{
  "id": 230117,
  "title": "SpecAugment++",
  "url": "/competitions/birdclef-2021/discussion/230117",
  "author_name": "",
  "post_date": "2021-04-02T03:01:43.367471500Z",
  "votes": 14,
  "comment_count": 1,
  "views": 0,
  "content": "<p>In the <a href=\"https://www.kaggle.com/c/rfcx-species-audio-detection\" target=\"_blank\">previous competition</a>, <strong>SpecAugment</strong> was an effective data expansion method.<br>\nRecently, an advanced version of this was published.</p>\n<p>SpecAugment++<br>\n<a href=\"https://arxiv.org/abs/2103.16858\" target=\"_blank\">https://arxiv.org/abs/2103.16858</a></p>\n<p>This may be useful in this competition.</p>",
  "messages": [
    {
      "id": "1260330",
      "postDate": "04/02/2021 03:01:43",
      "content": "<p>In the <a href=\"https://www.kaggle.com/c/rfcx-species-audio-detection\" target=\"_blank\">previous competition</a>, <strong>SpecAugment</strong> was an effective data expansion method.<br>\nRecently, an advanced version of this was published.</p>\n<p>SpecAugment++<br>\n<a href=\"https://arxiv.org/abs/2103.16858\" target=\"_blank\">https://arxiv.org/abs/2103.16858</a></p>\n<p>This may be useful in this competition.</p>",
      "rawMarkdown": "In the [previous competition](https://www.kaggle.com/c/rfcx-species-audio-detection), **SpecAugment** was an effective data expansion method.\nRecently, an advanced version of this was published.\n\nSpecAugment++\nhttps://arxiv.org/abs/2103.16858\n\nThis may be useful in this competition.",
      "votes": null
    },
    {
      "id": "1263870",
      "postDate": "04/05/2021 18:26:25",
      "content": "<p>Thanks for your contribution in the rainforest competition. Learned a lot about SED.</p>",
      "rawMarkdown": "Thanks for your contribution in the rainforest competition. Learned a lot about SED.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1263870,
      "author_name": "underwearfitting",
      "author_url": "",
      "post_date": "04/05/2021 18:26:25",
      "content": "<p>Thanks for your contribution in the rainforest competition. Learned a lot about SED.</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1260330": "In the [previous competition](https://www.kaggle.com/c/rfcx-species-audio-detection), **SpecAugment** was an effective data expansion method.\nRecently, an advanced version of this was published.\n\nSpecAugment++\nhttps://arxiv.org/abs/2103.16858\n\nThis may be useful in this competition.",
    "1263870": "Thanks for your contribution in the rainforest competition. Learned a lot about SED."
  },
  "source": "meta"
}