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Ere Oh edited this page Sep 15, 2025
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Welcome to the TorchSig wiki! Check out our Roadmap to see what we are working on.
(new) v1.1.0 -> v2.0.0 Migration Guide
| Title | Year | Cite (APA) |
|---|---|---|
| TorchSig: ML Training for Custom Datasets | 2025 | Oh, E., Mullins, J., Carrick, M., Vondal, M., Hoffman, J., Leonardo, F., Toliver, P., Miller, R. (2025, September). TorchSig 2.0: Dataset Customization, New Transforms and Future Plans. In Proceedings of the GNU Radio Conference (Vol. 10, No. 1). |
| TorchSig: A GNU Radio Block and New Spectrogram Tools for Augmenting ML Training | 2024 | Vallance, P., Oh, E., Mullins, J., Gulati, M., Hoffman, J., & Carrick, M. (2024, September). TorchSig: A GNU Radio Block and New Spectrogram Tools for Augmenting ML Training. In Proceedings of the GNU Radio Conference (Vol. 9, No. 1). |
| Large Scale Radio Frequency Wideband Signal Detection & Recognition | 2022 | Boegner, L., Vanhoy, G., Vallance, P., Gulati, M., Feitzinger, D., Comar, B., & Miller, R. D. (2022). Large Scale Radio Frequency Wideband Signal Detection & Recognition. arXiv preprint arXiv:2211.10335. |
| Large Scale Radio Frequency Signal Classification | 2022 | Boegner, L., Gulati, M., Vanhoy, G., Vallance, P., Comar, B., Kokalj-Filipovic, S., ... & Miller, R. D. (2022). Large Scale Radio Frequency Signal Classification. arXiv preprint arXiv:2207.09918. |