List of all gold medal solutions (on private LB) shared:
\n\n1st place solution by Ruslan Baikulov (GitHub) -- 2nd place before LB fix\n2nd place solution by qrfaction (GitHub) -- 1st place before LB fix\n3rd place solution by Dmitriy Danevskiy (GitHub)\n4th place solution by OsciiArt (Kernel)\n6th place solution by Miguel Pinto (GitHub)\n7th place solution by uratatsu (Kernel)\n8th place solution by Eric Bouteillon (Kernel, GitHub)\n9th place solution by Iafoss (Kernel)\n9th place solution by Theo Viel (Kernel)\n11th place solution by wqk (Kernel)
\n\nCongrats and thanks to all the wonderful folks of this community for sharing!\nP.S. Let me know if I missed any.
", "messages": [ { "id": "564204", "postDate": "06/29/2019 05:44:58", "content": "List of all gold medal solutions (on private LB) shared:
\n\n1st place solution by Ruslan Baikulov (GitHub) -- 2nd place before LB fix\n2nd place solution by qrfaction (GitHub) -- 1st place before LB fix\n3rd place solution by Dmitriy Danevskiy (GitHub)\n4th place solution by OsciiArt (Kernel)\n6th place solution by Miguel Pinto (GitHub)\n7th place solution by uratatsu (Kernel)\n8th place solution by Eric Bouteillon (Kernel, GitHub)\n9th place solution by Iafoss (Kernel)\n9th place solution by Theo Viel (Kernel)\n11th place solution by wqk (Kernel)
\n\nCongrats and thanks to all the wonderful folks of this community for sharing!\nP.S. Let me know if I missed any.
", "rawMarkdown": "List of all gold medal solutions (on private LB) shared:\n\n[1st place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/95924) by [Ruslan Baikulov](https://www.kaggle.com/romul0212) ([GitHub](https://github.com/lRomul/argus-freesound)) -- 2nd place before LB fix\n[2nd place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/97815) by [qrfaction](https://www.kaggle.com/action) ([GitHub](https://github.com/qrfaction/1st-Freesound-Audio-Tagging-2019)) -- 1st place before LB fix\n[3rd place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/97926) by [Dmitriy Danevskiy](https://www.kaggle.com/ddanevskyi) ([GitHub](https://github.com/ex4sperans/freesound-classification/tree/master))\n[4th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/96440) by [OsciiArt](https://www.kaggle.com/osciiart) ([Kernel](https://www.kaggle.com/osciiart/freesound2019-solution-links?scriptVersionId=16047723))\n[6th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/96680) by [Miguel Pinto](https://www.kaggle.com/mnpinto) ([GitHub](https://github.com/mnpinto/audiotagging2019))\n[7th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/97812) by [uratatsu](https://www.kaggle.com/d1348k) ([Kernel](https://www.kaggle.com/hidehisaarai1213/freesound-7th-place-solution))\n[8th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/96446) by [Eric Bouteillon](https://www.kaggle.com/ebouteillon) ([Kernel](https://www.kaggle.com/ebouteillon/12th-public-lb-inference-kernel-using-fastai), [GitHub](https://github.com/ebouteillon/freesound-audio-tagging-2019))\n[9th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/95409) by [Iafoss](https://www.kaggle.com/iafoss) ([Kernel](https://www.kaggle.com/theoviel/9th-place-modeling-kernel))\n[9th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/97736) by [Theo Viel](https://www.kaggle.com/theoviel) ([Kernel](https://www.kaggle.com/theoviel/9th-place-modeling-kernel))\n[11th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/95344) by [wqk](https://www.kaggle.com/sailorwei) ([Kernel](https://www.kaggle.com/sailorwei/fat2019-2d-cnn-with-mixup-lb-0-673))\n\nCongrats and thanks to all the wonderful folks of this community for sharing!\n**P.S.** Let me know if I missed any.", "votes": null }, { "id": "564206", "postDate": "06/29/2019 05:47:05", "content": "Great work !!
", "rawMarkdown": "Great work !!", "votes": null }, { "id": "564421", "postDate": "06/29/2019 11:51:57", "content": "Hi @rohanrao , thanks for listing all gold solutions, it will be useful for next year Freesound challenge. 😉\nIf you wish you may also add a link to my github where full solution is described.
