{
  "source": "Meta Kaggle Kernels.csv",
  "source_snapshot": {
    "source_mtime": 1790828993000000000,
    "source_date": "2026-10-01T04:29:53Z"
  },
  "items": [
    {
      "ref": "gopidurgaprasad/mfcc-feature-extraction-from-audio",
      "kernel_id": "10173964",
      "votes": 105
    },
    {
      "ref": "gopidurgaprasad/audio-augmentation-albumentations",
      "kernel_id": "10454909",
      "votes": 87
    },
    {
      "ref": "imeintanis/birdclef-interactive-spectrogram-viewer",
      "kernel_id": "16038242",
      "votes": 45
    },
    {
      "ref": "stefankahl/birdclef-2025-sample-submission",
      "kernel_id": "77937823",
      "votes": 246
    },
    {
      "ref": "aayush26/ideas-birdclef-25",
      "kernel_id": "78979918",
      "votes": 2
    },
    {
      "ref": "seshurajup/01-birdset-data-pipeline-tutorial",
      "kernel_id": "78330812",
      "votes": 9
    },
    {
      "ref": "seshurajup/birdclef-2020-2025-all-training-extra-npy-dataset",
      "kernel_id": "78317615",
      "votes": 85
    },
    {
      "ref": "seshurajup/03-birdset-fine-tuning-tutorial",
      "kernel_id": "78332303",
      "votes": 13
    },
    {
      "ref": "seshurajup/02-birdset-tutorial-augmentations",
      "kernel_id": "78332409",
      "votes": 10
    },
    {
      "ref": "kumarandatascientist/lb-0-515-sample-submission",
      "kernel_id": "78324088",
      "votes": 20
    },
    {
      "ref": "kumarandatascientist/lb-0-763-efficientnet-b0-pytorch-inference",
      "kernel_id": "78800629",
      "votes": 23
    },
    {
      "ref": "docxian/birdclef-2025-eda-geography",
      "kernel_id": "78318307",
      "votes": 61
    },
    {
      "ref": "teleportdm/bvc-embedding",
      "kernel_id": "78546132",
      "votes": 9
    },
    {
      "ref": "carlolepelaars/birdclef-2025-species-analysis",
      "kernel_id": "78583631",
      "votes": 17
    },
    {
      "ref": "carlolepelaars/birdclef-2025-simple-submission",
      "kernel_id": "78592946",
      "votes": 53
    },
    {
      "ref": "xiaoazuzong/lb-0-778-efficientnet-b0-pytorch-inference",
      "kernel_id": "78819266",
      "votes": 138
    },
    {
      "ref": "clehmann10/birdclef-eda-tutorial",
      "kernel_id": "78462067",
      "votes": 35
    },
    {
      "ref": "stpeteishii/bird-audio-display",
      "kernel_id": "78362000",
      "votes": 10
    },
    {
      "ref": "stpeteishii/birdclef-2025-geodata",
      "kernel_id": "78338359",
      "votes": 11
    },
    {
      "ref": "shaileshshettyd/tweet-detective-solving-bird-crimes-with-mfcc",
      "kernel_id": "78837559",
      "votes": 1
    },
    {
      "ref": "mpwolke/birdclef-2025-el-silencio-natural-reserve",
      "kernel_id": "78326313",
      "votes": 73
    },
    {
      "ref": "mpwolke/vocal-separation",
      "kernel_id": "78392387",
      "votes": 39
    },
    {
      "ref": "rohitdileep/data-preprocessing-librosa",
      "kernel_id": "78357753",
      "votes": 5
    },
    {
      "ref": "kdmitrie/bc25-birdnet-starter",
      "kernel_id": "78495670",
      "votes": 34
    },
    {
      "ref": "kdmitrie/bc25-separation-voice-from-data",
      "kernel_id": "78531592",
      "votes": 192
    },
    {
      "ref": "kdmitrie/bc25-bvc-starter",
      "kernel_id": "78511315",
      "votes": 111
    },
    {
      "ref": "arminajdehnia/0-734-on-birdclef-2025-public-lb-with-ecapa-tdnn",
      "kernel_id": "78837897",
      "votes": 6
    },
    {
      "ref": "arminajdehnia/enhancing-data-quality-region-extraction-noise",
      "kernel_id": "78868133",
      "votes": 5
    },
    {
      "ref": "robbynevels/bc25-eda",
      "kernel_id": "78443365",
      "votes": 4
    },
    {
      "ref": "robbynevels/bc25-train-specs-db-80-n-16",
      "kernel_id": "78524333",
      "votes": 6
    },
    {
      "ref": "robbynevels/dequantization-example-n-16",
      "kernel_id": "78912182",
      "votes": 7
    },
    {
      "ref": "robbynevels/verify-drop-last",
      "kernel_id": "78702520",
      "votes": 2
    },
    {
      "ref": "camillecampbell/bryer-the-singing-notebook",
      "kernel_id": "78824829",
      "votes": 1
    },
    {
      "ref": "jocelyndumlao/birdclef-2025-mfcc-feature-roc-auc-analysis",
      "kernel_id": "78405946",
      "votes": 157
    },
    {
      "ref": "jocelyndumlao/birdclef-2025-inference-w-simplecnn-spectrogram",
      "kernel_id": "78480586",
      "votes": 36
    },
    {
      "ref": "myso1987/birdclef2025-sound-event-visualisations",
      "kernel_id": "78949674",
      "votes": 531
    },
    {
      "ref": "myso1987/birdclef2025-1-crop-audio-5s",
      "kernel_id": "78434237",
      "votes": 59
    },
    {
      "ref": "myso1987/birdclef2025-2-train-baseline-5s",
      "kernel_id": "78437371",
      "votes": 134
    },
    {
      "ref": "myso1987/birdclef2025-3-submit-baseline-5s",
      "kernel_id": "78439837",
      "votes": 132
    },
    {
      "ref": "tbnguyen/notebook484ad3bdfa",
      "kernel_id": "78757955",
      "votes": 1
    },
    {
      "ref": "agcsdedf/birdclef-2025-base-trainer",
      "kernel_id": "78427302",
      "votes": 24
    },
    {
      "ref": "agcsdedf/birdclef-2025-base-submit",
      "kernel_id": "78553492",
      "votes": 98
    },
    {
      "ref": "agcsdedf/birdclef-2025-openvino-inf",
      "kernel_id": "78684039",
      "votes": 62
    },
    {
      "ref": "samvelkoch/birdclef2025-dataprep-melspecs-224x224-5sec",
      "kernel_id": "78367666",
      "votes": 9
    },
    {
      "ref": "samvelkoch/birdclef2025-dataprep-melspecs-224x224-10sec",
      "kernel_id": "78386743",
      "votes": 21
    },
    {
      "ref": "santyagoamaya/colibria-feature-extraction",
      "kernel_id": "78467054",
      "votes": 8
    },
    {
      "ref": "chrisk321/birdclef-2025-eda-submission",
      "kernel_id": "78569867",
      "votes": 10
    },
    {
      "ref": "comp8oe/birdclef25-translate-jp",
      "kernel_id": "78399943",
      "votes": 6
    },
    {
      "ref": "soyabulislamlincoln/birdclef-2025-viz-and-noise-removal",
      "kernel_id": "78517663",
      "votes": 6
    },
    {
      "ref": "younusmohamed/53-01-complete-eda",
      "kernel_id": "78660511",
      "votes": 52
    },
    {
      "ref": "amritarajput54/fork-of-notebookb9c75bc440-main-now",
      "kernel_id": "78908074",
      "votes": 10
    },
    {
      "ref": "amritarajput54/birdclef-2025-solution-eda-deep-learning-lb0-8",
      "kernel_id": "78841488",
      "votes": 97
    },
    {
      "ref": "kadircandrisolu/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "78727667",
      "votes": 953
    },
    {
      "ref": "kadircandrisolu/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "78739069",
      "votes": 712
    },
    {
      "ref": "kadircandrisolu/transforming-audio-to-mel-spec-birdclef-25",
      "kernel_id": "78744232",
      "votes": 457
    },
    {
      "ref": "sunnyvarnawal/eda-pytorch",
      "kernel_id": "78759453",
      "votes": 6
    },
    {
      "ref": "fahadalaumodi/fahad-kaggle",
      "kernel_id": "78829930",
      "votes": 3
    },
    {
      "ref": "rahuljiwane/notebook-bird-rahul-jiwane",
      "kernel_id": "78383972",
      "votes": 21
    },
    {
      "ref": "aman2626786/birdclef-2025-data-visualization",
      "kernel_id": "78826533",
      "votes": 1
    },
    {
      "ref": "missideal20/the-one-notebook",
      "kernel_id": "78793673",
      "votes": 2
    },
    {
      "ref": "jordanvigh/notebook7b07bd25a4",
      "kernel_id": "78938622",
      "votes": 1
    },
    {
      "ref": "aissaabdizakaria/zak-try1",
      "kernel_id": "78571122",
      "votes": 1
    },
    {
      "ref": "leogordon/notebookefc0c27d87",
      "kernel_id": "78815558",
      "votes": 6
    },
    {
      "ref": "s230033021/eda-birdclef-2025",
      "kernel_id": "78895414",
