{
  "total": 202,
  "topics": [
    {
      "id": 333581,
      "title": "Best working note award. Announcing winners.",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 326996,
      "title": "Feedback and ideas for BirdCLEF 2023",
      "comment_count": 20,
      "views": 0,
      "votes": 9
    },
    {
      "id": 327565,
      "title": "Leaderboard Finalized - Congratulations to the Winners; Recap",
      "comment_count": 4,
      "views": 0,
      "votes": 7
    },
    {
      "id": 326994,
      "title": "Thanks everyone and congratulations to the winners",
      "comment_count": 8,
      "views": 0,
      "votes": 7
    },
    {
      "id": 307752,
      "title": "Resources provided by hosts",
      "comment_count": 30,
      "views": 0,
      "votes": 43
    },
    {
      "id": 319603,
      "title": "few-shot learning demo - prevent overfitting to few sample",
      "comment_count": 1,
      "views": 0,
      "votes": 15
    },
    {
      "id": 327047,
      "title": "1st place solution models (it’s not all BirdNet)",
      "comment_count": 4,
      "views": 0,
      "votes": 63
    },
    {
      "id": 321799,
      "title": "Scoring Error after successful submission",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 327193,
      "title": "3rd place solution",
      "comment_count": 14,
      "views": 0,
      "votes": 56
    },
    {
      "id": 324124,
      "title": "Comment for begginers",
      "comment_count": 15,
      "views": 0,
      "votes": 63
    },
    {
      "id": 327019,
      "title": "8th place solution. And gold on last attempt",
      "comment_count": 8,
      "views": 0,
      "votes": 32
    },
    {
      "id": 328649,
      "title": "35th Experiment",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 326950,
      "title": "[Public #1 Private #2] + [Private #7/8 (potential)] solutions. The host wins.",
      "comment_count": 66,
      "views": 0,
      "votes": 59
    },
    {
      "id": 326973,
      "title": "7th place solution",
      "comment_count": 18,
      "views": 0,
      "votes": 45
    },
    {
      "id": 327573,
      "title": "571st place solution",
      "comment_count": 4,
      "views": 0,
      "votes": 30
    },
    {
      "id": 326987,
      "title": "4th place    ",
      "comment_count": 16,
      "views": 0,
      "votes": 41
    },
    {
      "id": 326142,
      "title": "How to choose a model from timm?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 327046,
      "title": "23th place solution",
      "comment_count": 11,
      "views": 0,
      "votes": 24
    },
    {
      "id": 326979,
      "title": "11th place solution",
      "comment_count": 6,
      "views": 0,
      "votes": 29
    },
    {
      "id": 327044,
      "title": "5th place solution",
      "comment_count": 9,
      "views": 0,
      "votes": 44
    },
    {
      "id": 326968,
      "title": "9th place summary",
      "comment_count": 11,
      "views": 0,
      "votes": 31
    },
    {
      "id": 327187,
      "title": "6th place solution (human-in-the-loop)",
      "comment_count": 3,
      "views": 0,
      "votes": 38
    },
    {
      "id": 327744,
      "title": "BirdCLEF 2022 Solution & Code Summary (🥇Gold Medal)",
      "comment_count": 0,
      "views": 0,
      "votes": 7
    },
    {
      "id": 326933,
      "title": "Simple 17th Place Solution [0.81 Public, 0.77 Private]",
      "comment_count": 9,
      "views": 0,
      "votes": 30
    },
    {
      "id": 327175,
      "title": "19th place solution, single CNN model",
      "comment_count": 3,
      "views": 0,
      "votes": 16
    },
    {
      "id": 327393,
      "title": "15th place summary",
      "comment_count": 0,
      "views": 0,
      "votes": 16
    },
    {
      "id": 327118,
      "title": "44th place solution",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 327065,
      "title": "A Journey of Hand Labeling",
      "comment_count": 2,
      "views": 0,
      "votes": 17
    },
    {
      "id": 326931,
      "title": "Congratulations to new Kaggle Competition GM!",
      "comment_count": 11,
      "views": 0,
      "votes": 18
    },
    {
      "id": 327500,
      "title": "Dataset released: DCASE 2018 track3",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 327575,
