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Automatic detection of equipment alarms in a neonatal intensive care unit environment: a knowledge-based approach

Autor
Raboshchuk, G.; Jancovic, P.; Nadeu, C.; Peiro, A.; Kokuer, M.; Muñoz, B.; Riverola , A.
Tipus d'activitat
Presentació treball a congrés
Nom de l'edició
16th Annual Conference of the International Speech Communication Association
Any de l'edició
2015
Data de presentació
2015-09-09
Llibre d'actes
INTERSPEECH 2015: 16th Annual Conference of the International Speech Communication Association: Dresden, Germany: September 6-10, 2015
Pàgina inicial
2902
Pàgina final
2906
Editor
International Speech Communication Association (ISCA)
Projecte finançador
Investigación avanzada en tecnologías del habla para aplicación a entornos audiovisuales (SpeechTech4All)
Repositori
http://hdl.handle.net/2117/84519 Obrir en finestra nova
URL
http://www.isca-speech.org/archive/interspeech_2015/i15_2902.html Obrir en finestra nova
Resum
Alarm sounds triggered by biomedical equipment play a key role in providing healthcare in a neonatal intensive care unit (NICU). This paper presents our work on automatic detection of acoustic alarms in a noisy NICU environment, where knowledge about the particular characteristics of each alarm class is integrated at different stages of the detection system. The feature extraction is based on applying, around alarm-specific frequencies, a method for detection of sinusoidal signals, which employs...
Citació
Raboshchuk, G., Jancovic, P., Nadeu, C., Peiro, A., Kokuer, M., Muñoz, B., Riverola , A. Automatic detection of equipment alarms in a neonatal intensive care unit environment: a knowledge-based approach. A: Annual Conference of the International Speech Communication Association. "INTERSPEECH 2015: 16th Annual Conference of the International Speech Communication Association: Dresden, Germany: September 6-10, 2015". Dresden: International Speech Communication Association (ISCA), 2015, p. 2902-2906.
Paraules clau
Acoustic Event Detection, Alarm Detection, Sinusoidal Detection, Neonatal Intensive Care Unit
Grup de recerca
TALP - Centre de Tecnologies i Aplicacions del Llenguatge i la Parla
VEU - Grup de Tractament de la Parla

Participants

  • Raboshchuk, Ganna  (autor ponent)
  • Jancovic, Peter  (autor ponent)
  • Nadeu Camprubí, Climent  (autor ponent)
  • Peiro Lilja, Alexandre Cristian  (autor ponent)
  • Kokuer, Munevver  (autor ponent)
  • Muñoz Mahamud, Blanca  (autor ponent)
  • Riverola de Veciana, Ana  (autor ponent)