      "votes": 4
    },
    {
      "ref": "potamitis/speech-scanner",
      "kernel_id": "79039694",
      "votes": 10
    },
    {
      "ref": "kumarandatascientist/lb-0-804-efficientnet-b0-pytorch-pipeline",
      "kernel_id": "79130887",
      "votes": 385
    },
    {
      "ref": "sonujha090/audio-to-image",
      "kernel_id": "79906305",
      "votes": 2
    },
    {
      "ref": "karthiksk007/bird-classification-inference",
      "kernel_id": "79618019",
      "votes": 7
    },
    {
      "ref": "adedaran/birdclef-2025-classification-audio",
      "kernel_id": "79790239",
      "votes": 11
    },
    {
      "ref": "carlolepelaars/birdclef-2025-embedding-visualization",
      "kernel_id": "79317754",
      "votes": 18
    },
    {
      "ref": "carlolepelaars/generating-audio-embeddings-with-auditus",
      "kernel_id": "79304929",
      "votes": 35
    },
    {
      "ref": "hlly34/birdclef2025-inference",
      "kernel_id": "79086572",
      "votes": 2
    },
    {
      "ref": "ddbrao11/birdclef-2025",
      "kernel_id": "79179817",
      "votes": 3
    },
    {
      "ref": "danielarmel/birdclef-transformer-train",
      "kernel_id": "79517035",
      "votes": 10
    },
    {
      "ref": "rohitdileep/tensorflow-nn-classification",
      "kernel_id": "79420372",
      "votes": 5
    },
    {
      "ref": "arminajdehnia/efficient-spectrogram-storage-using-lmdb",
      "kernel_id": "79209750",
      "votes": 1
    },
    {
      "ref": "robbynevels/bc25-train-baseline",
      "kernel_id": "79103850",
      "votes": 7
    },
    {
      "ref": "robbynevels/bc25-train-specs-signed-db-80-n-16",
      "kernel_id": "79116091",
      "votes": 4
    },
    {
      "ref": "robbynevels/bc25-infer-baseline-gpu",
      "kernel_id": "79172779",
      "votes": 21
    },
    {
      "ref": "noshakeplz/transforming-audio-to-mel-spec-first-5s",
      "kernel_id": "79036208",
      "votes": 3
    },
    {
      "ref": "roeiyehezkel/birdclef-ds-in-industry",
      "kernel_id": "79374668",
      "votes": 6
    },
    {
      "ref": "codingmaster24/birdclef",
      "kernel_id": "79722329",
      "votes": 6
    },
    {
      "ref": "salmanahmedtamu/labels-tta-efficientnet-b0-pytorch-inference",
      "kernel_id": "79013434",
      "votes": 159
    },
    {
      "ref": "srinivasta/ensemble-learning-with-test-time-augmentation",
      "kernel_id": "79451309",
      "votes": 10
    },
    {
      "ref": "liverpool786/fork-of-lb-0-804-ensemble-of-solutions",
      "kernel_id": "79246110",
      "votes": 101
    },
    {
      "ref": "santyagoamaya/colibria",
      "kernel_id": "79650517",
      "votes": 17
    },
    {
      "ref": "petromozil/birdclef20205-hw",
      "kernel_id": "79270276",
      "votes": 18
    },
    {
      "ref": "midcarryhz/lb-0-784-efficientnet-b0-pytorch-cpu",
      "kernel_id": "79784800",
      "votes": 103
    },
    {
      "ref": "sambui22022517/birdclef-2025-data-0",
      "kernel_id": "79420357",
      "votes": 1
    },
    {
      "ref": "sutravedika/birdclef-2025-2",
      "kernel_id": "79280745",
      "votes": 8
    },
    {
      "ref": "amirjordan23/birdclef-2025-simple-train-single-fold1",
      "kernel_id": "79562107",
      "votes": 4
    },
    {
      "ref": "amritarajput54/labels-tta-efficientnet-b0-pytorch-inference",
      "kernel_id": "79054183",
      "votes": 8
    },
    {
      "ref": "vivekgupta1234/birdclef-2025",
      "kernel_id": "79311616",
      "votes": 1
    },
    {
      "ref": "meteorodaniel/birdclef-2025",
      "kernel_id": "79623555",
      "votes": 2
    },
    {
      "ref": "meteorodaniel/birdclef-submission",
      "kernel_id": "79571165",
      "votes": 5
    },
    {
      "ref": "bahaaltanreisolu/bird-clf-2",
      "kernel_id": "79710946",
      "votes": 5
    },
    {
      "ref": "yifanzhao1224/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "79912971",
      "votes": 3
    },
    {
      "ref": "zhangyuehan151/notebook0bf7a76cf8",
      "kernel_id": "79593305",
      "votes": 1
    },
    {
      "ref": "cauandom/birdclef-2025-nias-ia-equipe-2-cauan-model",
      "kernel_id": "79728587",
      "votes": 6
    },
    {
      "ref": "hiranorm/lb-0-81-efficientnetv2-b0-pytorch-inference",
      "kernel_id": "79613193",
      "votes": 139
    },
    {
      "ref": "acmaitxst/animal-sound-denoising-and-u-net-training",
      "kernel_id": "79859528",
      "votes": 6
    },
    {
      "ref": "xiazhijian/birdclef-output-20250328",
      "kernel_id": "79477347",
      "votes": 12
    },
    {
      "ref": "fujiemon/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "79805849",
      "votes": 2
    },
    {
      "ref": "bachaudhry/birdclef-25-01-exploration-preprocessing",
      "kernel_id": "80830952",
      "votes": 20
    },
    {
      "ref": "quan0095/openvino-py-3-11",
      "kernel_id": "80608535",
      "votes": 5
    },
    {
      "ref": "kazu1998/fork-of-birdclef-25-5fold-focal-random5secondflip2",
      "kernel_id": "80426527",
      "votes": 3
    },
    {
      "ref": "verniy73/transforming-audio-to-mel-spec-without-human-voice",
      "kernel_id": "80602784",
      "votes": 27
    },
    {
      "ref": "verniy73/birdclef-25-5fold-focal-0411",
      "kernel_id": "80646048",
      "votes": 2
    },
    {
      "ref": "paritoshborkar/notebook221abced3a",
      "kernel_id": "80551889",
      "votes": 2
    },
    {
      "ref": "kirillsemenov1315/baseline-v0-inference",
      "kernel_id": "80770152",
      "votes": 2
    },
    {
      "ref": "kirillsemenov1315/baseline-v0-train",
      "kernel_id": "80728158",
      "votes": 8
    },
    {
      "ref": "devasypatel23/birdclef-25-eda",
      "kernel_id": "80227116",
      "votes": 11
    },
    {
      "ref": "shionao7/bird-25-submission-regnety008-v1",
      "kernel_id": "80690015",
      "votes": 270
    },
    {
      "ref": "feliksaltymyshov/birdclef-efficientnet",
      "kernel_id": "80943441",
      "votes": 1
    },
    {
      "ref": "abhinavsharma0706/birds",
      "kernel_id": "80348402",
      "votes": 3
    },
    {
      "ref": "abhinavsharma0706/birdclef-2025",
      "kernel_id": "80350372",
      "votes": 7
    },
    {
      "ref": "laithetrung/data-eda-bc25",
      "kernel_id": "80919585",
      "votes": 3
    },
    {
      "ref": "aminekhammessi/sound-classification",
      "kernel_id": "80454256",
      "votes": 0
    },
    {
      "ref": "sambui22022517/birdclef-2025-data-3",
      "kernel_id": "80001831",
      "votes": 3
    },
    {
      "ref": "sambui22022517/birdclef-2025-data",
      "kernel_id": "80055439",
      "votes": 1
    },
    {
      "ref": "vigneshwar472/dlcv-project-barlow-twins",
      "kernel_id": "80651393",
      "votes": 2
    },
    {
      "ref": "amirjordan23/lb-0-744-effnetb3-justfold4",
      "kernel_id": "80345013",
      "votes": 8
    },
    {
      "ref": "gopalkalawate/mlproject-competitionjoin",
      "kernel_id": "80715084",
      "votes": 1
    },
    {
      "ref": "qmarva/hromagram-generation",
      "kernel_id": "80451647",
      "votes": 11
    },
    {
      "ref": "hongkongbaptist/alllll",
      "kernel_id": "80222399",
      "votes": 0
    },
    {
      "ref": "hongkongbaptist/1hewauifhei",
      "kernel_id": "80824974",
      "votes": 2
    },
    {
      "ref": "jc39963/birdclef-project",
      "kernel_id": "80148183",
      "votes": 3
    },
    {
      "ref": "koushikkumardinda/audio-data-preprocessing-and-feature-extraction",
      "kernel_id": "80648837",
      "votes": 3
    },
    {
      "ref": "koushikkumardinda/birdclef-model-development",
      "kernel_id": "80335235",
      "votes": 0
    },
    {
      "ref": "mariadodonova/birdclef-2025-eda-cv-splits",
      "kernel_id": "80409371",
      "votes": 1
    },
    {