      "title": "70th place solution.",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 327217,
      "title": "50th place solution",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 327294,
      "title": "Why are terminated accounts still left in the leaderboard(s)?",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 326966,
      "title": "65th place writeup - bronze",
      "comment_count": 2,
      "views": 0,
      "votes": 14
    },
    {
      "id": 326990,
      "title": "Few words about 14th place solution",
      "comment_count": 0,
      "views": 0,
      "votes": 13
    },
    {
      "id": 326976,
      "title": "Collection of top solution!",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 327041,
      "title": "Audio to Spectogram pipeline",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 326536,
      "title": "21 species of birds in Hawaii : This table is all you need to know these birds",
      "comment_count": 1,
      "views": 0,
      "votes": 16
    },
    {
      "id": 326065,
      "title": "More digits in LB, please",
      "comment_count": 5,
      "views": 0,
      "votes": 11
    },
    {
      "id": 326751,
      "title": "  📢 Lot of sounds 🎶 - My approach - 3 Month🚀 ",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 326930,
      "title": "Run code on colab and tpu ",
      "comment_count": 8,
      "views": 0,
      "votes": 0
    },
    {
      "id": 326932,
      "title": "Why not disclose the decimal point?",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 327051,
      "title": "No call classifier was helpful in this competition?",
      "comment_count": 1,
      "views": 0,
      "votes": 2
    },
    {
      "id": 326972,
      "title": "How to determine what \"worked\" and what didn't?",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 326459,
      "title": "Good luck to everyone",
      "comment_count": 3,
      "views": 0,
      "votes": 5
    },
    {
      "id": 327007,
      "title": "Just three steps to a bronze medal",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 326509,
      "title": "Deadline for Submissions",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 327147,
      "title": "Question about LR scheduler",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 326852,
      "title": "Are private scores already calculated?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 326957,
      "title": "Looks like traditional classifer still dominate this competition? How many people use few-shot model?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 326920,
      "title": "just a few minutes more, please ",
      "comment_count": 0,
      "views": 0,
      "votes": 0
    },
    {
      "id": 324959,
      "title": "Public LB 0.85 is gold line?",
      "comment_count": 5,
      "views": 0,
      "votes": 9
    },
    {
      "id": 326404,
      "title": "Looking for a tutorial or notebook on mixing in background sounds",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 324769,
      "title": "A better CV always leads to worse LB?",
      "comment_count": 3,
      "views": 0,
      "votes": 12
    },
    {
      "id": 324336,
      "title": "Do we know the number of test audios?",
      "comment_count": 12,
      "views": 0,
      "votes": 2
    },
    {
      "id": 326021,
      "title": "News article: Importance of sound in bird conservation",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 326112,
      "title": "Trained Model - 3+ hours scoring time",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 325787,
      "title": "Terminated accounts still in the leaderboard",
      "comment_count": 2,
      "views": 0,
      "votes": 4
    },
    {
      "id": 325304,
      "title": "I verified my account  using my old phone number?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 323908,
      "title": "Here's a minimalist solution with code",
      "comment_count": 5,
      "views": 0,
      "votes": 19
    },
    {
      "id": 324318,
      "title": "Augmentation notebook",
      "comment_count": 1,
      "views": 0,
      "votes": 18
    },
    {
      "id": 324842,