", "rawMarkdown": "Hi @rohanrao , thanks for listing all gold solutions, it will be useful for next year Freesound challenge. 😉\nIf you wish you may also add a link to my [github](https://github.com/ebouteillon/freesound-audio-tagging-2019) where full solution is described.", "votes": null }, { "id": "564589", "postDate": "06/29/2019 17:02:46", "content": "Done. Have added.\nYes, these are really good, and the fact that we have codes of almost all the winning solutions is pure gold. Lots to learn from them as well. I always find new ideas and novel techniques in every solution :-)
", "rawMarkdown": "Done. Have added.\nYes, these are really good, and the fact that we have codes of almost all the winning solutions is pure gold. Lots to learn from them as well. I always find new ideas and novel techniques in every solution :-)", "votes": null }, { "id": "564811", "postDate": "06/30/2019 03:08:47", "content": "Thanks , great work!
", "rawMarkdown": "Thanks , great work!", "votes": null }, { "id": "564995", "postDate": "06/30/2019 09:37:50", "content": "Thanks for sharing
", "rawMarkdown": "Thanks for sharing", "votes": null }, { "id": "565701", "postDate": "07/01/2019 09:38:11", "content": "So cool the code is attached in so many solutions!
", "rawMarkdown": "So cool the code is attached in so many solutions!", "votes": null }, { "id": "567871", "postDate": "07/04/2019 05:15:50", "content": "It is great that prize winning solutions are available for the community.
", "rawMarkdown": "It is great that prize winning solutions are available for the community.", "votes": null }, { "id": "569419", "postDate": "07/06/2019 15:51:18", "content": "Hei Vopani, nice work.
\n\nWe're also trying to gather all the open knowledge generated in the competition, through the DCASE Challenge Task 2 website http://dcase.community/challenge2019/task-audio-tagging-results
\n\nIn fact, that is one of the main motivations to host the challenge. In the website you can find:
\n\nThis is work in progress as new resources keep on appearing. If you find anything missing, please let me know so I can add it.
\n\nthanks to everyone who is sharing the work! It's great!
", "rawMarkdown": "Hei Vopani, nice work.\n\nWe're also trying to gather all the open knowledge generated in the competition, through the DCASE Challenge Task 2 website [http://dcase.community/challenge2019/task-audio-tagging-results](http://dcase.community/challenge2019/task-audio-tagging-results)\n\n In fact, that is one of the main motivations to host the challenge. In the website you can find:\n\n- all the technical reports submitted to the DCASE Challenge Task2, including github repos when available:\n[http://dcase.community/challenge2019/task-audio-tagging-results#technical-reports](http://dcase.community/challenge2019/task-audio-tagging-results#technical-reports)\n- all the github repos and writeups that were not submitted to DCASE Challenge:\n[http://dcase.community/challenge2019/task-audio-tagging-results#other-resources-generated-in-the-kaggle-competition](http://dcase.community/challenge2019/task-audio-tagging-results#other-resources-generated-in-the-kaggle-competition)\n\nThis is work in progress as new resources keep on appearing. If you find anything missing, please let me know so I can add it.\n\nthanks to everyone who is sharing the work! It's great!", "votes": null } ], "comments": [ { "id": 564206, "author_name": "gunishj", "author_url": "", "post_date": "06/29/2019 05:47:05", "content": "Great work !!
", "votes": null, "replies": [] }, { "id": 564421, "author_name": "ebouteillon", "author_url": "", "post_date": "06/29/2019 11:51:57", "content": "Hi @rohanrao , thanks for listing all gold solutions, it will be useful for next year Freesound challenge. 😉\nIf you wish you may also add a link to my github where full solution is described.
", "votes": null, "replies": [ { "id": 564589, "author_name": "rohanrao", "author_url": "", "post_date": "06/29/2019 17:02:46", "content": "Done. Have added.\nYes, these are really good, and the fact that we have codes of almost all the winning solutions is pure gold. Lots to learn from them as well. I always find new ideas and novel techniques in every solution :-)
", "votes": null, "replies": [] } ] }, { "id": 564811, "author_name": "imuzhangpeng", "author_url": "", "post_date": "06/30/2019 03:08:47", "content": "Thanks , great work!
", "votes": null, "replies": [] }, { "id": 564995, "author_name": "madhur321", "author_url": "", "post_date": "06/30/2019 09:37:50", "content": "Thanks for sharing
", "votes": null, "replies": [] }, { "id": 565701, "author_name": "davids1992", "author_url": "", "post_date": "07/01/2019 09:38:11", "content": "So cool the code is attached in so many solutions!
", "votes": null, "replies": [] }, { "id": 567871, "author_name": "regivm", "author_url": "", "post_date": "07/04/2019 05:15:50", "content": "It is great that prize winning solutions are available for the community.
