{
  "id": 197751,
  "title": "Frogs and birds sounds in nature: research, resources and more",
  "url": "/competitions/rfcx-species-audio-detection/discussion/197751",
  "author_name": "",
  "post_date": "2020-11-17T22:13:51.298645800Z",
  "votes": 19,
  "comment_count": 1,
  "views": 0,
  "content": "<p><img src=\"https://upload.wikimedia.org/wikipedia/commons/0/04/-_panoramio_-_Basa_Roland.jpg\"></p>\n<h2>Papers, reviews and projects</h2>\n<ul>\n<li><a href=\"https://www.sciencedirect.com/science/article/pii/S1574954120300637\" target=\"_blank\">A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network</a></li>\n<li><a href=\"https://link.springer.com/chapter/10.1007/978-3-642-36642-0_5\" target=\"_blank\">Frog Sound Identification System for Frog Species Recognition</a>  </li>\n<li><a href=\"https://github.com/AgaMiko/bird-recognition-review\" target=\"_blank\">Bird recognition - review of useful resources</a>   </li>\n<li><a href=\"https://www.sciencedirect.com/science/article/pii/S1877050916307700\" target=\"_blank\">Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning</a></li>\n<li><a href=\"https://eprints.qut.edu.au/103530/1/Jie_Xie_Thesis.pdf\" target=\"_blank\">Acoustic classification of Australian frogs for ecosystem\nsurveys</a>  </li>\n<li><a href=\"https://github.com/AgaMiko/data-augmentation-review\" target=\"_blank\">Data Augmentation Review</a>    </li>\n<li><a href=\"https://www.sciencedirect.com/science/article/pii/S0898122112002763\" target=\"_blank\">Automatic recognition of frog calls using a multi-stage average spectrum</a>  </li>\n<li><a href=\"http://ceur-ws.org/Vol-2125/paper_85.pdf\" target=\"_blank\">A Baseline for Large-Scale Bird Species Identification in Field Recordings</a>.  </li>\n<li><a href=\"https://monarch.qucosa.de/api/qucosa%3A36986/attachment/ATT-0/\" target=\"_blank\">Identifying Birds by Sound: Large-scale Acoustic Event Recognition for Avian Activity Monitoring</a>   </li>\n<li><a href=\"https://www.researchgate.net/profile/Henning_Mueller2/publication/331733244_LifeCLEF_2019_Biodiversity_Identification_and_Prediction_Challenges/links/5c8a35e592851c1df9407d46/LifeCLEF-2019-Biodiversity-Identification-and-Prediction-Challenges.pdf\" target=\"_blank\">LifeCLEF 2019: Biodiversity Identification and Prediction Challenges</a>  </li>\n</ul>\n<h2>More resources</h2>\n<ul>\n<li><a href=\"https://musicofnature.com/calls-of-frogs-and-toads-of-the-northeast/\" target=\"_blank\">Calls of Frogs and Toads of the Northeast</a>  </li>\n<li><a href=\"https://www.fws.gov/refuge/clarks_river/sounds_of_frogs.html\" target=\"_blank\">Sounds of Frogs</a>   </li>\n<li><a href=\"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0001580\" target=\"_blank\">Singing in the Rain Forest: How a Tropical Bird Song Transfers Information</a></li>\n</ul>\n<h2>Trivia</h2>\n<ul>\n<li><a href=\"https://lifehacker.com/shazam-for-birds-three-apps-that-recognize-bird-calls-1797955537\" target=\"_blank\">Shazam for Birds: Three Apps That Recognize Bird Calls</a>  </li>\n<li><a href=\"https://www.iheartradio.ca/virginradio/calgary/trending/the-shazam-app-for-frogs-1.3430016\" target=\"_blank\">The Shazam App For Frogs!</a>   </li>\n<li><a href=\"https://www.songsleuth.com/#/\" target=\"_blank\">Song Sleuth -  Helping you become a better birder</a>  </li>\n<li><a href=\"https://play.google.com/store/apps/details?id=de.tu_chemnitz.mi.kahst.birdnet\" target=\"_blank\">BirdNET - Bird sound identification</a></li>\n</ul>",
  "messages": [
    {
      "id": "1082434",
      "postDate": "11/17/2020 22:13:51",