      "ref": "nguyenquangthinhus/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "80640772",
      "votes": 29
    },
    {
      "ref": "meteorodaniel/birdclef-2025-pipeline-de-treino",
      "kernel_id": "80314226",
      "votes": 1
    },
    {
      "ref": "geykhh/demo-devoice",
      "kernel_id": "80562955",
      "votes": 0
    },
    {
      "ref": "geykhh/mydataset",
      "kernel_id": "80574508",
      "votes": 2
    },
    {
      "ref": "victormuryn/audio-hw3",
      "kernel_id": "80212796",
      "votes": 12
    },
    {
      "ref": "dmshumskyi/hw3-audio",
      "kernel_id": "80720782",
      "votes": 7
    },
    {
      "ref": "jiahongpi/birdclef20205-hw",
      "kernel_id": "80131204",
      "votes": 2
    },
    {
      "ref": "zhangyuehan151/notebook171357d54e",
      "kernel_id": "80474487",
      "votes": 1
    },
    {
      "ref": "zhangyuehan151/notebookf92cb5986c",
      "kernel_id": "80809398",
      "votes": 0
    },
    {
      "ref": "zhangyuehan151/notebook70240566d2",
      "kernel_id": "80754481",
      "votes": 1
    },
    {
      "ref": "shanqingying/labels-tta-efficientnet-b0-pytorch-inference",
      "kernel_id": "80089747",
      "votes": 1
    },
    {
      "ref": "overvalueawareness/birdclef-2025-ensemblesome",
      "kernel_id": "80358813",
      "votes": 53
    },
    {
      "ref": "overvalueawareness/bird-25-regnety008-v1-default-v1",
      "kernel_id": "80355654",
      "votes": 155
    },
    {
      "ref": "abdullahalshalabi/notebookbd79487063",
      "kernel_id": "80727563",
      "votes": 0
    },
    {
      "ref": "everlyte/labels-tta-efficientnet-b0-pytorch-inference",
      "kernel_id": "80199347",
      "votes": 2
    },
    {
      "ref": "jj1nnu/notebook45f724b38e",
      "kernel_id": "80095048",
      "votes": 0
    },
    {
      "ref": "liu7my/birdclef-2025",
      "kernel_id": "80211320",
      "votes": 0
    },
    {
      "ref": "kaggle1gyk/train",
      "kernel_id": "80985667",
      "votes": 3
    },
    {
      "ref": "kumarandatascientist/bird25-onlyin-lb-834-changed-cfg",
      "kernel_id": "81767654",
      "votes": 361
    },
    {
      "ref": "locnguyen14/birdclef-2025-submission",
      "kernel_id": "81242833",
      "votes": 2
    },
    {
      "ref": "dedquoc/birdclef-2025-audio-process-with-samples-evaluatio",
      "kernel_id": "81907567",
      "votes": 3
    },
    {
      "ref": "tomkkk/change-secondary-labels-in-train-csv",
      "kernel_id": "81295884",
      "votes": 22
    },
    {
      "ref": "hideyukizushi/bird25-onlyinf-v2-s-focallossbce-cv-962-lb-829",
      "kernel_id": "81715828",
      "votes": 400
    },
    {
      "ref": "kowshikahmed/datamining-cup",
      "kernel_id": "81050492",
      "votes": 0
    },
    {
      "ref": "nikhilpaleti/eval-cnn-scratch",
      "kernel_id": "81733322",
      "votes": 1
    },
    {
      "ref": "nikhilpaleti/efficient-net-b0-eval",
      "kernel_id": "81956107",
      "votes": 5
    },
    {
      "ref": "nikhilpaleti/birdclef-efficientnetb0-train",
      "kernel_id": "81954933",
      "votes": 0
    },
    {
      "ref": "vrushabhbidari/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "81585965",
      "votes": 0
    },
    {
      "ref": "lohithashwa/regnet-008-15-epochs",
      "kernel_id": "81571594",
      "votes": 5
    },
    {
      "ref": "dickschaedel/birdclef-2025-v001-global-distribution",
      "kernel_id": "81690880",
      "votes": 2
    },
    {
      "ref": "divyaprakashr/birdclef-2025-non-speech-activity-detection",
      "kernel_id": "81402372",
      "votes": 0
    },
    {
      "ref": "devasypatel23/using-highpass-filter-to-sieve-out-bird-audio",
      "kernel_id": "81063237",
      "votes": 0
    },
    {
      "ref": "devasypatel23/visualize-samples",
      "kernel_id": "81860898",
      "votes": 0
    },
    {
      "ref": "devasypatel23/analyse-poor-performing-classes",
      "kernel_id": "81940367",
      "votes": 1
    },
    {
      "ref": "samvelkoch/biodenoising",
      "kernel_id": "81232488",
      "votes": 27
    },
    {
      "ref": "shreejithsg/birdclef-shree-grekis",
      "kernel_id": "81399555",
      "votes": 2
    },
    {
      "ref": "shreejithsg/birdclef-grekis",
      "kernel_id": "81733283",
      "votes": 2
    },
    {
      "ref": "lowen2022/bird-25-regnet",
      "kernel_id": "81417603",
      "votes": 9
    },
    {
      "ref": "adamfarrag/yamnet-inference-with-new-classification-head",
      "kernel_id": "81570694",
      "votes": 2
    },
    {
      "ref": "adamfarrag/yamnet-training-new-classification-head",
      "kernel_id": "81318033",
      "votes": 3
    },
    {
      "ref": "mnjalab/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "81983360",
      "votes": 0
    },
    {
      "ref": "mnjalab/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "81983621",
      "votes": 2
    },
    {
      "ref": "laithetrung/data-eda-bc25-compare-processing",
      "kernel_id": "81928066",
      "votes": 0
    },
    {
      "ref": "kokoyama/center5s-rms-analysis-birdclef2025",
      "kernel_id": "81424194",
      "votes": 1
    },
    {
      "ref": "tomkit11/birdclef-2025-starter-notebook",
      "kernel_id": "81883219",
      "votes": 34
    },
    {
      "ref": "nihadaslanzade/birdclef-timeoptimized",
      "kernel_id": "81383349",
      "votes": 0
    },
    {
      "ref": "sunderekkiz/fork-of-efficientnet-b0-pytorch-inference-bird",
      "kernel_id": "81573348",
      "votes": 66
    },
    {
      "ref": "hongkongbaptist/notebook0496142e5d",
      "kernel_id": "81270051",
      "votes": 1
    },
    {
      "ref": "lizhaoguang/audio-to-mel-spec-5s",
      "kernel_id": "81335372",
      "votes": 1
    },
    {
      "ref": "lizhaoguang/efficientnet-train-birdclef-25",
      "kernel_id": "81351020",
      "votes": 6
    },
    {
      "ref": "lizhaoguang/birdclef-25-inference-efficientnet",
      "kernel_id": "81361157",
      "votes": 14
    },
    {
      "ref": "sarthaksharma083/birdclef-submission",
      "kernel_id": "81949066",
      "votes": 0
    },
    {
      "ref": "therishabhmittal05/birdclef",
      "kernel_id": "81570748",
      "votes": 5
    },
    {
      "ref": "mvidhya123/notebook2ca87e752a",
      "kernel_id": "81583548",
      "votes": 0
    },
    {
      "ref": "haokehan/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "81280414",
      "votes": 0
    },
    {
      "ref": "haokehan/try1-2025",
      "kernel_id": "81747420",
      "votes": 0
    },
    {
      "ref": "haokehan/lb-0-804-efficientnet-b0-pytorch-pipeline",
      "kernel_id": "81747114",
      "votes": 4
    },
    {
      "ref": "haokehan/birdclef-25-inference-efficientnet",
      "kernel_id": "81746202",
      "votes": 4
    },
    {
      "ref": "haokehan/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "81746871",
      "votes": 8
    },
    {
      "ref": "sanye233/efficientnet-b0-pytorch-train-1",
      "kernel_id": "81685929",
      "votes": 0
    },
    {
      "ref": "venkateshshukla2023/birdsounddetection",
      "kernel_id": "81940411",
      "votes": 1
    },
    {
      "ref": "phonglmnguynduy/train-efficientnet-b0-none-pl",
      "kernel_id": "81871046",
      "votes": 8
    },
    {
      "ref": "phonglmnguynduy/train-efficientnet-b0-pl",
      "kernel_id": "81994781",
      "votes": 3
    },
    {
      "ref": "shankar0x/main-preprocessor",
      "kernel_id": "81954341",
      "votes": 0
    },
    {
      "ref": "oscarsin/birdclef2025-efficientnetb0-5-fold-ensemble-infere",
      "kernel_id": "81103366",
      "votes": 5
    },
    {
      "ref": "aa0909600601/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "81741053",
      "votes": 4
    },
    {
      "ref": "harukatou/birdclef-2025-train-pipeline",
      "kernel_id": "81963752",
      "votes": 1
    },
    {
