{
  "id": 403590,
  "title": "Introducing LAPE: A framework for SSL-based pre-training with audio",
  "url": "/competitions/birdclef-2023/discussion/403590",
  "author_name": "",
  "post_date": "2023-04-24T01:44:27.621600200Z",
  "votes": 3,
  "comment_count": 2,
  "views": 0,
  "content": "<p>Hi participants,</p>\n<p>I noticed that SSL-based pre-training helps in improving scores in this competition, and thus I would like to bring to your notice a framework we recently launched for SSL-based pre-training for audio data, LAPE: <a href=\"https://github.com/Sreyan88/LAPE\" target=\"_blank\">https://github.com/Sreyan88/LAPE</a></p>\n<p>The code is based on our recent papers on the same topic to be presented at ICASSP 2023. The code might be buggy in its current state, however, we hope that more people using it will help us improve a lot of aspects of it.</p>\n<p>Thank You for your attention and happy hacking!</p>",
  "messages": [
    {
      "id": "2232075",
      "postDate": "04/24/2023 01:44:27",
      "content": "<p>Hi participants,</p>\n<p>I noticed that SSL-based pre-training helps in improving scores in this competition, and thus I would like to bring to your notice a framework we recently launched for SSL-based pre-training for audio data, LAPE: <a href=\"https://github.com/Sreyan88/LAPE\" target=\"_blank\">https://github.com/Sreyan88/LAPE</a></p>\n<p>The code is based on our recent papers on the same topic to be presented at ICASSP 2023. The code might be buggy in its current state, however, we hope that more people using it will help us improve a lot of aspects of it.</p>\n<p>Thank You for your attention and happy hacking!</p>",
      "rawMarkdown": "Hi participants,\n\nI noticed that SSL-based pre-training helps in improving scores in this competition, and thus I would like to bring to your notice a framework we recently launched for SSL-based pre-training for audio data, LAPE: https://github.com/Sreyan88/LAPE\n\nThe code is based on our recent papers on the same topic to be presented at ICASSP 2023. The code might be buggy in its current state, however, we hope that more people using it will help us improve a lot of aspects of it.\n\nThank You for your attention and happy hacking!",
      "votes": null
    },
    {
      "id": "2235354",
      "postDate": "04/26/2023 01:39:15",
      "content": "<p>Thank you for sharing your work. Is there any recipe that we can use to regenerate the results from the paper ? </p>",
      "rawMarkdown": "Thank you for sharing your work. Is there any recipe that we can use to regenerate the results from the paper ?",
      "votes": null
    },
    {
      "id": "2255150",
      "postDate": "05/11/2023 14:35:44",
      "content": "<p>Sorry for the late reply, I did not get notified. Yes, all recipes (upstream SSL + downstream task fine-tuning) for each paper are available on GitHub. For pre-trained checkpoints, you can email us for now (we will email you back with weights) as we will publicly release durinduring ICASSP.</p>",
      "rawMarkdown": "Sorry for the late reply, I did not get notified. Yes, all recipes (upstream SSL + downstream task fine-tuning) for each paper are available on GitHub. For pre-trained checkpoints, you can email us for now (we will email you back with weights) as we will publicly release durinduring ICASSP.",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2235354,
      "author_name": "nyleve",
      "author_url": "",
      "post_date": "04/26/2023 01:39:15",
      "content": "<p>Thank you for sharing your work. Is there any recipe that we can use to regenerate the results from the paper ? </p>",
      "votes": null,
      "replies": [
        {
          "id": 2255150,
          "author_name": "gsreyan",
          "author_url": "",
          "post_date": "05/11/2023 14:35:44",
          "content": "<p>Sorry for the late reply, I did not get notified. Yes, all recipes (upstream SSL + downstream task fine-tuning) for each paper are available on GitHub. For pre-trained checkpoints, you can email us for now (we will email you back with weights) as we will publicly release durinduring ICASSP.</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "2232075": "Hi participants,\n\nI noticed that SSL-based pre-training helps in improving scores in this competition, and thus I would like to bring to your notice a framework we recently launched for SSL-based pre-training for audio data, LAPE: https://github.com/Sreyan88/LAPE\n\nThe code is based on our recent papers on the same topic to be presented at ICASSP 2023. The code might be buggy in its current state, however, we hope that more people using it will help us improve a lot of aspects of it.\n\nThank You for your attention and happy hacking!",
    "2235354": "Thank you for sharing your work. Is there any recipe that we can use to regenerate the results from the paper ?",
    "2255150": "Sorry for the late reply, I did not get notified. Yes, all recipes (upstream SSL + downstream task fine-tuning) for each paper are available on GitHub. For pre-trained checkpoints, you can email us for now (we will email you back with weights) as we will publicly release durinduring ICASSP."
  },
  "source": "meta"
}