      "content": "<p><img src=\"https://upload.wikimedia.org/wikipedia/commons/0/04/-_panoramio_-_Basa_Roland.jpg\"></p>\n<h2>Papers, reviews and projects</h2>\n<ul>\n<li><a href=\"https://www.sciencedirect.com/science/article/pii/S1574954120300637\" target=\"_blank\">A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network</a></li>\n<li><a href=\"https://link.springer.com/chapter/10.1007/978-3-642-36642-0_5\" target=\"_blank\">Frog Sound Identification System for Frog Species Recognition</a>  </li>\n<li><a href=\"https://github.com/AgaMiko/bird-recognition-review\" target=\"_blank\">Bird recognition - review of useful resources</a>   </li>\n<li><a href=\"https://www.sciencedirect.com/science/article/pii/S1877050916307700\" target=\"_blank\">Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning</a></li>\n<li><a href=\"https://eprints.qut.edu.au/103530/1/Jie_Xie_Thesis.pdf\" target=\"_blank\">Acoustic classification of Australian frogs for ecosystem\nsurveys</a>  </li>\n<li><a href=\"https://github.com/AgaMiko/data-augmentation-review\" target=\"_blank\">Data Augmentation Review</a>    </li>\n<li><a href=\"https://www.sciencedirect.com/science/article/pii/S0898122112002763\" target=\"_blank\">Automatic recognition of frog calls using a multi-stage average spectrum</a>  </li>\n<li><a href=\"http://ceur-ws.org/Vol-2125/paper_85.pdf\" target=\"_blank\">A Baseline for Large-Scale Bird Species Identification in Field Recordings</a>.  </li>\n<li><a href=\"https://monarch.qucosa.de/api/qucosa%3A36986/attachment/ATT-0/\" target=\"_blank\">Identifying Birds by Sound: Large-scale Acoustic Event Recognition for Avian Activity Monitoring</a>   </li>\n<li><a href=\"https://www.researchgate.net/profile/Henning_Mueller2/publication/331733244_LifeCLEF_2019_Biodiversity_Identification_and_Prediction_Challenges/links/5c8a35e592851c1df9407d46/LifeCLEF-2019-Biodiversity-Identification-and-Prediction-Challenges.pdf\" target=\"_blank\">LifeCLEF 2019: Biodiversity Identification and Prediction Challenges</a>  </li>\n</ul>\n<h2>More resources</h2>\n<ul>\n<li><a href=\"https://musicofnature.com/calls-of-frogs-and-toads-of-the-northeast/\" target=\"_blank\">Calls of Frogs and Toads of the Northeast</a>  </li>\n<li><a href=\"https://www.fws.gov/refuge/clarks_river/sounds_of_frogs.html\" target=\"_blank\">Sounds of Frogs</a>   </li>\n<li><a href=\"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0001580\" target=\"_blank\">Singing in the Rain Forest: How a Tropical Bird Song Transfers Information</a></li>\n</ul>\n<h2>Trivia</h2>\n<ul>\n<li><a href=\"https://lifehacker.com/shazam-for-birds-three-apps-that-recognize-bird-calls-1797955537\" target=\"_blank\">Shazam for Birds: Three Apps That Recognize Bird Calls</a>  </li>\n<li><a href=\"https://www.iheartradio.ca/virginradio/calgary/trending/the-shazam-app-for-frogs-1.3430016\" target=\"_blank\">The Shazam App For Frogs!</a>   </li>\n<li><a href=\"https://www.songsleuth.com/#/\" target=\"_blank\">Song Sleuth -  Helping you become a better birder</a>  </li>\n<li><a href=\"https://play.google.com/store/apps/details?id=de.tu_chemnitz.mi.kahst.birdnet\" target=\"_blank\">BirdNET - Bird sound identification</a></li>\n</ul>",
      "rawMarkdown": "<img src=\"https://upload.wikimedia.org/wikipedia/commons/0/04/-_panoramio_-_Basa_Roland.jpg\" width=\"500\"></img>\n\n## Papers, reviews and projects\n\n* [A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network](https://www.sciencedirect.com/science/article/pii/S1574954120300637)\n\n* [Frog Sound Identification System for Frog Species Recognition](https://link.springer.com/chapter/10.1007/978-3-642-36642-0_5)  \n\n* [Bird recognition - review of useful resources](https://github.com/AgaMiko/bird-recognition-review)   \n\n* [Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning](https://www.sciencedirect.com/science/article/pii/S1877050916307700)\n\n* [Acoustic classification of Australian frogs for ecosystem\nsurveys](https://eprints.qut.edu.au/103530/1/Jie_Xie_Thesis.pdf)  \n\n* [Data Augmentation Review](https://github.com/AgaMiko/data-augmentation-review)    \n\n* [Automatic recognition of frog calls using a multi-stage average spectrum](https://www.sciencedirect.com/science/article/pii/S0898122112002763)  \n\n* [A Baseline for Large-Scale Bird Species Identification in Field Recordings](http://ceur-ws.org/Vol-2125/paper_85.pdf).  \n\n* [Identifying Birds by Sound: Large-scale Acoustic Event Recognition for Avian Activity Monitoring](https://monarch.qucosa.de/api/qucosa%3A36986/attachment/ATT-0/)   \n\n* [LifeCLEF 2019: Biodiversity Identification and Prediction Challenges](https://www.researchgate.net/profile/Henning_Mueller2/publication/331733244_LifeCLEF_2019_Biodiversity_Identification_and_Prediction_Challenges/links/5c8a35e592851c1df9407d46/LifeCLEF-2019-Biodiversity-Identification-and-Prediction-Challenges.pdf)  \n\n## More resources  \n\n* [Calls of Frogs and Toads of the Northeast](https://musicofnature.com/calls-of-frogs-and-toads-of-the-northeast/)  \n\n* [Sounds of Frogs](https://www.fws.gov/refuge/clarks_river/sounds_of_frogs.html)   \n\n* [Singing in the Rain Forest: How a Tropical Bird Song Transfers Information](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0001580)\n\n## Trivia    \n\n* [Shazam for Birds: Three Apps That Recognize Bird Calls](https://lifehacker.com/shazam-for-birds-three-apps-that-recognize-bird-calls-1797955537)  \n\n* [The Shazam App For Frogs!](https://www.iheartradio.ca/virginradio/calgary/trending/the-shazam-app-for-frogs-1.3430016)   \n\n* [Song Sleuth -  Helping you become a better birder](https://www.songsleuth.com/#/)  \n\n* [BirdNET - Bird sound identification](https://play.google.com/store/apps/details?id=de.tu_chemnitz.mi.kahst.birdnet)",
      "votes": null
    },
    {
      "id": "1174563",
      "postDate": "01/28/2021 15:26:00",
      "content": "<p>Thanks for sharing!!!</p>",
      "rawMarkdown": "Thanks for sharing!!!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1174563,
      "author_name": "jyotmakadiya",
      "author_url": "",
      "post_date": "01/28/2021 15:26:00",
      "content": "<p>Thanks for sharing!!!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1082434": "<img src=\"https://upload.wikimedia.org/wikipedia/commons/0/04/-_panoramio_-_Basa_Roland.jpg\" width=\"500\"></img>\n\n## Papers, reviews and projects\n\n* [A pipeline for identification of bird and frog species in tropical soundscape recordings using a convolutional neural network](https://www.sciencedirect.com/science/article/pii/S1574954120300637)\n\n* [Frog Sound Identification System for Frog Species Recognition](https://link.springer.com/chapter/10.1007/978-3-642-36642-0_5)  \n\n* [Bird recognition - review of useful resources](https://github.com/AgaMiko/bird-recognition-review)   \n\n* [Detecting Frog Calling Activity Based on Acoustic Event Detection and Multi-label Learning](https://www.sciencedirect.com/science/article/pii/S1877050916307700)\n\n* [Acoustic classification of Australian frogs for ecosystem\nsurveys](https://eprints.qut.edu.au/103530/1/Jie_Xie_Thesis.pdf)  \n\n* [Data Augmentation Review](https://github.com/AgaMiko/data-augmentation-review)    \n\n* [Automatic recognition of frog calls using a multi-stage average spectrum](https://www.sciencedirect.com/science/article/pii/S0898122112002763)  \n\n* [A Baseline for Large-Scale Bird Species Identification in Field Recordings](http://ceur-ws.org/Vol-2125/paper_85.pdf).  \n\n* [Identifying Birds by Sound: Large-scale Acoustic Event Recognition for Avian Activity Monitoring](https://monarch.qucosa.de/api/qucosa%3A36986/attachment/ATT-0/)   \n\n* [LifeCLEF 2019: Biodiversity Identification and Prediction Challenges](https://www.researchgate.net/profile/Henning_Mueller2/publication/331733244_LifeCLEF_2019_Biodiversity_Identification_and_Prediction_Challenges/links/5c8a35e592851c1df9407d46/LifeCLEF-2019-Biodiversity-Identification-and-Prediction-Challenges.pdf)  \n\n## More resources  \n\n* [Calls of Frogs and Toads of the Northeast](https://musicofnature.com/calls-of-frogs-and-toads-of-the-northeast/)  \n\n* [Sounds of Frogs](https://www.fws.gov/refuge/clarks_river/sounds_of_frogs.html)   \n\n* [Singing in the Rain Forest: How a Tropical Bird Song Transfers Information](https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0001580)\n\n## Trivia    \n\n* [Shazam for Birds: Three Apps That Recognize Bird Calls](https://lifehacker.com/shazam-for-birds-three-apps-that-recognize-bird-calls-1797955537)  \n\n* [The Shazam App For Frogs!](https://www.iheartradio.ca/virginradio/calgary/trending/the-shazam-app-for-frogs-1.3430016)   \n\n* [Song Sleuth -  Helping you become a better birder](https://www.songsleuth.com/#/)  \n\n* [BirdNET - Bird sound identification](https://play.google.com/store/apps/details?id=de.tu_chemnitz.mi.kahst.birdnet)",
    "1174563": "Thanks for sharing!!!"
  },
  "source": "meta"
}