      "ref": "andrewf87/bigdata-submission",
      "kernel_id": "81846760",
      "votes": 0
    },
    {
      "ref": "duymaingoc/birdclef-2025-s-submission",
      "kernel_id": "81925960",
      "votes": 0
    },
    {
      "ref": "meteorodaniel/birdclef-inference",
      "kernel_id": "81919903",
      "votes": 2
    },
    {
      "ref": "behnazj/birdnet-mfcc-cnn",
      "kernel_id": "81751458",
      "votes": 1
    },
    {
      "ref": "anhtuan23004/birdclef-2025",
      "kernel_id": "81220052",
      "votes": 2
    },
    {
      "ref": "illurin/birdinference",
      "kernel_id": "81222752",
      "votes": 1
    },
    {
      "ref": "sinzeglius/birdtrain",
      "kernel_id": "81099157",
      "votes": 3
    },
    {
      "ref": "sinzeglius/birdinference",
      "kernel_id": "81111944",
      "votes": 3
    },
    {
      "ref": "quang0150/birdclef-training",
      "kernel_id": "81923058",
      "votes": 1
    },
    {
      "ref": "binguynhoithng/bc25-submissionwithdb",
      "kernel_id": "81892321",
      "votes": 3
    },
    {
      "ref": "kongyanmiao/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "81578102",
      "votes": 3
    },
    {
      "ref": "kongyanmiao/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "81578343",
      "votes": 0
    },
    {
      "ref": "haotianyang42/birdclef",
      "kernel_id": "81526829",
      "votes": 1
    },
    {
      "ref": "tad161104/bird25-onlyinf-v2-s-focallossbce-cv-962-lb-829",
      "kernel_id": "81957053",
      "votes": 22
    },
    {
      "ref": "reshmachandran26/efficientnet-b0-pytorch-train-birdclef-25-midd",
      "kernel_id": "81809759",
      "votes": 0
    },
    {
      "ref": "jingruixu/birdinference",
      "kernel_id": "81222818",
      "votes": 1
    },
    {
      "ref": "nguynvnln22028281/train-databirdclef",
      "kernel_id": "81740207",
      "votes": 0
    },
    {
      "ref": "enemylist/solution-1",
      "kernel_id": "81020444",
      "votes": 2
    },
    {
      "ref": "trjanhrsehtxmustang/bird-sounds",
      "kernel_id": "81225824",
      "votes": 2
    },
    {
      "ref": "chen350783/notebook4d356b4d29",
      "kernel_id": "81552177",
      "votes": 0
    },
    {
      "ref": "nemoingendaa/vision-transformer-patch8-inference-nemo",
      "kernel_id": "81430212",
      "votes": 1
    },
    {
      "ref": "nemoingendaa/copy-vision-transformer-pytorch-train-jochem",
      "kernel_id": "81464544",
      "votes": 0
    },
    {
      "ref": "andrewschroeder42/birdclef-2025-inference",
      "kernel_id": "81159900",
      "votes": 3
    },
    {
      "ref": "jiahaoli0423/noise-efficient-test",
      "kernel_id": "81360310",
      "votes": 3
    },
    {
      "ref": "chicongn/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "81970483",
      "votes": 4
    },
    {
      "ref": "mengsy5522/birdtrain",
      "kernel_id": "81106016",
      "votes": 0
    },
    {
      "ref": "wangningfei/efficientnet-b0-pytorch-inference-wang",
      "kernel_id": "81436331",
      "votes": 2
    },
    {
      "ref": "garystar/efficientnet-b0-pytorch-inference-birdc-356204",
      "kernel_id": "81450370",
      "votes": 0
    },
    {
      "ref": "destuser/wo-rk4",
      "kernel_id": "81282236",
      "votes": 2
    },
    {
      "ref": "destuser/bird25-onlyinf-v2-s-focallossbce-cv-962-lb-829",
      "kernel_id": "81745620",
      "votes": 1
    },
    {
      "ref": "nypate9999/rdforest",
      "kernel_id": "81298407",
      "votes": 1
    },
    {
      "ref": "nyoftrung/data-eda-bc25",
      "kernel_id": "81025618",
      "votes": 4
    },
    {
      "ref": "semverstappen/birdclefml-competition-submission",
      "kernel_id": "81833463",
      "votes": 8
    },
    {
      "ref": "semverstappen/birdclefml-training-validation-script",
      "kernel_id": "81131701",
      "votes": 6
    },
    {
      "ref": "bruceqdu/test-20250515",
      "kernel_id": "82936379",
      "votes": 3
    },
    {
      "ref": "tom99763/sound-event-detection-with-tensorflow-probability",
      "kernel_id": "82955600",
      "votes": 2
    },
    {
      "ref": "shyamgupta196/my-dmc-baseline-for-birdclef2025",
      "kernel_id": "82806274",
      "votes": 5
    },
    {
      "ref": "casperverhoeve/efficientnet-b0-smoothed-no-human-inference",
      "kernel_id": "82817812",
      "votes": 1
    },
    {
      "ref": "rustambazarbayev/birdclef-2025-complete-analysis",
      "kernel_id": "82120523",
      "votes": 8
    },
    {
      "ref": "robbynevels/bc25-dataloading-tests",
      "kernel_id": "82297732",
      "votes": 5
    },
    {
      "ref": "vrushabhbidari/efficientnet-b0-pytorch-inference-birdc-b11c79",
      "kernel_id": "82429233",
      "votes": 1
    },
    {
      "ref": "myso1987/post-processing-with-power-adjustment-for-low-rank",
      "kernel_id": "82968645",
      "votes": 355
    },
    {
      "ref": "lohithashwa/ast-training",
      "kernel_id": "82895410",
      "votes": 1
    },
    {
      "ref": "lohithashwa/ast-inference",
      "kernel_id": "82938713",
      "votes": 0
    },
    {
      "ref": "harukadoyu/audio-to-mel-spec",
      "kernel_id": "82788131",
      "votes": 0
    },
    {
      "ref": "harukadoyu/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "82723760",
      "votes": 0
    },
    {
      "ref": "hitarthpandey/submission-birdclef",
      "kernel_id": "82209683",
      "votes": 0
    },
    {
      "ref": "ryusukei/create-dataset",
      "kernel_id": "82717987",
      "votes": 0
    },
    {
      "ref": "taxuanduy/whisper-inference-birdclef-25",
      "kernel_id": "82210158",
      "votes": 1
    },
    {
      "ref": "taxuanduy/whisper-finetune-birdclef-25",
      "kernel_id": "82550435",
      "votes": 3
    },
    {
      "ref": "adamfarrag/mobilenetv3l-pytorch-inference-birdclef-25",
      "kernel_id": "82129486",
      "votes": 4
    },
    {
      "ref": "adamfarrag/mobilenetv3l-pytorch-train-birdclef-25",
      "kernel_id": "82118620",
      "votes": 2
    },
    {
      "ref": "adamfarrag/deit-vit-pytorch-inference-birdclef-25",
      "kernel_id": "82106833",
      "votes": 3
    },
    {
      "ref": "adamfarrag/deit-vit-pytorch-train-birdclef-25",
      "kernel_id": "82096810",
      "votes": 2
    },
    {
      "ref": "adamfarrag/transforming-audio-to-mel-spec-224-birdclef-25",
      "kernel_id": "82098230",
      "votes": 0
    },
    {
      "ref": "adamfarrag/yamnet-inference-new-classification-head-focalloss",
      "kernel_id": "82356363",
      "votes": 1
    },
    {
      "ref": "adamfarrag/yamnet-training-new-classification-head-focalloss",
      "kernel_id": "82353680",
      "votes": 3
    },
    {
      "ref": "adamfarrag/mobilenetv3l-inv-focalloss-train-birdclef-25",
      "kernel_id": "82392958",
      "votes": 0
    },
    {
      "ref": "adamfarrag/mobilenetv3l-focalloss-inference-birdcle",
      "kernel_id": "82403485",
      "votes": 3
    },
    {
      "ref": "adamfarrag/mobilenetv3l-invfocalloss-inference-birdclef",
      "kernel_id": "82468545",
      "votes": 1
    },
    {
      "ref": "adamfarrag/resnet-pytorch-inference-birdclef-25",
      "kernel_id": "82981174",
      "votes": 2
    },
    {
      "ref": "adamfarrag/resnet-pytorch-train-birdclef-25",
      "kernel_id": "82956284",
      "votes": 1
    },
    {
      "ref": "mnjalab/bird25-onlyinf-v2-s-focallossbce-cv-962-lb-829",
      "kernel_id": "82802925",
      "votes": 2
    },
    {
      "ref": "laithetrung/bc25-eda-audio-augmentation-torch",
      "kernel_id": "82511047",
      "votes": 2
    },
    {
      "ref": "laithetrung/pseudo-label",
      "kernel_id": "82092324",
      "votes": 6
    },
    {
      "ref": "dmunster/eda-efficientnet-b0-inference-birdclef-25",
      "kernel_id": "82981006",
      "votes": 0
    },
    {
