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README.md

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-license: mit
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+---
+license: mit
+---
+
+<div style="display: flex; flex-wrap: wrap; gap: 15px; margin-top: 15px;">
+    <div style="flex: 1; min-width: 200px; background: white; border-radius: 8px; padding: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+        <h4 style="margin-top: 0; color: #5f6368;">🧑‍💻 Curated by</h4>
+        <p>Nooshin Bahador</p>
+    </div>
+    <div style="flex: 1; min-width: 200px; background: white; border-radius: 8px; padding: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+        <h4 style="margin-top: 0; color: #5f6368;">💰 Funded by</h4>
+        <p>Canadian Neuroanalytics Scholars Program</p>
+    </div>
+    <div style="flex: 1; min-width: 200px; background: white; border-radius: 8px; padding: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+        <h4 style="margin-top: 0; color: #5f6368;">📜 License</h4>
+        <p>MIT</p>
+    </div>
+</div>
+</div>
+
+<div style="background: #f8f9fa; border-radius: 8px; padding: 20px; margin-bottom: 20px; border-left: 4px solid #ea4335;">
+<h2 style="margin-top: 0;">🔗 Dataset Sources</h2>
+<div style="display: flex; flex-wrap: wrap; gap: 15px;">
+    <div style="flex: 1; min-width: 250px; background: white; border-radius: 8px; padding: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+        <h4 style="margin-top: 0;">GitHub Repository</h4>
+        <p><a href="https://github.com/nbahador/chirp_spectrogram_generator/tree/main">Chirp Spectrogram Generator</a></p>
+    </div>
+    <div style="flex: 1; min-width: 250px; background: white; border-radius: 8px; padding: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+        <h4 style="margin-top: 0;">Research Paper</h4>
+        <p><a href="https://arxiv.org/pdf/2503.22713">ArXiv Publication</a></p>
+    </div>
+</div>
+</div>
+
+<div style="background: #f8f9fa; border-radius: 8px; padding: 20px; margin-bottom: 20px; border-left: 4px solid #fbbc05;">
+<h2 style="margin-top: 0;">🗂 Dataset Structure</h2>
+<div style="background: white; border-radius: 8px; padding: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1); margin-bottom: 15px;">
+    <h4 style="margin-top: 0;">Content Includes:</h4>
+    <ul>
+        <li>Spectrogram images</li>
+        <li>Corresponding labels including chirp parameters and locations</li>
+        <li>Metadata about generation parameters</li>
+    </ul>
+</div>
+
+<div style="background: white; border-radius: 8px; padding: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+    <h4 style="margin-top: 0;">Data Collection and Processing</h4>
+    <p>Data was synthetically generated using the provided Python package, with parameters randomly sampled from physiologically relevant ranges.</p>
+    <p><strong>Repository:</strong> <a href="https://github.com/nbahador/chirp_spectrogram_generator/tree/main">GitHub Package</a></p>
+</div>
+</div>
+
+<div style="background: #f8f9fa; border-radius: 8px; padding: 20px; margin-bottom: 20px; border-left: 4px solid #673ab7;">
+<h2 style="margin-top: 0;">📄 Citation</h2>
+<div style="background: white; border-radius: 8px; padding: 15px; box-shadow: 0 2px 4px rgba(0,0,0,0.1);">
+    <p>Bahador, N., & Lankarany, M. (2025). Chirp localization via fine-tuned transformer model: A proof-of-concept study. arXiv preprint arXiv:2503.22713. <a href="https://arxiv.org/pdf/2503.22713">[PDF]</a></p>
+</div>
+</div>
+
+<div style="background: #f8f9fa; border-radius: 8px; padding: 20px; border-left: 4px solid #00bcd4;">
+<h2 style="margin-top: 0;">ℹ️ More Information</h2>
+<p>For more information and generation code, visit the <a href="https://github.com/nbahador/chirp_spectrogram_generator/tree/main">GitHub repository</a>.</p>
+
+<div style="margin-top: 15px; padding-top: 15px; border-top: 1px solid #e0e0e0;">
+    <h4 style="margin-bottom: 5px;">Dataset Card Authors</h4>
+    <p><a href="https://www.linkedin.com/in/nooshin-bahador-30348950/">Nooshin Bahador</a></p>
+</div>
+</div>