Species Identification from Bioacoustics
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Apr 17, 2025 - Jupyter Notebook
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birdclef
Here are 12 public repositories matching this topic...
Demonstrating the "Reading the Robot Mind" system using a bird audio recognition AI system.
audio python machine-learning ai jupyter bird tensorflow keras songs pattern-recognition troubleshooting signal-analysis sme mindreader lifeclef clef subject-matter-experts birdclef reading-the-robot-mind nussbaum
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Aug 3, 2023 - Jupyter Notebook
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Apr 16, 2025 - Jupyter Notebook
Code and experiments for my submission to the BirdCLEF+ 2025 Kaggle competition.
kaggle kaggle-competition mel-spectrograms fine-grained-recognition efficientnet domain-adversarial-neural-networks birdclef
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Jul 26, 2025 - Jupyter Notebook
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Dec 14, 2022 - Jupyter Notebook
Design of an ablation study for a Machine Learning pipeline. The effect of preprocessing, model or postprocessing modules can be automatically tested.
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Apr 12, 2023 - Python
CPU-ready bioacoustic species recognition pipeline for Kaggle BirdCLEF+ 2026.
python data-science machine-learning notebook pytorch kaggle audio-classification multilabel-classification mel-spectrogram bioacoustics species-recognition birdclef
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Jun 11, 2026 - Python
基于 BirdCLEF 2026 的声音鸟类识别课程项目，包含语音特征工程、传统机器学习、CNN/CRNN 对比、GroupKFold 泛化分析与 Gradio 可视化演示。
machine-learning course-project mfcc audio-classification gradio speech-processing crnn bioacoustics birdclef birdclef2026 log-mel
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Jun 7, 2026 - Python
BirdCLEF+ 2026 bioacoustic detection with Perch embeddings, ProtoSSM, OOF stacking and TTA
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Jun 11, 2026 - Jupyter Notebook
Ablation study for BirdCLEF+ 2026 — companion code for Kaggle notebook series and CLEF 2026 working note
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Apr 27, 2026 - Jupyter Notebook
I made this project with 2 fellow students as a solution for the 2024 BirdCLEF competition.
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Feb 22, 2026 - Jupyter Notebook
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