      "ref": "svenmeijboom/ensemble-notebook",
      "kernel_id": "82972173",
      "votes": 3
    },
    {
      "ref": "yxw666/train-spec",
      "kernel_id": "82619426",
      "votes": 0
    },
    {
      "ref": "yxw666/bird-data-resample",
      "kernel_id": "82632232",
      "votes": 3
    },
    {
      "ref": "durlabhshukla/simplecnn",
      "kernel_id": "82298165",
      "votes": 3
    },
    {
      "ref": "durlabhshukla/fork-of-birdcelf1",
      "kernel_id": "82918406",
      "votes": 0
    },
    {
      "ref": "hanchenbai/birdclef2025-inference-notebook",
      "kernel_id": "82941603",
      "votes": 3
    },
    {
      "ref": "ducle19/bc25-b0-mpl",
      "kernel_id": "82577722",
      "votes": 0
    },
    {
      "ref": "ducle19/bc25-train-efficientnet-b0",
      "kernel_id": "82464271",
      "votes": 3
    },
    {
      "ref": "anasshahmurshad/birdclef-data-exploration",
      "kernel_id": "82293948",
      "votes": 6
    },
    {
      "ref": "rasamanil/birdclef-2025-working-part1",
      "kernel_id": "82151569",
      "votes": 4
    },
    {
      "ref": "sunderekkiz/fork-of-bird25-onlyinf-v2-s-focallossbce-cv-962-l",
      "kernel_id": "82215020",
      "votes": 1
    },
    {
      "ref": "hongvnphi/psuedo-labeling-birdclef-25",
      "kernel_id": "82109265",
      "votes": 2
    },
    {
      "ref": "palvinder2006/birdclef-training",
      "kernel_id": "82250604",
      "votes": 13
    },
    {
      "ref": "palvinder2006/birdclef-submission",
      "kernel_id": "82258156",
      "votes": 4
    },
    {
      "ref": "sheemamasood/bird-clef-2025-eda",
      "kernel_id": "82892254",
      "votes": 21
    },
    {
      "ref": "sheemamasood/birdclef-2025-data-prepartion",
      "kernel_id": "82946341",
      "votes": 2
    },
    {
      "ref": "pipdesmet/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "82805993",
      "votes": 1
    },
    {
      "ref": "haokehan/efficientnet-b0-pytorch-inference-birdc-da099f",
      "kernel_id": "82797133",
      "votes": 0
    },
    {
      "ref": "haokehan/train-2025-spring",
      "kernel_id": "82396152",
      "votes": 0
    },
    {
      "ref": "hanokh/efficientnet-b0-pytorch-train-birdclef-083416",
      "kernel_id": "82787193",
      "votes": 1
    },
    {
      "ref": "behnazj/avianx-2025",
      "kernel_id": "82215435",
      "votes": 3
    },
    {
      "ref": "samasiayushman/ultimate-guide-visualization-statistics",
      "kernel_id": "82420813",
      "votes": 54
    },
    {
      "ref": "shiinehata/birdclef-pcen-cnn",
      "kernel_id": "82739684",
      "votes": 3
    },
    {
      "ref": "quyuet/notebook4e1c63d589",
      "kernel_id": "82387679",
      "votes": 0
    },
    {
      "ref": "quyuet/efficientnet-b0-inference-birdclef-25",
      "kernel_id": "82388817",
      "votes": 1
    },
    {
      "ref": "quyuet/processing-update-params-birdclef-25",
      "kernel_id": "82388458",
      "votes": 2
    },
    {
      "ref": "giacomoballarin/birdclef-2025-sample-submission",
      "kernel_id": "82172860",
      "votes": 0
    },
    {
      "ref": "hosseinbahraminekoo/birdclef-2025-inference",
      "kernel_id": "82783771",
      "votes": 1
    },
    {
      "ref": "shigeokitamura/efficientnet-b0-pytorch-train",
      "kernel_id": "82846213",
      "votes": 6
    },
    {
      "ref": "shigeokitamura/transforming-audio-to-mel-spec",
      "kernel_id": "82848441",
      "votes": 8
    },
    {
      "ref": "shigeokitamura/efficientnet-b0-pytorch-inference",
      "kernel_id": "82921135",
      "votes": 10
    },
    {
      "ref": "yuxuexue/efficientnet-b0-pytorch-train-birdclef-fbc102",
      "kernel_id": "82724359",
      "votes": 1
    },
    {
      "ref": "houxiyu/efficientnet-b0-pytorch-train-birdclef-d285a8",
      "kernel_id": "82931433",
      "votes": 0
    },
    {
      "ref": "devalpatel01/efficientnet-v3",
      "kernel_id": "82954075",
      "votes": 0
    },
    {
      "ref": "goatyogurt/0-5publicscore",
      "kernel_id": "82576341",
      "votes": 7
    },
    {
      "ref": "chingyumarvinwong25/birdclef",
      "kernel_id": "82651763",
      "votes": 0
    },
    {
      "ref": "chingyumarvinwong25/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "82651974",
      "votes": 0
    },
    {
      "ref": "sietze535/pseudo-label-creator",
      "kernel_id": "82416964",
      "votes": 29
    },
    {
      "ref": "sietze535/efficientnet-b0-train-w-pseudo-label",
      "kernel_id": "82343850",
      "votes": 12
    },
    {
      "ref": "ngoclinh22nlinh/inference-quy",
      "kernel_id": "82527757",
      "votes": 2
    },
    {
      "ref": "nguynvnln22028281/new-efficientnet-birdclef-25",
      "kernel_id": "82419481",
      "votes": 0
    },
    {
      "ref": "yudgnuh/birdclef",
      "kernel_id": "82043859",
      "votes": 5
    },
    {
      "ref": "phancngdng/duong-train",
      "kernel_id": "82430261",
      "votes": 0
    },
    {
      "ref": "phancngdng/try-quy-code",
      "kernel_id": "82313355",
      "votes": 0
    },
    {
      "ref": "vtqunh/efficientnet-vit",
      "kernel_id": "82429174",
      "votes": 13
    },
    {
      "ref": "nguyndebruyne/t11-birdclef-2025",
      "kernel_id": "82462899",
      "votes": 0
    },
    {
      "ref": "hoamyi/birdclef-2025-cnn-basic-resnet-pipieline",
      "kernel_id": "82533384",
      "votes": 3
    },
    {
      "ref": "dungdogodz/notebook633924022a",
      "kernel_id": "82530517",
      "votes": 2
    },
    {
      "ref": "dungdogodz/ensemble-solution",
      "kernel_id": "82913218",
      "votes": 2
    },
    {
      "ref": "plhyai/birdclef-submission-notebook",
      "kernel_id": "82140105",
      "votes": 8
    },
    {
      "ref": "loekie/inference-on-unknown-model",
      "kernel_id": "82366544",
      "votes": 0
    },
    {
      "ref": "loekie/training-notebook-resnet",
      "kernel_id": "82993980",
      "votes": 2
    },
    {
      "ref": "anlozi/bird-25-regnety008",
      "kernel_id": "82173622",
      "votes": 1
    },
    {
      "ref": "zhangguangdian/bird-train",
      "kernel_id": "82790341",
      "votes": 4
    },
    {
      "ref": "zhangguangdian/inference-work",
      "kernel_id": "82808771",
      "votes": 4
    },
    {
      "ref": "jj1nnu/efficientnet-b0-pytorch-training-birdclef-25",
      "kernel_id": "82905237",
      "votes": 1
    },
    {
      "ref": "jj1nnu/birdclef-2025-convnext-v2-lightgbm-training",
      "kernel_id": "82891894",
      "votes": 1
    },
    {
      "ref": "trtuanq/birdcelf2025-train",
      "kernel_id": "82472136",
      "votes": 0
    },
    {
      "ref": "trtuanq/birdcelf2025",
      "kernel_id": "82221684",
      "votes": 1
    },
    {
      "ref": "tianyun233/efficientnet-pytorch-my",
      "kernel_id": "82485742",
      "votes": 0
    },
    {
      "ref": "huandj/notebook-birdcleft",
      "kernel_id": "82413161",
      "votes": 0
    },
    {
      "ref": "nypate9999/efficientnet-cvn-model",
      "kernel_id": "82716586",
      "votes": 1
    },
    {
      "ref": "nypate9999/efficientnet-model-with-focalloss",
      "kernel_id": "82770596",
      "votes": 0
    },
    {
      "ref": "lequangkhai5122005/bc25-train-birdclef",
      "kernel_id": "82285896",
      "votes": 3
    },
    {
      "ref": "lequangkhai5122005/bc25-submission",
      "kernel_id": "82367982",
      "votes": 27
    },
    {
      "ref": "chandrimaucsd/multiclass-foyie-submit",
      "kernel_id": "82848813",
      "votes": 1
    },
    {
      "ref": "parunchaitimklip/birdclef-l-cn240",
      "kernel_id": "82013474",
      "votes": 2
    },
    {
      "ref": "parunchaitimklip/bird-25-regnety008-v1-0-811",
      "kernel_id": "82689280",
      "votes": 1
    },
    {
      "ref": "demonicv/test-submission",
      "kernel_id": "82123644",
      "votes": 7
    },
    {
