Data to reproduce: Automated Detection of Poor-Quality Digital Heart Sounds via Noise Augmentation
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2026
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| _version_ | 1866901621743550464 |
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| author | Saini, Somesh |
| author_facet | Saini, Somesh |
| contents | <p>This repository provides baseline audio and precisely scaled, noise-augmented stress-test datasets (mixing cardiac, respiratory, and environmental sounds) required to reproduce the extreme-stress quality robustness evaluation of the AST-QA heart sound classification model. The raw data is utilized when reporudcing, and pre-mixed datasets are available for exploration. </p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19638493 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Data to reproduce: Automated Detection of Poor-Quality Digital Heart Sounds via Noise Augmentation Saini, Somesh <p>This repository provides baseline audio and precisely scaled, noise-augmented stress-test datasets (mixing cardiac, respiratory, and environmental sounds) required to reproduce the extreme-stress quality robustness evaluation of the AST-QA heart sound classification model. The raw data is utilized when reporudcing, and pre-mixed datasets are available for exploration. </p> |
| title | Data to reproduce: Automated Detection of Poor-Quality Digital Heart Sounds via Noise Augmentation |
| url | https://doi.org/10.5281/zenodo.19638493 |