{
  "id": 491668,
  "title": "Audio deep learning for beginners",
  "url": "/competitions/birdclef-2024/discussion/491668",
  "author_name": "",
  "post_date": "2024-04-06T19:37:57.012127Z",
  "votes": 12,
  "comment_count": 4,
  "views": 0,
  "content": "<p>Note : I am no expert in this field. I am also one of you, who want to learn about audio deep learning. </p>\n<p>This article consists of some resources from where I am learning. Might be helpful to you. </p>\n<p><a href=\"https://towardsdatascience.com/audio-deep-learning-made-simple-part-1-state-of-the-art-techniques-da1d3dff2504\" target=\"_blank\">https://towardsdatascience.com/audio-deep-learning-made-simple-part-1-state-of-the-art-techniques-da1d3dff2504</a></p>\n<p><a href=\"https://towardsdatascience.com/audio-deep-learning-made-simple-part-2-why-mel-spectrograms-perform-better-aad889a93505\" target=\"_blank\">https://towardsdatascience.com/audio-deep-learning-made-simple-part-2-why-mel-spectrograms-perform-better-aad889a93505</a></p>\n<p><a href=\"https://towardsdatascience.com/audio-deep-learning-made-simple-part-3-data-preparation-and-augmentation-24c6e1f6b52\" target=\"_blank\">https://towardsdatascience.com/audio-deep-learning-made-simple-part-3-data-preparation-and-augmentation-24c6e1f6b52</a></p>\n<p><a href=\"https://towardsdatascience.com/audio-deep-learning-made-simple-sound-classification-step-by-step-cebc936bbe5\" target=\"_blank\">https://towardsdatascience.com/audio-deep-learning-made-simple-sound-classification-step-by-step-cebc936bbe5</a></p>\n<p><a href=\"https://towardsdatascience.com/foundations-of-nlp-explained-visually-beam-search-how-it-works-1586b9849a24\" target=\"_blank\">https://towardsdatascience.com/foundations-of-nlp-explained-visually-beam-search-how-it-works-1586b9849a24</a></p>\n<p>I recommend you to read the articles and understand them. It has helped me lot. And thanks to the medium articles.</p>\n<p>All the best</p>",
  "messages": [
    {
      "id": "2739057",
      "postDate": "04/06/2024 19:37:57",
      "content": "<p>Note : I am no expert in this field. I am also one of you, who want to learn about audio deep learning. </p>\n<p>This article consists of some resources from where I am learning. Might be helpful to you. </p>\n<p><a href=\"https://towardsdatascience.com/audio-deep-learning-made-simple-part-1-state-of-the-art-techniques-da1d3dff2504\" target=\"_blank\">https://towardsdatascience.com/audio-deep-learning-made-simple-part-1-state-of-the-art-techniques-da1d3dff2504</a></p>\n<p><a href=\"https://towardsdatascience.com/audio-deep-learning-made-simple-part-2-why-mel-spectrograms-perform-better-aad889a93505\" target=\"_blank\">https://towardsdatascience.com/audio-deep-learning-made-simple-part-2-why-mel-spectrograms-perform-better-aad889a93505</a></p>\n<p><a href=\"https://towardsdatascience.com/audio-deep-learning-made-simple-part-3-data-preparation-and-augmentation-24c6e1f6b52\" target=\"_blank\">https://towardsdatascience.com/audio-deep-learning-made-simple-part-3-data-preparation-and-augmentation-24c6e1f6b52</a></p>\n<p><a href=\"https://towardsdatascience.com/audio-deep-learning-made-simple-sound-classification-step-by-step-cebc936bbe5\" target=\"_blank\">https://towardsdatascience.com/audio-deep-learning-made-simple-sound-classification-step-by-step-cebc936bbe5</a></p>\n<p><a href=\"https://towardsdatascience.com/foundations-of-nlp-explained-visually-beam-search-how-it-works-1586b9849a24\" target=\"_blank\">https://towardsdatascience.com/foundations-of-nlp-explained-visually-beam-search-how-it-works-1586b9849a24</a></p>\n<p>I recommend you to read the articles and understand them. It has helped me lot. And thanks to the medium articles.</p>\n<p>All the best</p>",