      "ref": "bunnoob2005/birdclef-25-with-efficientnet-b0",
      "kernel_id": "82457852",
      "votes": 1
    },
    {
      "ref": "dairuiwei/birdclef-2025-with-drw-second",
      "kernel_id": "82902730",
      "votes": 4
    },
    {
      "ref": "clonelinkcheese/notebook3f4d9a1168",
      "kernel_id": "82869270",
      "votes": 1
    },
    {
      "ref": "kumarandatascientist/bird25-weightedblend-0-88",
      "kernel_id": "83913480",
      "votes": 582
    },
    {
      "ref": "stpeteishii/birdclef-audio-clip-lightning-mlp",
      "kernel_id": "83321621",
      "votes": 2
    },
    {
      "ref": "stpeteishii/birdclef-audio-clip-wav-to-npy",
      "kernel_id": "83314485",
      "votes": 1
    },
    {
      "ref": "hideyukizushi/bird25-nfnet-convnextv2-weightedblend-lb-860",
      "kernel_id": "83214963",
      "votes": 433
    },
    {
      "ref": "dynamo14324/notebookceca9dc954",
      "kernel_id": "83689349",
      "votes": 0
    },
    {
      "ref": "dynamo14324/biodiversity-ml-model",
      "kernel_id": "83690054",
      "votes": 0
    },
    {
      "ref": "digantabhattacharya/clef-dataset-enhancer-pre-process",
      "kernel_id": "83222709",
      "votes": 33
    },
    {
      "ref": "aysenursafak/birdclef-2025-last2",
      "kernel_id": "83932869",
      "votes": 1
    },
    {
      "ref": "ryenhails/efficientnet-b0-pytorch-inference-birdc-ensemb",
      "kernel_id": "83025979",
      "votes": 1
    },
    {
      "ref": "chandanreddy10/birdclef-2025",
      "kernel_id": "83058289",
      "votes": 7
    },
    {
      "ref": "pavelssuskis/bird-clef-nosie-on-file-load",
      "kernel_id": "83649290",
      "votes": 0
    },
    {
      "ref": "vineetdairashri/final-bird25-weightedblend-nfnet-convnext-db",
      "kernel_id": "83546013",
      "votes": 52
    },
    {
      "ref": "vineetdairashri/training-model-3",
      "kernel_id": "83897155",
      "votes": 1
    },
    {
      "ref": "aryagaikwad/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "83200059",
      "votes": 4
    },
    {
      "ref": "aryagaikwad/arya-g-efficientnet-b0-pytorch-inference-bird",
      "kernel_id": "83851276",
      "votes": 2
    },
    {
      "ref": "rahibasherief/submission-csv",
      "kernel_id": "83839549",
      "votes": 0
    },
    {
      "ref": "oumiww/bird25beginner-efficientnetb2-0-741",
      "kernel_id": "83657331",
      "votes": 1
    },
    {
      "ref": "sharmajicoder/birdclef-training",
      "kernel_id": "83172423",
      "votes": 7
    },
    {
      "ref": "thebalanceder/bird25-onlyinf-v2-s-focallossbce-cv-962-lb-829",
      "kernel_id": "83818860",
      "votes": 3
    },
    {
      "ref": "adamfarrag/convnext-tiny-pytorch-train-birdclef-25",
      "kernel_id": "83793150",
      "votes": 0
    },
    {
      "ref": "laithetrung/bc25submissionver2",
      "kernel_id": "83024175",
      "votes": 1
    },
    {
      "ref": "sambui22022517/birdclef-2025-data-tiny",
      "kernel_id": "83076888",
      "votes": 0
    },
    {
      "ref": "sambui22022517/birdclef-2025-data-small",
      "kernel_id": "83055046",
      "votes": 1
    },
    {
      "ref": "ttd113/birdclef2025-1-crop-audio-10s",
      "kernel_id": "83445690",
      "votes": 1
    },
    {
      "ref": "johnyim1570/bird25-weightedblend-nfnet-seresnext-0-878",
      "kernel_id": "83883673",
      "votes": 241
    },
    {
      "ref": "manikarikhari/notebook774a8a9a69",
      "kernel_id": "83100229",
      "votes": 0
    },
    {
      "ref": "i2nfinit3y/bird2025-single-sed-model-inference-lb-0-857",
      "kernel_id": "83232058",
      "votes": 329
    },
    {
      "ref": "gregspitz/birdclef-2025-efficientnet-predict-4",
      "kernel_id": "83967000",
      "votes": 1
    },
    {
      "ref": "michael1o2/birdclef25",
      "kernel_id": "83942435",
      "votes": 19
    },
    {
      "ref": "timothylovett/human-voice-removal-caution-around-ruther1",
      "kernel_id": "83172380",
      "votes": 8
    },
    {
      "ref": "yutongzhang20080108/birdclef2025-random-crop-audio-10s",
      "kernel_id": "83079965",
      "votes": 4
    },
    {
      "ref": "yutongzhang20080108/google-bird-vocalization-classifier-clean",
      "kernel_id": "83679064",
      "votes": 16
    },
    {
      "ref": "shkolc/code-notebook-freetojoin-int3405",
      "kernel_id": "83002448",
      "votes": 2
    },
    {
      "ref": "sorachatworasan/training-0-65-0-66",
      "kernel_id": "83228526",
      "votes": 0
    },
    {
      "ref": "sorachatworasan/birdclef2025",
      "kernel_id": "83232404",
      "votes": 3
    },
    {
      "ref": "ricardocipta/birdclef-25-v1",
      "kernel_id": "83632610",
      "votes": 0
    },
    {
      "ref": "spatola/ml-in-practice-assignment",
      "kernel_id": "83313259",
      "votes": 5
    },
    {
      "ref": "sheemamasood/birdclef2025-model-training",
      "kernel_id": "83318623",
      "votes": 4
    },
    {
      "ref": "sheemamasood/birdclef2025-mel-generation",
      "kernel_id": "83331367",
      "votes": 2
    },
    {
      "ref": "sheemamasood/birdclef2025-submissions",
      "kernel_id": "83570854",
      "votes": 3
    },
    {
      "ref": "haokehan/bird-train-final",
      "kernel_id": "83525712",
      "votes": 0
    },
    {
      "ref": "haokehan/to-train-dataset",
      "kernel_id": "83523046",
      "votes": 0
    },
    {
      "ref": "haokehan/bird-infference",
      "kernel_id": "83571719",
      "votes": 7
    },
    {
      "ref": "hurryliu/efficientnet-b0-pytorch-inference-birdc-292701",
      "kernel_id": "83090982",
      "votes": 1
    },
    {
      "ref": "hurryliu/efficientnet-b0-pytorch-train-birdclef-25",
      "kernel_id": "83078667",
      "votes": 1
    },
    {
      "ref": "aa0909600601/bird25-weightedblend-nfnet-convnextv2-lb-860",
      "kernel_id": "83576235",
      "votes": 0
    },
    {
      "ref": "uoftryanren/bird25-inference-seresnext-nfnet-bronze-medal",
      "kernel_id": "83326444",
      "votes": 3
    },
    {
      "ref": "uoftryanren/bird25-openvino-ensemble-infer-baseline-bronze-sol",
      "kernel_id": "83829056",
      "votes": 1
    },
    {
      "ref": "amancy/notebookbc284285fe",
      "kernel_id": "83945734",
      "votes": 1
    },
    {
      "ref": "lanyuchun/generate-2-mel-spectrogram",
      "kernel_id": "83020572",
      "votes": 0
    },
    {
      "ref": "miracklc/resnet-birdclef2025",
      "kernel_id": "83222924",
      "votes": 0
    },
    {
      "ref": "miracklc/mobilenetv3-small-train",
      "kernel_id": "83260158",
      "votes": 2
    },
    {
      "ref": "miracklc/neural-network",
      "kernel_id": "83524693",
      "votes": 0
    },
    {
      "ref": "miracklc/data-visualisations-analysys",
      "kernel_id": "83534248",
      "votes": 1
    },
    {
      "ref": "miracklc/ml-training-gbc-svm",
      "kernel_id": "83484925",
      "votes": 3
    },
    {
      "ref": "miracklc/nn-archithetures",
      "kernel_id": "83438501",
      "votes": 0
    },
    {
      "ref": "miracklc/submission-advanced",
      "kernel_id": "83403046",
      "votes": 2
    },
    {
      "ref": "miracklc/efficientnet-submission",
      "kernel_id": "83408065",
      "votes": 1
    },
    {
      "ref": "miracklc/distillation",
      "kernel_id": "83409282",
      "votes": 0
    },
    {
      "ref": "miracklc/efficientnetv2-s-train",
      "kernel_id": "83325784",
      "votes": 3
    },
    {
      "ref": "miracklc/eff-netv2s",
      "kernel_id": "83384122",
      "votes": 0
    },
    {
      "ref": "hosseinbahraminekoo/birdclef2025-train",
      "kernel_id": "83043669",
      "votes": 1
    },
    {
      "ref": "kongyanmiao/efficientnet-b0-pytorch-inference-birdc-fe474c",
      "kernel_id": "83212371",
      "votes": 0
    },
    {
      "ref": "devalpatel01/efficientnet-v2-submission",
