li>\n<li>[27th place] - <a href=\"https://www.kaggle.com/egrinstein/birdcall-classification-27th-place-solution\" target=\"_blank\">notebook</a></li>\n<li>[33th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183266\" target=\"_blank\">discussion</a></li>\n<li>[36th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183222\" target=\"_blank\">discussion</a></li>\n<li>[43th place] - <a href=\"https://www.kaggle.com/competitions/birdsong-recognition/discussion/183240\" target=\"_blank\">discussion</a></li>\n</ul>\n<hr>\n<p><strong>BirdCLEF 2021 - Birdcall Identification</strong></p>\n<blockquote>\n  <p>Identify bird calls in soundscape recordings</p>\n</blockquote>\n<ul>\n<li>[1st place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243927\" target=\"_blank\">discussion</a></li>\n<li>[2nd place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243463\" target=\"_blank\">discussion</a></li>\n<li>[4th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243293\" target=\"_blank\">discussion</a></li>\n<li>[5th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243351\" target=\"_blank\">discussion</a></li>\n<li>[6th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/244270\" target=\"_blank\">discussion</a></li>\n<li>[9th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243349\" target=\"_blank\">discussion</a></li>\n<li>[11th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243360\" target=\"_blank\">discussion</a></li>\n<li>[16th place] - <a href=\"https://www.kaggle.com/nadyastrogankova/16-s-place-solution\" target=\"_blank\">notebook</a></li>\n<li>[18th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243671\" target=\"_blank\">discussion</a></li>\n<li>[22th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243583\" target=\"_blank\">discussion</a></li>\n<li>[39th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243356\" target=\"_blank\">discussion</a></li>\n<li>[42th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243312\" target=\"_blank\">discussion</a></li>\n<li>[68th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243301\" target=\"_blank\">discussion</a></li>\n<li>[76th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243556\" target=\"_blank\">discussion</a></li>\n<li>[87th place] - <a href=\"https://www.kaggle.com/competitions/birdclef-2021/discussion/243514\" target=\"_blank\">discussion</a></li>\n</ul>\n<hr>\n<p>Enjoy!</p>",
      "rawMarkdown": "As you probably know, there had been some past bird competitions on Kaggle.\nHere are some winning solutions from those competitions to use as references:\n\n       \n_____\n\n**Cornell Birdcall Identification**\n\n>Build tools for bird population monitoring\n\n- [1st place] - [notebook](https://www.kaggle.com/dtwilight/cornell-birdcall-identification-1st-place-solution) | [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183208)\n- [2nd place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183269)\n- [3rd place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183199)\n- [4th place] - [notebook](https://www.kaggle.com/vladimirsydor/4-th-place-solution-inference-and-training-tips) | [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183339)\n- [5th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183300)\n- [6th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183204)\n- [7th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183571)\n- [8th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183223)\n- [9th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183315)\n- [10th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183407)\n- [17th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183255)\n- [27th place] - [notebook](https://www.kaggle.com/egrinstein/birdcall-classification-27th-place-solution)\n- [33th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183266)\n- [36th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183222)\n- [43th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183240)\n       \n_____\n\n**BirdCLEF 2021 - Birdcall Identification**\n\n>Identify bird calls in soundscape recordings\n\n- [1st place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243927)\n- [2nd place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243463)\n- [4th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243293)\n- [5th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243351)\n- [6th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/244270)\n- [9th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243349)\n- [11th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243360)\n- [16th place] - [notebook](https://www.kaggle.com/nadyastrogankova/16-s-place-solution)\n- [18th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243671)\n- [22th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243583)\n- [39th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243356)\n- [42th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243312)\n- [68th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243301)\n- [76th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243556)\n- [87th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243514)\n\n\n_____\n\nEnjoy!\n\n",
      "votes": 2
    }
  ],
  "comments": [],
  "raw_markdown_by_id": {
    "1764796": "As you probably know, there had been some past bird competitions on Kaggle.\nHere are some winning solutions from those competitions to use as references:\n\n       \n_____\n\n**Cornell Birdcall Identification**\n\n>Build tools for bird population monitoring\n\n- [1st place] - [notebook](https://www.kaggle.com/dtwilight/cornell-birdcall-identification-1st-place-solution) | [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183208)\n- [2nd place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183269)\n- [3rd place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183199)\n- [4th place] - [notebook](https://www.kaggle.com/vladimirsydor/4-th-place-solution-inference-and-training-tips) | [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183339)\n- [5th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183300)\n- [6th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183204)\n- [7th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183571)\n- [8th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183223)\n- [9th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183315)\n- [10th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183407)\n- [17th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183255)\n- [27th place] - [notebook](https://www.kaggle.com/egrinstein/birdcall-classification-27th-place-solution)\n- [33th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183266)\n- [36th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183222)\n- [43th place] - [discussion](https://www.kaggle.com/competitions/birdsong-recognition/discussion/183240)\n       \n_____\n\n**BirdCLEF 2021 - Birdcall Identification**\n\n>Identify bird calls in soundscape recordings\n\n- [1st place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243927)\n- [2nd place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243463)\n- [4th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243293)\n- [5th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243351)\n- [6th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/244270)\n- [9th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243349)\n- [11th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243360)\n- [16th place] - [notebook](https://www.kaggle.com/nadyastrogankova/16-s-place-solution)\n- [18th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243671)\n- [22th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243583)\n- [39th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243356)\n- [42th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243312)\n- [68th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243301)\n- [76th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243556)\n- [87th place] - [discussion](https://www.kaggle.com/competitions/birdclef-2021/discussion/243514)\n\n\n_____\n\nEnjoy!\n\n"
  }
}