      "rawMarkdown": "Note : I am no expert in this field. I am also one of you, who want to learn about audio deep learning. \n\nThis article consists of some resources from where I am learning. Might be helpful to you. \n\nhttps://towardsdatascience.com/audio-deep-learning-made-simple-part-1-state-of-the-art-techniques-da1d3dff2504\n\nhttps://towardsdatascience.com/audio-deep-learning-made-simple-part-2-why-mel-spectrograms-perform-better-aad889a93505\n\nhttps://towardsdatascience.com/audio-deep-learning-made-simple-part-3-data-preparation-and-augmentation-24c6e1f6b52\n\nhttps://towardsdatascience.com/audio-deep-learning-made-simple-sound-classification-step-by-step-cebc936bbe5\n\nhttps://towardsdatascience.com/foundations-of-nlp-explained-visually-beam-search-how-it-works-1586b9849a24\n\nI recommend you to read the articles and understand them. It has helped me lot. And thanks to the medium articles.\n\n\nAll the best",
      "votes": null
    },
    {
      "id": "2739531",
      "postDate": "04/07/2024 06:06:48",
      "content": "<p>Thanks! These really helped me!</p>",
      "rawMarkdown": "Thanks! These really helped me!",
      "votes": null
    },
    {
      "id": "2742102",
      "postDate": "04/08/2024 18:32:01",
      "content": "<p>Thanks for the resources! 😁</p>",
      "rawMarkdown": "Thanks for the resources! 😁",
      "votes": null
    },
    {
      "id": "2743586",
      "postDate": "04/09/2024 14:28:12",
      "content": "<p>Obrigado pelos artigos! 😁</p>",
      "rawMarkdown": "Obrigado pelos artigos! 😁",
      "votes": null
    },
    {
      "id": "2760283",
      "postDate": "04/19/2024 07:45:44",
      "content": "<p>Awesome resource, thanks bro</p>",
      "rawMarkdown": "Awesome resource, thanks bro",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 2739531,
      "author_name": "guyinbar33",
      "author_url": "",
      "post_date": "04/07/2024 06:06:48",
      "content": "<p>Thanks! These really helped me!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2742102,
      "author_name": "christianhk",
      "author_url": "",
      "post_date": "04/08/2024 18:32:01",
      "content": "<p>Thanks for the resources! 😁</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2743586,
      "author_name": "mos3santos",
      "author_url": "",
      "post_date": "04/09/2024 14:28:12",
      "content": "<p>Obrigado pelos artigos! 😁</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 2760283,
      "author_name": "sonujha090",
      "author_url": "",
      "post_date": "04/19/2024 07:45:44",
      "content": "<p>Awesome resource, thanks bro</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "2739057": "Note : I am no expert in this field. I am also one of you, who want to learn about audio deep learning. \n\nThis article consists of some resources from where I am learning. Might be helpful to you. \n\nhttps://towardsdatascience.com/audio-deep-learning-made-simple-part-1-state-of-the-art-techniques-da1d3dff2504\n\nhttps://towardsdatascience.com/audio-deep-learning-made-simple-part-2-why-mel-spectrograms-perform-better-aad889a93505\n\nhttps://towardsdatascience.com/audio-deep-learning-made-simple-part-3-data-preparation-and-augmentation-24c6e1f6b52\n\nhttps://towardsdatascience.com/audio-deep-learning-made-simple-sound-classification-step-by-step-cebc936bbe5\n\nhttps://towardsdatascience.com/foundations-of-nlp-explained-visually-beam-search-how-it-works-1586b9849a24\n\nI recommend you to read the articles and understand them. It has helped me lot. And thanks to the medium articles.\n\n\nAll the best",
    "2739531": "Thanks! These really helped me!",
    "2742102": "Thanks for the resources! 😁",
    "2743586": "Obrigado pelos artigos! 😁",
    "2760283": "Awesome resource, thanks bro"
  },
  "source": "meta"
}