      "kernel_id": "83161141",
      "votes": 2
    },
    {
      "ref": "devalpatel01/efficientnet-pseudolabel-v1",
      "kernel_id": "83715104",
      "votes": 0
    },
    {
      "ref": "devalpatel01/efficientnet-v4",
      "kernel_id": "83887208",
      "votes": 3
    },
    {
      "ref": "sheershsrivas/training-regnet008-on-perch-labels-for-train-data",
      "kernel_id": "83405800",
      "votes": 2
    },
    {
      "ref": "sietze535/pseudo-label-creator-with-dynamic-threshold",
      "kernel_id": "83444006",
      "votes": 3
    },
    {
      "ref": "sietze535/pseudo-label-creator-w-non-linear-threshold-topn",
      "kernel_id": "83507440",
      "votes": 20
    },
    {
      "ref": "alifsathar/bird25-weightedblend-nfnet-convnextv2-lb-860",
      "kernel_id": "83260518",
      "votes": 2
    },
    {
      "ref": "kagger3/notebook1a0bc009bb",
      "kernel_id": "83431358",
      "votes": 1
    },
    {
      "ref": "diogocm/efficientnet-b0-pytorch-inference-birdclef-25",
      "kernel_id": "83304217",
      "votes": 0
    },
    {
      "ref": "plhyai/fork-of-birdclef-submission-notebook",
      "kernel_id": "83002384",
      "votes": 2
    },
    {
      "ref": "loekie/training-notebook-event-detection",
      "kernel_id": "83877552",
      "votes": 0
    },
    {
      "ref": "jj1nnu/birdclef2025-melspecs-256x256-5sec-16bit",
      "kernel_id": "83524659",
      "votes": 0
    },
    {
      "ref": "sinankemalalmaz/the-one",
      "kernel_id": "83402869",
      "votes": 3
    },
    {
      "ref": "markosmarkosyan/notebook8467cb21d0",
      "kernel_id": "83781657",
      "votes": 0
    },
    {
      "ref": "nyoftrung/bc25-eda-convert2meldali",
      "kernel_id": "83954287",
      "votes": 1
    },
    {
      "ref": "aimanwafi99/bird-seeker-2",
      "kernel_id": "83947991",
      "votes": 0
    },
    {
      "ref": "njbaby/birdclef2025-v-2",
      "kernel_id": "83236066",
      "votes": 3
    },
    {
      "ref": "njbaby/transforming-audio-to-mel-spec-birdclef-25",
      "kernel_id": "83236125",
      "votes": 1
    },
    {
      "ref": "pokpong00/training-efficientnet-b3",
      "kernel_id": "83392483",
      "votes": 3
    },
    {
      "ref": "pokpong00/birdclef-v3",
      "kernel_id": "83171538",
      "votes": 2
    },
    {
      "ref": "pokpong00/birdclef-v3-4e3bdc",
      "kernel_id": "83172086",
      "votes": 0
    },
    {
      "ref": "pokpong00/notebook20c2edf1ba",
      "kernel_id": "83741870",
      "votes": 1
    },
    {
      "ref": "asdasadsa/notebook56ddae1392",
      "kernel_id": "83266187",
      "votes": 0
    },
    {
      "ref": "kazutoshiinoue/bird2025-single-sed-model-inference",
      "kernel_id": "83840026",
      "votes": 8
    },
    {
      "ref": "yuchiawu/bird25-openvino-ensemble-infer-baseline-lb-874",
      "kernel_id": "83808981",
      "votes": 5
    },
    {
      "ref": "vialactea/b5-onnxruntime-v1-22",
      "kernel_id": "84234792",
      "votes": 0
    },
    {
      "ref": "vialactea/bird-clef-2025-ensemble-v2-final",
      "kernel_id": "84660870",
      "votes": 7
    },
    {
      "ref": "vialactea/b5-train-ebs-426",
      "kernel_id": "84967256",
      "votes": 7
    },
    {
      "ref": "vladimirsydor/bird-clef-2025-ensemble-v2",
      "kernel_id": "84290682",
      "votes": 4
    },
    {
      "ref": "vladimirsydor/bird-clef-2025-ensemble-v2-final-final",
      "kernel_id": "84914282",
      "votes": 24
    },
    {
      "ref": "vladimirsydor/bird-clef-2025-minimul-inference",
      "kernel_id": "84967491",
      "votes": 3
    },
    {
      "ref": "pondelion/birdclef2025-ensemble-inference",
      "kernel_id": "84468330",
      "votes": 7
    },
    {
      "ref": "siavrez/another-blend-combo-shift-rare",
      "kernel_id": "84482992",
      "votes": 2
    },
    {
      "ref": "leonshangguan/fork-of-fork-of-chektime-final-of-speedup-exp-of-b",
      "kernel_id": "84672298",
      "votes": 2
    },
    {
      "ref": "leonshangguan/chektime-final-of-speedup-exp-of-bird2025-onnx-sub",
      "kernel_id": "84543367",
      "votes": 1
    },
    {
      "ref": "leonshangguan/speedup-exp-of-bird2025-onnx-sub",
      "kernel_id": "84437961",
      "votes": 2
    },
    {
      "ref": "hideyukizushi/bird25-pubnb-g-121-ppv15-convnextv2-nano-e20-s82",
      "kernel_id": "84189427",
      "votes": 11
    },
    {
      "ref": "zuoliao11/birdclef2025-convert-models-openvino",
      "kernel_id": "84556804",
      "votes": 12
    },
    {
      "ref": "zuoliao11/birdclef2025-inference-openvino",
      "kernel_id": "84557944",
      "votes": 31
    },
    {
      "ref": "nikitababich/birdclef2025-1st-place-inference",
      "kernel_id": "84716535",
      "votes": 165
    },
    {
      "ref": "pictureinthenoise/inference-enb0-bird-classification-pub",
      "kernel_id": "84624241",
      "votes": 3
    },
    {
      "ref": "pictureinthenoise/training-enb0-bird-classification-pub",
      "kernel_id": "84623712",
      "votes": 1
    },
    {
      "ref": "lohithashwa/regnet-training-notebook",
      "kernel_id": "84649015",
      "votes": 0
    },
    {
      "ref": "lohithashwa/duration-experiment-with-original-data",
      "kernel_id": "84482991",
      "votes": 0
    },
    {
      "ref": "lohithashwa/efficientnet-duration-exp-with-original-data-inf",
      "kernel_id": "84528668",
      "votes": 2
    },
    {
      "ref": "salmanahmedtamu/fork-of-fork-of-less-smoothing-ensemble-eff-and-nf",
      "kernel_id": "84452329",
      "votes": 11
    },
    {
      "ref": "salmanahmedtamu/20th-place-training",
      "kernel_id": "84995025",
      "votes": 20
    },
    {
      "ref": "maxmelichov/bird25-0-902-auc",
      "kernel_id": "84006018",
      "votes": 12
    },
    {
      "ref": "oles04/birdclef-mulit-label-audio-classification-train",
      "kernel_id": "84439761",
      "votes": 3
    },
    {
      "ref": "oles04/inference-birdclef-model",
      "kernel_id": "84525374",
      "votes": 3
    },
    {
      "ref": "adamfarrag/convnext-tiny-pytorch-inference-birdclef-25",
      "kernel_id": "84299653",
      "votes": 0
    },
    {
      "ref": "dmunster/pseudo-labeling-with-weightedblend-0-88",
      "kernel_id": "84233939",
      "votes": 0
    },
    {
      "ref": "dmunster/pl-power-adjustment-inference-first5-humanless",
      "kernel_id": "84554961",
      "votes": 0
    },
    {
      "ref": "dmunster/pl-efficientnet-b0-pytorch-inference-birdc",
      "kernel_id": "84552281",
      "votes": 0
    },
    {
      "ref": "thitanatnasongkhla/efficientnet-b0-debugging",
      "kernel_id": "84653269",
      "votes": 2
    },
    {
      "ref": "abhijeetsourav/timmsed-training",
      "kernel_id": "84420902",
      "votes": 3
    },
    {
      "ref": "svenmeijboom/calculate-ensemble-weights",
      "kernel_id": "84267381",
      "votes": 0
    },
    {
      "ref": "svenmeijboom/effnet-ensemble",
      "kernel_id": "84430329",
      "votes": 0
    },
    {
      "ref": "svenmeijboom/regnet-ensemble",
      "kernel_id": "84430217",
      "votes": 0
    },
    {
      "ref": "ichigoe/extracting-5-second-segments-with-highest-energy",
      "kernel_id": "84251020",
      "votes": 1
    },
    {
      "ref": "i2nfinit3y/bird2025-9th-place-solution",
      "kernel_id": "84584339",
      "votes": 24
    },
    {
      "ref": "sunderekkiz/bird25-weightedblend-nfnet-seresnext-0-878",
      "kernel_id": "84018089",
      "votes": 2
    },
    {
      "ref": "ngocminhdiego/birdclef",
      "kernel_id": "84687121",
      "votes": 2
    },
    {
      "ref": "mikaelpallas/os-walk2",
      "kernel_id": "84730413",
      "votes": 1
    },
    {
      "ref": "miki42v/birdclef25",
      "kernel_id": "84524346",
      "votes": 0
    },
    {
      "ref": "tranthaiduong123/birdcleff",
