FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312161569> ?p ?o ?g. }

• W4312161569 endingPage "8559" @default.
• W4312161569 startingPage "8543" @default.
• W4312161569 abstract "Abstract 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). It requires minimal training because it trains an LSTM-with-self-attention model on infant-cry samples automatically detected from the recorded audio through cluster analysis and HMM classification. The audio signal processing uses energy and intonation acoustic features from 100-ms segments to improve spectral robustness to noise. The workflow annotates the input audio with intervals containing infant-cry samples suited for populating a database for neonatological and early diagnosis studies. On 16 min of hospital phone-audio recordings, it reached sufficient infant-cry detection accuracy in 3 neonatal care environments (nursery—69%, sub-intensive—82%, intensive—77%) involving 20 infants subject to heterogeneous cry stimuli, and had substantial agreement with an expert’s annotation. Our workflow is a cost-effective solution, particularly suited for a sub-intensive care environment, scalable to monitor from one to many infants. It allows a hospital to build and populate an extensive high-quality infant-cry database with a minimal investment." @default.
• W4312161569 created "2023-01-04" @default.
• W4312161569 creator A5009188742 @default.
• W4312161569 creator A5013688763 @default.
• W4312161569 creator A5050182792 @default.
• W4312161569 creator A5059093625 @default.
• W4312161569 creator A5073860524 @default.
• W4312161569 date "2022-12-23" @default.
• W4312161569 modified "2023-10-01" @default.
• W4312161569 title "A self-training automatic infant-cry detector" @default.
• W4312161569 cites W1510423795 @default.
• W4312161569 cites W1570211220 @default.
• W4312161569 cites W1599006347 @default.
• W4312161569 cites W1634288476 @default.
• W4312161569 cites W1752044926 @default.
• W4312161569 cites W1844397772 @default.
• W4312161569 cites W1866412111 @default.
• W4312161569 cites W1975879668 @default.
• W4312161569 cites W1979173241 @default.
• W4312161569 cites W1979366321 @default.
• W4312161569 cites W1982109178 @default.
• W4312161569 cites W1991133427 @default.
• W4312161569 cites W1995158879 @default.
• W4312161569 cites W2010705669 @default.
• W4312161569 cites W2013692917 @default.
• W4312161569 cites W2025290119 @default.
• W4312161569 cites W2029336857 @default.
• W4312161569 cites W2034135918 @default.
• W4312161569 cites W2038593237 @default.
• W4312161569 cites W2039687562 @default.
• W4312161569 cites W2042081239 @default.
• W4312161569 cites W20528612 @default.
• W4312161569 cites W2053105573 @default.
• W4312161569 cites W2053154970 @default.
• W4312161569 cites W2057083828 @default.
• W4312161569 cites W2064675550 @default.
• W4312161569 cites W2070115168 @default.
• W4312161569 cites W2075335860 @default.
• W4312161569 cites W2077269223 @default.
• W4312161569 cites W2129901640 @default.
• W4312161569 cites W2130428164 @default.
• W4312161569 cites W2130712314 @default.
• W4312161569 cites W2137300673 @default.
• W4312161569 cites W2144273389 @default.
• W4312161569 cites W2149066749 @default.
• W4312161569 cites W2164777277 @default.
• W4312161569 cites W2166261830 @default.
• W4312161569 cites W2259135914 @default.
• W4312161569 cites W2332100668 @default.
• W4312161569 cites W2401209354 @default.
• W4312161569 cites W2408608837 @default.
• W4312161569 cites W2413794162 @default.
• W4312161569 cites W2465063829 @default.
• W4312161569 cites W2476646335 @default.
• W4312161569 cites W2511301119 @default.
• W4312161569 cites W2522286455 @default.
• W4312161569 cites W2528203230 @default.
• W4312161569 cites W2537091261 @default.
• W4312161569 cites W2622484033 @default.
• W4312161569 cites W2740924709 @default.
• W4312161569 cites W2765873049 @default.
• W4312161569 cites W2801371855 @default.
• W4312161569 cites W2806039717 @default.
• W4312161569 cites W2883466965 @default.
• W4312161569 cites W2888014379 @default.
• W4312161569 cites W2979367835 @default.
• W4312161569 cites W2981822782 @default.
• W4312161569 cites W2987850431 @default.
• W4312161569 cites W3121328487 @default.
• W4312161569 cites W3128663598 @default.
• W4312161569 cites W3131533782 @default.
• W4312161569 cites W3159637489 @default.
• W4312161569 cites W3172678107 @default.
• W4312161569 cites W3208951389 @default.
• W4312161569 cites W4220769417 @default.
• W4312161569 cites W4241209181 @default.
• W4312161569 cites W4243526029 @default.
• W4312161569 cites W4281383881 @default.
• W4312161569 cites W782518471 @default.
• W4312161569 doi "https://doi.org/10.1007/s00521-022-08129-w" @default.
• W4312161569 hasPublicationYear "2022" @default.
• W4312161569 type Work @default.
• W4312161569 citedByCount "1" @default.
• W4312161569 countsByYear W43121615692023 @default.
• W4312161569 crossrefType "journal-article" @default.
• W4312161569 hasAuthorship W4312161569A5009188742 @default.
• W4312161569 hasAuthorship W4312161569A5013688763 @default.
• W4312161569 hasAuthorship W4312161569A5050182792 @default.
• W4312161569 hasAuthorship W4312161569A5059093625 @default.
• W4312161569 hasAuthorship W4312161569A5073860524 @default.
• W4312161569 hasBestOaLocation W43121615691 @default.
• W4312161569 hasConcept C119857082 @default.
• W4312161569 hasConcept C13895895 @default.
• W4312161569 hasConcept C154945302 @default.
• W4312161569 hasConcept C177212765 @default.
• W4312161569 hasConcept C177713679 @default.
• W4312161569 hasConcept C28490314 @default.
• W4312161569 hasConcept C2987404301 @default.

• next