", "votes": null, "replies": [] }, { "id": 569419, "author_name": "eduardofonseca", "author_url": "", "post_date": "07/06/2019 15:51:18", "content": "Hei Vopani, nice work.
\n\nWe're also trying to gather all the open knowledge generated in the competition, through the DCASE Challenge Task 2 website http://dcase.community/challenge2019/task-audio-tagging-results
\n\nIn fact, that is one of the main motivations to host the challenge. In the website you can find:
\n\nThis is work in progress as new resources keep on appearing. If you find anything missing, please let me know so I can add it.
\n\nthanks to everyone who is sharing the work! It's great!
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "564204": "List of all gold medal solutions (on private LB) shared:\n\n[1st place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/95924) by [Ruslan Baikulov](https://www.kaggle.com/romul0212) ([GitHub](https://github.com/lRomul/argus-freesound)) -- 2nd place before LB fix\n[2nd place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/97815) by [qrfaction](https://www.kaggle.com/action) ([GitHub](https://github.com/qrfaction/1st-Freesound-Audio-Tagging-2019)) -- 1st place before LB fix\n[3rd place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/97926) by [Dmitriy Danevskiy](https://www.kaggle.com/ddanevskyi) ([GitHub](https://github.com/ex4sperans/freesound-classification/tree/master))\n[4th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/96440) by [OsciiArt](https://www.kaggle.com/osciiart) ([Kernel](https://www.kaggle.com/osciiart/freesound2019-solution-links?scriptVersionId=16047723))\n[6th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/96680) by [Miguel Pinto](https://www.kaggle.com/mnpinto) ([GitHub](https://github.com/mnpinto/audiotagging2019))\n[7th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/97812) by [uratatsu](https://www.kaggle.com/d1348k) ([Kernel](https://www.kaggle.com/hidehisaarai1213/freesound-7th-place-solution))\n[8th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/96446) by [Eric Bouteillon](https://www.kaggle.com/ebouteillon) ([Kernel](https://www.kaggle.com/ebouteillon/12th-public-lb-inference-kernel-using-fastai), [GitHub](https://github.com/ebouteillon/freesound-audio-tagging-2019))\n[9th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/95409) by [Iafoss](https://www.kaggle.com/iafoss) ([Kernel](https://www.kaggle.com/theoviel/9th-place-modeling-kernel))\n[9th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/97736) by [Theo Viel](https://www.kaggle.com/theoviel) ([Kernel](https://www.kaggle.com/theoviel/9th-place-modeling-kernel))\n[11th place solution](https://www.kaggle.com/c/freesound-audio-tagging-2019/discussion/95344) by [wqk](https://www.kaggle.com/sailorwei) ([Kernel](https://www.kaggle.com/sailorwei/fat2019-2d-cnn-with-mixup-lb-0-673))\n\nCongrats and thanks to all the wonderful folks of this community for sharing!\n**P.S.** Let me know if I missed any.", "564206": "Great work !!", "564421": "Hi @rohanrao , thanks for listing all gold solutions, it will be useful for next year Freesound challenge. 😉\nIf you wish you may also add a link to my [github](https://github.com/ebouteillon/freesound-audio-tagging-2019) where full solution is described.", "564589": "Done. Have added.\nYes, these are really good, and the fact that we have codes of almost all the winning solutions is pure gold. Lots to learn from them as well. I always find new ideas and novel techniques in every solution :-)", "564811": "Thanks , great work!", "564995": "Thanks for sharing", "565701": "So cool the code is attached in so many solutions!", "567871": "It is great that prize winning solutions are available for the community.", "569419": "Hei Vopani, nice work.\n\nWe're also trying to gather all the open knowledge generated in the competition, through the DCASE Challenge Task 2 website [http://dcase.community/challenge2019/task-audio-tagging-results](http://dcase.community/challenge2019/task-audio-tagging-results)\n\n In fact, that is one of the main motivations to host the challenge. In the website you can find:\n\n- all the technical reports submitted to the DCASE Challenge Task2, including github repos when available:\n[http://dcase.community/challenge2019/task-audio-tagging-results#technical-reports](http://dcase.community/challenge2019/task-audio-tagging-results#technical-reports)\n- all the github repos and writeups that were not submitted to DCASE Challenge:\n[http://dcase.community/challenge2019/task-audio-tagging-results#other-resources-generated-in-the-kaggle-competition](http://dcase.community/challenge2019/task-audio-tagging-results#other-resources-generated-in-the-kaggle-competition)\n\nThis is work in progress as new resources keep on appearing. If you find anything missing, please let me know so I can add it.\n\nthanks to everyone who is sharing the work! It's great!" }, "source": "meta" }