      "kernel_id": "84062241",
      "votes": 4
    },
    {
      "ref": "mehedihasanmoon/finala",
      "kernel_id": "84486407",
      "votes": 2
    },
    {
      "ref": "sheemamasood/birdclef2025-psedolabelling-for-ssl",
      "kernel_id": "84162568",
      "votes": 2
    },
    {
      "ref": "haogebob/bird2025-a-great-single-model-lb-0-901",
      "kernel_id": "84561355",
      "votes": 8
    },
    {
      "ref": "tulathornpoonsub/birdsoundeiei",
      "kernel_id": "84685917",
      "votes": 1
    },
    {
      "ref": "yuxuexue/the-version-of-submission",
      "kernel_id": "84511787",
      "votes": 1
    },
    {
      "ref": "houxiyu/birdclef2025-inference-openvino",
      "kernel_id": "84697819",
      "votes": 0
    },
    {
      "ref": "leoferiz/pseudo-train",
      "kernel_id": "84777320",
      "votes": 0
    },
    {
      "ref": "leoferiz/pseudo-creator",
      "kernel_id": "84763464",
      "votes": 1
    },
    {
      "ref": "sheershsrivas/kfold-inference",
      "kernel_id": "84249273",
      "votes": 3
    },
    {
      "ref": "nemoingendaa/efficientnetv2-in21k-pseudo-train",
      "kernel_id": "84394995",
      "votes": 1
    },
    {
      "ref": "nemoingendaa/pseud-label-creator-efficientnet-in21k",
      "kernel_id": "84437618",
      "votes": 0
    },
    {
      "ref": "nemoingendaa/efficientnetv2-in21k-pseudo-14k-inference",
      "kernel_id": "84508253",
      "votes": 0
    },
    {
      "ref": "daniduhnev/efficientnet-b0-pytorch-inference-pseudo-model",
      "kernel_id": "84314758",
      "votes": 0
    },
    {
      "ref": "loekie/inference-notebook-event-detection",
      "kernel_id": "84212796",
      "votes": 0
    },
    {
      "ref": "loekie/multiple-linear-regression-analysis",
      "kernel_id": "84643778",
      "votes": 0
    },
    {
      "ref": "tudorosan03/itdl-2025",
      "kernel_id": "84514818",
      "votes": 4
    },
    {
      "ref": "pokpong00/notebook1f930599bb",
      "kernel_id": "84839420",
      "votes": 1
    },
    {
      "ref": "huojingyu/bird25-weightedblend-nfnet-seresnext-e7d03f",
      "kernel_id": "85865772",
      "votes": 0
    },
    {
      "ref": "niket47/birdclef-2025-fine-tune-ssast-for-classification",
      "kernel_id": "85456112",
      "votes": 0
    },
    {
      "ref": "mariadodonova/birdclef-2025-submission",
      "kernel_id": "85146474",
      "votes": 1
    },
    {
      "ref": "mariadodonova/birdclef-2025-modelling",
      "kernel_id": "85145291",
      "votes": 0
    },
    {
      "ref": "yannaktb/insightful-birdclef-2025-eda",
      "kernel_id": "85059124",
      "votes": 1
    },
    {
      "ref": "aysenursafak/resnet50finetunedmodel",
      "kernel_id": "86595213",
      "votes": 0
    },
    {
      "ref": "rahibasherief/birdclef-inference",
      "kernel_id": "86670552",
      "votes": 0
    },
    {
      "ref": "niket47/birdclef-2025-using-efficient-v2",
      "kernel_id": "86123633",
      "votes": 0
    },
    {
      "ref": "tudorosan03/itdl-sesion-b",
      "kernel_id": "86390499",
      "votes": 0
    },
    {
      "ref": "nochromatic/birdclef-2025-training",
      "kernel_id": "87917395",
      "votes": 0
    },
    {
      "ref": "nochromatic/birdclef-2025-inference",
      "kernel_id": "87918601",
      "votes": 1
    },
    {
      "ref": "hubfor/birdclef-25-transfer-learning-beats",
      "kernel_id": "88770060",
      "votes": 5
    },
    {
      "ref": "hubfor/birdclef-25-transfer-learning-beats-inference",
      "kernel_id": "88798796",
      "votes": 4
    },
    {
      "ref": "xinaocheng/inference-acceleration-pytorch-openvino",
      "kernel_id": "88264944",
      "votes": 4
    },
    {
      "ref": "alexkagozi/birdclef-2025",
      "kernel_id": "91452579",
      "votes": 1
    },
    {
      "ref": "vishwaskaggle645/birdclef2025-1st-place-inference",
      "kernel_id": "91173807",
      "votes": 0
    },
    {
      "ref": "charleswangz/notebook26b0317f42",
      "kernel_id": "96999813",
      "votes": 0
    },
    {
      "ref": "xxjutinnnxx/notebook09aee2a990",
      "kernel_id": "99358576",
      "votes": 0
    },
    {
      "ref": "evelyn03/wh-birdclef",
      "kernel_id": "99940585",
      "votes": 0
    },
    {
      "ref": "robbynevels/bc25-evaluation-512x305-16q-40e",
      "kernel_id": "102478575",
      "votes": 0
    },
    {
      "ref": "mancer146/birdstest",
      "kernel_id": "102724029",
      "votes": 1
    },
    {
      "ref": "licanhou/inference",
      "kernel_id": "103741735",
      "votes": 5
    },
    {
      "ref": "vitaliy612121/idz-matviychukvitalii-6-1212-1",
      "kernel_id": "103103481",
      "votes": 2
    },
    {
      "ref": "nocarbonintelligence/birdclef-eda",
      "kernel_id": "103238681",
      "votes": 3
    },
    {
      "ref": "mancer146/inferenceclefupdated",
      "kernel_id": "104802327",
      "votes": 3
    },
    {
      "ref": "mancer146/clefeda",
      "kernel_id": "104814906",
      "votes": 0
    },
    {
      "ref": "licanhou/model-train",
      "kernel_id": "104256403",
      "votes": 4
    },
    {
      "ref": "cuongng1/efficientnet-b0-pytorch-train-birdclef-70d9b7",
      "kernel_id": "104372866",
      "votes": 0
    },
    {
      "ref": "tangweiyux/bird-clef-2025-ensemble-v2-final",
      "kernel_id": "105681529",
      "votes": 0
    },
    {
      "ref": "quentinshrimpard/submissionnotebook",
      "kernel_id": "107417177",
      "votes": 7
    },
    {
      "ref": "quentinshrimpard/mixedtraining",
      "kernel_id": "107269495",
      "votes": 0
    },
    {
      "ref": "quentinshrimpard/pseudolabeling",
      "kernel_id": "107231665",
      "votes": 0
    },
    {
      "ref": "quentinshrimpard/mobilenettraining",
      "kernel_id": "107116939",
      "votes": 0
    },
    {
      "ref": "gouroveroy/species-identification-in-noisy-soundscapes",
      "kernel_id": "107627822",
      "votes": 8
    },
    {
      "ref": "pointgoat/birdclef-train-baseline1",
      "kernel_id": "109234946",
      "votes": 0
    },
    {
      "ref": "eslamelokpy/birdclef2026-v26c",
      "kernel_id": "112142232",
      "votes": 17
    },
    {
      "ref": "overvalueawareness/bc25-separation-voice-from-data",
      "kernel_id": "113921445",
      "votes": 9
    },
    {
      "ref": "martinaolivato/baseline-training-kerascv",
      "kernel_id": "115819856",
      "votes": 0
    },
    {
      "ref": "samithsachidanandan/transforming-audio-to-mel-spec-birdclef-26",
      "kernel_id": "117308412",
      "votes": 5
    },
    {
      "ref": "martinaolivato/stage-3-multi-stage-pretraining-kerascv",
      "kernel_id": "117513516",
      "votes": 0
    },
    {
      "ref": "martinaolivato/stage-2-multi-stage-pretraining-kerascv",
      "kernel_id": "117512837",
      "votes": 0
    },
    {
      "ref": "samejimatink0/birdclef-2026-hgnetv2-b0-pretrain",
      "kernel_id": "120653190",
      "votes": 5
    },
    {
      "ref": "martinaolivato/stage-4-multi-stage-pretraining-sed",
      "kernel_id": "120878009",
      "votes": 1
    },
    {
      "ref": "tangweiyux/notebookadf4fcf405",
      "kernel_id": "120854950",
      "votes": 0
    },
    {
      "ref": "tangweiyux/notebook1-1",
      "kernel_id": "120971898",
      "votes": 0
    },
    {
      "ref": "tangweiyux/notebook1-2",
      "kernel_id": "120981452",
      "votes": 0
    },
    {
      "ref": "jennyyila/notebook149927cb53",
      "kernel_id": "127832628",
      "votes": 0
    },
    {
      "ref": "jennyyila/yamnet-frozen-lightgbm-export",
      "kernel_id": "127981643",
      "votes": 0
    },
    {
      "ref": "jaysonchen1997/bird-jayson-fastai",
      "kernel_id": "127622565",
      "votes": 0
    },
    {
      "ref": "sachalafargue/projet-oiseau",
      "kernel_id": "135815364",
      "votes": 0
    }
  ],
  "count": 531
}