{
  "id": 573512,
  "title": "train_soundscapes how use it?",
  "url": "/competitions/birdclef-2025/discussion/573512",
  "author_name": "",
  "post_date": "2025-04-16T03:58:30.322554500Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi kaggler</p>\n<p>How is everyone using the train_soundscapes data? It doesn’t come with labels, and all we know are the recording locations, dates, and times. I haven’t worked with it yet myself, but I assume it could be used to supplement the labeled training data. How are you all making use of it?</p>",
  "messages": [
    {
      "id": "3180045",
      "postDate": "04/16/2025 03:58:30",
      "content": "<p>Hi kaggler</p>\n<p>How is everyone using the train_soundscapes data? It doesn’t come with labels, and all we know are the recording locations, dates, and times. I haven’t worked with it yet myself, but I assume it could be used to supplement the labeled training data. How are you all making use of it?</p>",
      "rawMarkdown": "Hi kaggler\n\nHow is everyone using the train_soundscapes data? It doesn’t come with labels, and all we know are the recording locations, dates, and times. I haven’t worked with it yet myself, but I assume it could be used to supplement the labeled training data. How are you all making use of it?",
      "votes": null
    },
    {
      "id": "3181696",
      "postDate": "04/18/2025 07:50:05",
      "content": "<p>You might want to take a look at this:</p>\n<p><a href=\"https://proceedings.neurips.cc/paper/2020/file/06964dce9addb1c5cb5d6e3d9838f733-Paper.pdf\" target=\"_blank\">https://proceedings.neurips.cc/paper/2020/file/06964dce9addb1c5cb5d6e3d9838f733-Paper.pdf</a><br>\n<a href=\"https://arxiv.org/abs/1911.04252\" target=\"_blank\">https://arxiv.org/abs/1911.04252</a><br>\n<a href=\"https://openaccess.thecvf.com/content/CVPR2021/papers/Pham_Meta_Pseudo_Labels_CVPR_2021_paper.pdf\" target=\"_blank\">https://openaccess.thecvf.com/content/CVPR2021/papers/Pham_Meta_Pseudo_Labels_CVPR_2021_paper.pdf</a></p>\n<p>I plan to implement FixMatch on Sunday. If you want to, I can share if it works for me here. Until then, I need to improve (and maybe upscale) the simple model I'm working with right now. </p>",
      "rawMarkdown": "You might want to take a look at this:\n\nhttps://proceedings.neurips.cc/paper/2020/file/06964dce9addb1c5cb5d6e3d9838f733-Paper.pdf\nhttps://arxiv.org/abs/1911.04252\nhttps://openaccess.thecvf.com/content/CVPR2021/papers/Pham_Meta_Pseudo_Labels_CVPR_2021_paper.pdf\n\nI plan to implement FixMatch on Sunday. If you want to, I can share if it works for me here. Until then, I need to improve (and maybe upscale) the simple model I'm working with right now.",
      "votes": null
    },
    {
      "id": "3184262",
      "postDate": "04/21/2025 21:38:55",
      "content": "<p>Hi Tim,</p>\n<p>How did this work out?</p>",
      "rawMarkdown": "Hi Tim,\n\nHow did this work out?",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 3181696,
      "author_name": "tim6502",
      "author_url": "",
      "post_date": "04/18/2025 07:50:05",
      "content": "<p>You might want to take a look at this:</p>\n<p><a href=\"https://proceedings.neurips.cc/paper/2020/file/06964dce9addb1c5cb5d6e3d9838f733-Paper.pdf\" target=\"_blank\">https://proceedings.neurips.cc/paper/2020/file/06964dce9addb1c5cb5d6e3d9838f733-Paper.pdf</a><br>\n<a href=\"https://arxiv.org/abs/1911.04252\" target=\"_blank\">https://arxiv.org/abs/1911.04252</a><br>\n<a href=\"https://openaccess.thecvf.com/content/CVPR2021/papers/Pham_Meta_Pseudo_Labels_CVPR_2021_paper.pdf\" target=\"_blank\">https://openaccess.thecvf.com/content/CVPR2021/papers/Pham_Meta_Pseudo_Labels_CVPR_2021_paper.pdf</a></p>\n<p>I plan to implement FixMatch on Sunday. If you want to, I can share if it works for me here. Until then, I need to improve (and maybe upscale) the simple model I'm working with right now. </p>",
      "votes": null,
      "replies": [
        {
          "id": 3184262,
          "author_name": "chwolff",
          "author_url": "",
          "post_date": "04/21/2025 21:38:55",
          "content": "<p>Hi Tim,</p>\n<p>How did this work out?</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "3180045": "Hi kaggler\n\nHow is everyone using the train_soundscapes data? It doesn’t come with labels, and all we know are the recording locations, dates, and times. I haven’t worked with it yet myself, but I assume it could be used to supplement the labeled training data. How are you all making use of it?",
    "3181696": "You might want to take a look at this:\n\nhttps://proceedings.neurips.cc/paper/2020/file/06964dce9addb1c5cb5d6e3d9838f733-Paper.pdf\nhttps://arxiv.org/abs/1911.04252\nhttps://openaccess.thecvf.com/content/CVPR2021/papers/Pham_Meta_Pseudo_Labels_CVPR_2021_paper.pdf\n\nI plan to implement FixMatch on Sunday. If you want to, I can share if it works for me here. Until then, I need to improve (and maybe upscale) the simple model I'm working with right now.",
    "3184262": "Hi Tim,\n\nHow did this work out?"
  },
  "source": "meta"
}