      "title": "No idea what's wrong with my code. Help.",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 325023,
      "title": "How to check how much time my submission takes to run?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 325033,
      "title": "Output file removed after refresh page",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 321668,
      "title": "Think of 3 aspects of this competiton.",
      "comment_count": 2,
      "views": 0,
      "votes": 18
    },
    {
      "id": 318081,
      "title": "My Experiments ... (public 0.71)",
      "comment_count": 31,
      "views": 0,
      "votes": 156
    },
    {
      "id": 324208,
      "title": "Does larger batch size of training hurt the performance of model?",
      "comment_count": 5,
      "views": 0,
      "votes": 1
    },
    {
      "id": 324079,
      "title": "Scoring for an hour long time",
      "comment_count": 6,
      "views": 0,
      "votes": 2
    },
    {
      "id": 324304,
      "title": "Should I trust the CV score or the public score?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 324580,
      "title": "Is there a good way to check out the details of the test?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 323723,
      "title": "Number of people with the best public submission..",
      "comment_count": 18,
      "views": 0,
      "votes": 5
    },
    {
      "id": 324572,
      "title": "What models are you using in this competition? Has anyone tried transformer?",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 323765,
      "title": "Multiple folds vs single fold? what is most suitable for this competition?",
      "comment_count": 9,
      "views": 0,
      "votes": 4
    },
    {
      "id": 323574,
      "title": "Competition dataset divided into sub clips",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 321202,
      "title": "Do not forget to report plagiarism",
      "comment_count": 51,
      "views": 0,
      "votes": 177
    },
    {
      "id": 323286,
      "title": "Species co-occurrence matrices? (Update: Public notebook available)",
      "comment_count": 3,
      "views": 0,
      "votes": 11
    },
    {
      "id": 323497,
      "title": "Single Model LB",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 323201,
      "title": "LB probe result: Estimated call rate for test soundscape is about 90%",
      "comment_count": 7,
      "views": 0,
      "votes": 18
    },
    {
      "id": 307744,
      "title": "BirdCLEF working notes. We want your papers!",
      "comment_count": 17,
      "views": 0,
      "votes": 34
    },
    {
      "id": 323809,
      "title": "Valid is consistent with the leaderboard?",
      "comment_count": 0,
      "views": 0,
      "votes": 3
    },
    {
      "id": 323582,
      "title": "Visualization of pseudo-labels",
      "comment_count": 1,
      "views": 0,
      "votes": 5
    },
    {
      "id": 322606,
      "title": "LB hack II: Methods for Estimating Statistics of Predictions to Public Test Data",
      "comment_count": 6,
      "views": 0,
      "votes": 16
    },
    {
      "id": 320534,
      "title": "Gradient Accumulation in PyTorch",
      "comment_count": 3,
      "views": 0,
      "votes": 16
    },
    {
      "id": 314999,
      "title": "If You Are Confused About the Evaluation Metric - Read This",
      "comment_count": 8,
      "views": 0,
      "votes": 49
    },
    {
      "id": 322483,
      "title": "procuring enough GPU time to make 20+ submissions a week?",
      "comment_count": 7,
      "views": 0,
      "votes": 5
    },
    {
      "id": 322419,
      "title": "LB hack tip: How to estimate LB score of each species",
      "comment_count": 10,
      "views": 0,
      "votes": 15
    },
    {
      "id": 323829,
      "title": "Birdcall Identification Open Source Projects",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 308048,
      "title": "Discover world locations for each bird",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 315860,
      "title": "PCEN: a better pre-processing technique of STFT spectrograms",
      "comment_count": 11,
      "views": 0,
      "votes": 33
    },
    {
      "id": 318999,
      "title": "The lower threshhold has good score.",
      "comment_count": 6,
