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Dataset Card for Chirp Spectrograms
Images & Corresponding Labels for Signal Processing Research
📊 Sample Generated Spectrograms
📝 Dataset Description
This dataset contains 100,000 synthetic chirp spectrograms with corresponding labels, generated for research in signal processing and machine learning applications. The dataset is particularly useful for developing and testing models for chirp signal detection and localization.
🧑💻 Curated by
Nooshin Bahador
💰 Funded by
Canadian Neuroanalytics Scholars Program
📜 License
MIT
🔗 Dataset Sources
GitHub Repository
Research Paper
🗂 Dataset Structure
Content Includes:
- Spectrogram images
- Corresponding labels including chirp parameters and locations
- Metadata about generation parameters
Data Collection and Processing
Data was synthetically generated using the provided Python package, with parameters randomly sampled from physiologically relevant ranges.
Repository: GitHub Package
📄 Citation
Bahador, N., & Lankarany, M. (2025). Chirp localization via fine-tuned transformer model: A proof-of-concept study. arXiv preprint arXiv:2503.22713. [PDF]
ℹ️ More Information
For more information and generation code, visit the GitHub repository.
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