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      "ref": "sabahesaraki/birdclef-effnet-2023",
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      "ref": "siddharthkumarsah/birdclef-2023-eda",
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      "ref": "sabahesaraki/birdclef-2023-challenge",
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      "ref": "davidjohnmillard/birdclef-tfrecord",
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      "ref": "eishkaran/bird-clef-2023-lb-0-77",
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      "ref": "abhisekdash37/birdclefeda-extract-call-signal",
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      "ref": "vladimirsydor/bird-clef-2023-inference-v1",
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      "ref": "eishkaran/birdclef-competition-1",
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      "ref": "trinhphuong98/training-model",
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      "ref": "akashdasp/bird-clef",
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    {
      "ref": "lonnieqin/bird-species-classification-with-efficientnet-v2",
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    {
      "ref": "vimukthi1997/birdclef-2023-competition-eda",
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      "ref": "morodertobias/bc23-audio-processing-first-steps",
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    {
      "ref": "sanjayacharjee/bird-train-lightning",
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      "ref": "ghostcxs/bclef-train",
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      "ref": "sprestrelski/birdclef-post-submission",
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    {
      "ref": "vpkprasanna/eda-visuvalizations-birdclef-2023",
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      "ref": "sanandachowdhury/birdclef23-effnet-fsr-cutmixup-train-d7784c",
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      "ref": "jonasotto/birbs",
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      "ref": "kuntalpal/bird-clef-baseline",
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      "ref": "lonnieqin/bird-species-classification-with-efficientnet",
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      "ref": "denismunene/birds-data-understanding",
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      "ref": "vyegyanathan/understanding-birdclef-audio-data",
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      "ref": "krishnendudey/birdclef-starter-notebook",
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      "ref": "haydenismith/birdclef-2023-data-pipeline-lstm-network",
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      "ref": "paulojunqueira/pew-pew-overview-birdclef-2023",
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      "ref": "hinepo/visualizing-mel-spectrograms-and-noise-reduce",
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      "ref": "sawsanshakir/notebook-birdclef-2023",
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      "ref": "zzy990106/birdclef-21-22-23-species-overlap",
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      "ref": "awsaf49/birdclef23-effnet-fsr-cutmixup-infer",
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    {
      "ref": "miltiadesgeneral/inferringbirdsml",
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      "ref": "adityarahul/edabirdclef",
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    {
      "ref": "awsaf49/birdclef23-effnet-fsr-cutmixup-train",
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    {
      "ref": "hideyukizushi/bird-inf-torch-timm-tf-efficientnetv2-s-fold3-5",
      "votes": 34
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    {
      "ref": "manishchouhan454544/notebook1054076446",
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    {
      "ref": "venkatkumar001/day3-eda-audioanalysis",
      "votes": 9
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    {
      "ref": "haydenismith/birdclef-2023-ogg-file-spectrogram",
      "votes": 11
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    {
      "ref": "bibanh/lb-0-72-resnet34-melspectrogram-stage-2-inference",
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    {
      "ref": "gpreda/birdclef-2023-metadata-and-sound-data-exploration",
      "votes": 23
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      "ref": "asimple/eda-birdclef",
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    {
      "ref": "bibanh/lb-0-72-resnet34-melspectrogram-stage-1-training",
      "votes": 102
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      "ref": "nivk0906/inferring-birds-with-kaggle-models-01f7a4",
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    {
      "ref": "sanandachowdhury/eda-birdclef-interactive-visualisations",
      "votes": 8
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    {
      "ref": "burhanuddinlatsaheb/eda-visualizations-audio-exploration",
      "votes": 157
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    {
      "ref": "haydenismith/eda-bird-call-species-predictions",
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    {
      "ref": "benjenkins96/identify-eastern-african-bird-species-cmap-77",
      "votes": 42
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    {
      "ref": "mayukh18/birdclef-eda-quickstart-sound-on",
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    {
      "ref": "dinowun/eda-simplified-birdclef-2023",
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    {
      "ref": "eslamfouad/birdclef-2023-mlm-predictions",
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    {
      "ref": "mpwolke/africa-birdclef-respect-diversity",
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      "ref": "imvision12/birdclef-2023-efficientnet-training",
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    {
      "ref": "debarshichanda/pytorch-birdclef23-starter",
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    {
      "ref": "jirkaborovec/birdclef-eda-world-atlas-with-birds",
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    {
      "ref": "ishandutta/intuitive-audio-machine-learning-tutorial-w-b",
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    {
      "ref": "shreydan/audio-visualization-eda-listen",
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    {
      "ref": "jirkaborovec/birdclef-convert-spectrograms-reduce-noise",
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    {
      "ref": "leonidkulyk/eda-birdclef-plotly-vis-map-audio",
      "votes": 125
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      "ref": "stefankahl/how-to-submit-to-birdclef-2023",
      "votes": 47
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    {
      "ref": "nilaychauhan/birdclef-23-transfer-learning-using-kaggle-models",
      "votes": 50
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      "ref": "philculliton/inferring-birds-with-kaggle-models",
      "votes": 1372
    },
    {
      "ref": "imeintanis/birdclef-interactive-spectrogram-viewer",
      "votes": 45
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  ]
}