      "views": 0,
      "votes": 42
    },
    {
      "id": 323344,
      "title": "How can I submit the prediction?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 323623,
      "title": "Why the test sample has wrong name ?",
      "comment_count": 1,
      "views": 0,
      "votes": null
    },
    {
      "id": 322333,
      "title": "What model did you try in this competition?",
      "comment_count": 4,
      "views": 0,
      "votes": 5
    },
    {
      "id": 321836,
      "title": "Why train on the whole data?",
      "comment_count": 8,
      "views": 0,
      "votes": 6
    },
    {
      "id": 323264,
      "title": "If you got Notebook Threw Exception error reduce batch size",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 321883,
      "title": "Summary: difficulties when discussing CV/LB correlation",
      "comment_count": 12,
      "views": 0,
      "votes": 17
    },
    {
      "id": 314204,
      "title": "Storytime –AKA– How I Painfully Learned About .predict vs. .__call__",
      "comment_count": 2,
      "views": 0,
      "votes": 33
    },
    {
      "id": 322317,
      "title": "Idea: using 2021 soundscape as a local evaluation dataset",
      "comment_count": 7,
      "views": 0,
      "votes": 8
    },
    {
      "id": 322946,
      "title": "NAS(Neural architecture search) for competition ",
      "comment_count": 1,
      "views": 0,
      "votes": 1
    },
    {
      "id": 322092,
      "title": "SOLVED: Submission CSV Not Found / Notebook Threw Exception in code competition",
      "comment_count": 7,
      "views": 0,
      "votes": 7
    },
    {
      "id": 321126,
      "title": "Best single model and inference time.",
      "comment_count": 4,
      "views": 0,
      "votes": 3
    },
    {
      "id": 322413,
      "title": "Q: Why does lowering the threshold not improve the Public Score.",
      "comment_count": 9,
      "views": 0,
      "votes": 1
    },
    {
      "id": 322344,
      "title": "Are you using Few-shot learning?",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 322371,
      "title": "Bird nicknames mapping to xeno-canto.org names",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 321871,
      "title": "What's your cv strategy?",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 321744,
      "title": "Question about comparisons with previous competitions",
      "comment_count": 3,
      "views": 0,
      "votes": null
    },
    {
      "id": 321869,
      "title": "How to call a Python function from Node.js",
      "comment_count": 2,
      "views": 0,
      "votes": null
    },
    {
      "id": 321243,
      "title": "Q: How to roughly estimate kernel execution time on private test?",
      "comment_count": 5,
      "views": 0,
      "votes": 9
    },
    {
      "id": 321381,
      "title": "Question about the submission format.",
      "comment_count": 3,
      "views": 0,
      "votes": 7
    },
    {
      "id": 321500,
      "title": "Notebook Threw Exception",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 321584,
      "title": "Communication within the team.",
      "comment_count": 14,
      "views": 0,
      "votes": 3
    },
    {
      "id": 321814,
      "title": "PYTORCH+TPU doesnt work.What is wrong?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 319972,
      "title": "fastaudio offline",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    },
    {
      "id": 319065,
      "title": "Shame on the competition",
      "comment_count": 9,
      "views": 0,
      "votes": -8
    },
    {
      "id": 320304,
      "title": "Visualization soundscape",
      "comment_count": 4,
      "views": 0,
      "votes": 23
    },
    {
      "id": 320613,
      "title": "How to do audio augment?",
      "comment_count": 5,
      "views": 0,
      "votes": 4
    },
    {
      "id": 320431,
      "title": "【Record】Record myself every day",
      "comment_count": 5,
      "views": 0,
      "votes": 3
    },
    {
      "id": 320946,
      "title": "1D Audio CNN pretrained Models ?",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 320543,
      "title": "About using primary label samples from last year dataset ",
      "comment_count": 3,
      "views": 0,
      "votes": 4
    },
