A self-training automatic infant-cry detector
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Springer
2023
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Online Access: | https://link.springer.com/article/10.1007/s00521-022-08129-w https://dlib.phenikaa-uni.edu.vn/handle/PNK/7333 |
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oai:localhost:PNK-73332023-03-30T06:49:35Z A self-training automatic infant-cry detector Gianpaolo, Coro Serena, Bardelli Armando, Cuttano Neonatologists automatic assistive systems CC BY Infant cry is one of the first distinctive and informative life signals observed after birth. Neonatologists and automatic assistive systems can analyse infant cry to early-detect pathologies. These analyses extensively use reference expert-curated databases containing annotated infant-cry audio samples. However, these databases are not publicly accessible because of their sensitive data. Moreover, the recorded data can under-represent specific phenomena or the operational conditions required by other medical teams. Additionally, building these databases requires significant investments that few hospitals can afford. This paper describes an open-source workflow for infant-cry detection, which identifies audio segments containing high-quality infant-cry samples with no other overlapping audio events (e.g. machine noise or adult speech). 2023-03-30T06:49:34Z 2023-03-30T06:49:34Z 2023 Book https://link.springer.com/article/10.1007/s00521-022-08129-w https://dlib.phenikaa-uni.edu.vn/handle/PNK/7333 en application/pdf Springer |
institution |
Digital Phenikaa |
collection |
Digital Phenikaa |
language |
English |
topic |
Neonatologists automatic assistive systems |
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Neonatologists automatic assistive systems Gianpaolo, Coro Serena, Bardelli Armando, Cuttano A self-training automatic infant-cry detector |
description |
CC BY |
format |
Book |
author |
Gianpaolo, Coro Serena, Bardelli Armando, Cuttano |
author_facet |
Gianpaolo, Coro Serena, Bardelli Armando, Cuttano |
author_sort |
Gianpaolo, Coro |
title |
A self-training automatic infant-cry detector |
title_short |
A self-training automatic infant-cry detector |
title_full |
A self-training automatic infant-cry detector |
title_fullStr |
A self-training automatic infant-cry detector |
title_full_unstemmed |
A self-training automatic infant-cry detector |
title_sort |
self-training automatic infant-cry detector |
publisher |
Springer |
publishDate |
2023 |
url |
https://link.springer.com/article/10.1007/s00521-022-08129-w https://dlib.phenikaa-uni.edu.vn/handle/PNK/7333 |
_version_ |
1761821914079166464 |
score |
8.891145 |