    {
      "id": 318252,
      "title": "Is there a massive data shift between training and test audio files?",
      "comment_count": 23,
      "views": 0,
      "votes": 32
    },
    {
      "id": 319582,
      "title": "The reason SED model's optimal threshold differs between validation and public score",
      "comment_count": 2,
      "views": 0,
      "votes": 9
    },
    {
      "id": 307941,
      "title": "Meet the hosts",
      "comment_count": 14,
      "views": 0,
      "votes": 21
    },
    {
      "id": 320675,
      "title": "Winning solutions of past Kaggle sounds challenges involving birds",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 312071,
      "title": "CV vs LB          ",
      "comment_count": 6,
      "views": 0,
      "votes": 8
    },
    {
      "id": 307880,
      "title": "Augmentation line-up",
      "comment_count": 3,
      "views": 0,
      "votes": 27
    },
    {
      "id": 307959,
      "title": "state-of-the-art & most popular sound research",
      "comment_count": 3,
      "views": 0,
      "votes": 30
    },
    {
      "id": 309213,
      "title": "Changes compared to previous BirdCLEF competition",
      "comment_count": 7,
      "views": 0,
      "votes": 56
    },
    {
      "id": 319872,
      "title": "Upload Failed",
      "comment_count": 2,
      "views": 0,
      "votes": 1
    },
    {
      "id": 308211,
      "title": "Melspectrogramed Dataset Available !",
      "comment_count": 3,
      "views": 0,
      "votes": 27
    },
    {
      "id": 307879,
      "title": "Pre-trained Transformer models for audio",
      "comment_count": 4,
      "views": 0,
      "votes": 45
    },
    {
      "id": 307821,
      "title": "New to Kaggle or Machine Learning? Come Say Hi!",
      "comment_count": 8,
      "views": 0,
      "votes": 16
    },
    {
      "id": 307817,
      "title": "Looking for a Team Megathread",
      "comment_count": 22,
      "views": 0,
      "votes": 9
    },
    {
      "id": 316719,
      "title": "This is my first audio classification competiton.",
      "comment_count": 4,
      "views": 0,
      "votes": 11
    },
    {
      "id": 316421,
      "title": "Is the submitting offline or online?",
      "comment_count": 11,
      "views": 0,
      "votes": 4
    },
    {
      "id": 317975,
      "title": "Pre-computed mel-specs with PCEN",
      "comment_count": 0,
      "views": 0,
      "votes": 17
    },
    {
      "id": 314156,
      "title": "How good are you doing with Tensorflow Keras ?",
      "comment_count": 6,
      "views": 0,
      "votes": 16
    },
    {
      "id": 317924,
      "title": "can some one tell me what is the wrong with my code, I either get 0.48 or 0.51 ?",
      "comment_count": 16,
      "views": 0,
      "votes": 2
    },
    {
      "id": 318104,
      "title": "How to measure model performance during training??",
      "comment_count": 0,
      "views": 0,
      "votes": 4
    },
    {
      "id": 315361,
      "title": "Questions About External Data",
      "comment_count": 12,
      "views": 0,
      "votes": 21
    },
    {
      "id": 313090,
      "title": "How split file correctly for submission?",
      "comment_count": 5,
      "views": 0,
      "votes": 2
    },
    {
      "id": 307938,
      "title": "Only 21 classes?",
      "comment_count": 12,
      "views": 0,
      "votes": 25
    },
    {
      "id": 314929,
      "title": "check this google blog : Separating Birdsong in the Wild for Classification",
      "comment_count": 8,
      "views": 0,
      "votes": 37
    },
    {
      "id": 314151,
      "title": "How to determine the threshold for classification?",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 316431,
      "title": "When submitting my work, the output file are not seen",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 311995,
      "title": "Suggested spectrogram augmentation?",
      "comment_count": 4,
      "views": 0,
      "votes": 9
    },
    {
      "id": 309408,
      "title": "Macro F1 clarification",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 315668,
      "title": "Keeping only relevant parts of the signals",
      "comment_count": 4,
      "views": 0,
      "votes": 6
    },
    {
      "id": 308393,
      "title": "Papers on Soundscapes and Animal Sound detection",
      "comment_count": 1,
      "views": 0,
      "votes": 12
    },
    {
      "id": 314930,
      "title": "More than one bird in the 5-second pieces of test?",
      "comment_count": 4,
      "views": 0,
      "votes": 4
    },
    {
      "id": 309106,
      "title": "Tips on dealing with Class Imbalance!💯",
      "comment_count": 6,
      "views": 0,
      "votes": 19
    },
    {
      "id": 314852,
      "title": "Can I just upload my pretrained model to the notebook and submit without any previous workwork",
      "comment_count": 3,
      "views": 0,
      "votes": 1
    },
    {
      "id": 314096,
      "title": "How species in the train data is selected?",
      "comment_count": 4,
      "views": 0,
      "votes": 8
    },
    {
      "id": 314597,
      "title": "Team up! Audio Data",
      "comment_count": 4,
      "views": 0,
      "votes": null
    },
    {
      "id": 311493,
      "title": "Any competition metric implementation ?",
      "comment_count": 9,
      "views": 0,
      "votes": 27
    },
    {
      "id": 309046,
      "title": "How to split audio file into 5 seconds clips ?",
      "comment_count": 3,
      "views": 0,
      "votes": 11
    },
    {
      "id": 307957,
      "title": "🏆🥇🎯 Congrats to the new  Notebook Grandmaster  Oh SEOK KIM 🏆🥇🎯",
      "comment_count": 16,
      "views": 0,
      "votes": 19
    },
    {
      "id": 314099,
      "title": "Dataset: Bird Species Shown in the Hawaiian Islands",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 313971,
      "title": "Can I first train the model parameters offline and then upload it to the notebook to run?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 307881,
      "title": "Sound separation paper",
      "comment_count": 2,
      "views": 0,
      "votes": 18
    },
    {
      "id": 313461,
      "title": "Augmentation dataset ",
      "comment_count": 1,
      "views": 0,
      "votes": 14
    },
    {
      "id": 313534,
      "title": "Japanese Bush Warbler is a familiar bird in Japan",
      "comment_count": 0,
      "views": 0,
      "votes": 9
    },
    {
      "id": 313073,
      "title": "Overfitting Public LB and Shakeup",
      "comment_count": 1,
      "views": 0,
      "votes": 13
    },
    {
      "id": 312868,
      "title": "What next step? After classification of audio data?👈👈👈",
      "comment_count": 1,
      "views": 0,
      "votes": 4
    },
    {
      "id": 312509,
      "title": "Share the problems you encountered when processing this dataset",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 313068,
      "title": "🤔 Train on 7 Second Clips but Inference on 5 Second Clips?",
      "comment_count": 2,
      "views": 0,
      "votes": 6
    },
    {
      "id": 312355,
      "title": "These files are probably corrupted",
      "comment_count": 4,
      "views": 0,
      "votes": 9
    },
    {
      "id": 312059,
      "title": "Does the 'flight call' or 'begging call' belongs to call ? ",
      "comment_count": 1,
      "views": 0,
      "votes": 3
    },
    {
      "id": 311005,
      "title": "Papers on Few-Shot Image Classification",
      "comment_count": 4,
      "views": 0,
      "votes": 22
    },
    {
      "id": 312304,
      "title": "Extended Train Metadata with Audio Metadata",
      "comment_count": 0,
      "views": 0,
      "votes": 2
    },
    {
      "id": 311733,
      "title": "some papers in Birdcall Identification",
      "comment_count": 0,
      "views": 0,
      "votes": 10
    },
    {
      "id": 311763,
      "title": "Why? scored_birds.json? Only-21 ?",
      "comment_count": 2,
      "views": 0,
      "votes": 3
    },
    {
      "id": 311245,
      "title": "VERY Long (1.25 Hours) Training Audio Clip - 'commyn/XC548866.ogg'",
      "comment_count": 1,
      "views": 0,
      "votes": 23
    },
    {
      "id": 311331,
      "title": "Task understanding",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 309001,
      "title": "Found discrepancy between Test CSV and provided soundscape",
      "comment_count": 19,
      "views": 0,
      "votes": 8
    },
    {
      "id": 310741,
      "title": "Recap of the Top Solutions from the Previous Competition (BirdCLEF 2021)",
      "comment_count": 0,
      "views": 0,
      "votes": 42
    },
    {
      "id": 310662,
      "title": "Course for audio signal processing ",
      "comment_count": 4,
      "views": 0,
      "votes": 14
    },
    {
      "id": 311044,
      "title": "noisereduce 2.0.0 package - Without Internet connection",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307824,
      "title": "Previous Audio Competitions",
      "comment_count": 3,
      "views": 0,
      "votes": 70
    },
    {
      "id": 310749,
      "title": "RNNs for audio - line of research status?",
      "comment_count": 1,
      "views": 0,
      "votes": 6
    },
    {
      "id": 310335,
      "title": "Expected test data distribution",
      "comment_count": 9,
      "views": 0,
      "votes": 10
    },
    {
      "id": 308422,
      "title": "Play sound with line advancing over waveform?",
      "comment_count": 6,
      "views": 0,
      "votes": 4
    },
    {
      "id": 308009,
      "title": "Submission Clarification - Time Chunks and Predictions",
      "comment_count": 9,
      "views": 0,
      "votes": 13
    },
    {
      "id": 307842,
      "title": "BirdCLEF 2021 Solutions",
      "comment_count": 10,
      "views": 0,
      "votes": 49
    },
    {
      "id": 309211,
      "title": "Is the set of scored birds the same when we submit?",
      "comment_count": 10,
      "views": 0,
      "votes": 7
    },
    {
      "id": 309857,
      "title": "How to use Meta Data if the same is not available for test data?",
      "comment_count": 3,
      "views": 0,
      "votes": 3
    },
    {
      "id": 308579,
      "title": "Why do some sound files have (X, 2) dim?",
      "comment_count": 11,
      "views": 0,
      "votes": 21
    },
    {
      "id": 309365,
      "title": "Test data pre convert method in inference",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 308861,
      "title": "Is bird presented all the time in training recordings?",
      "comment_count": 2,
      "views": 0,
      "votes": 13
    },
    {
      "id": 308004,
      "title": "First submission(BirdCLEF 2021 4th solution)",
      "comment_count": 5,
      "views": 0,
      "votes": 51
    },
    {
      "id": 308001,
      "title": "LB Probing ",
      "comment_count": 2,
      "views": 0,
      "votes": 11
    },
    {
      "id": 308453,
      "title": "Useful External Datasets",
      "comment_count": 1,
      "views": 0,
      "votes": 21
    },
    {
      "id": 308296,
      "title": "Question : Did the last comp data contain the 21 classes in this Comp ?",
      "comment_count": 5,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307903,
      "title": "Using geography to improve submission score",
      "comment_count": 5,
      "views": 0,
      "votes": 33
    },
    {
      "id": 308497,
      "title": "Audio Preprocessing & Feature Engineering",
      "comment_count": 0,
      "views": 0,
      "votes": 11
    },
    {
      "id": 309322,
      "title": "How to read OGG files with R?",
      "comment_count": 0,
      "views": 0,
      "votes": 1
    },
    {
      "id": 308229,
      "title": "📌 EDA🔊 + Noise Reduction🐦",
      "comment_count": 2,
      "views": 0,
      "votes": 16
    },
    {
      "id": 308433,
      "title": "Additional Decimal Places in Leaderboard",
      "comment_count": 2,
      "views": 0,
      "votes": 7
    },
    {
      "id": 308592,
      "title": "What kind of Cross Validation method do you use?",
      "comment_count": 0,
      "views": 0,
      "votes": 5
    },
    {
      "id": 307895,
      "title": "🔉Learning Resources for Machine Learning x Audio",
      "comment_count": 3,
      "views": 0,
      "votes": 8
    },
    {
      "id": 307971,
      "title": "Hawaiian Birds Species - Kaggle BirdCLEF 2022.",
      "comment_count": 2,
      "views": 0,
      "votes": 18
    },
    {
      "id": 308309,
      "title": "Python, Fast audio reading: audiofile ",
      "comment_count": 0,
      "views": 0,
      "votes": 6
    },
    {
      "id": 307935,
      "title": "How can I use google colab for code competition?",
      "comment_count": 2,
      "views": 0,
      "votes": 2
    }
  ],
  "errors": []
}