TY - GEN
T1 - Identification of sounds and sensing technology for home-care applications
AU - Lozano, Héctor
AU - Hernáez, Inmaculada
AU - Camarena, Javier
AU - Díez, Ibai
AU - Navas, Eva
PY - 2012
Y1 - 2012
N2 - This article focuses on an analysis of the needs of Hearing Impaired People and on the development of a recognition of environmental sounds system in a typical home. Based on the extraction of acoustic characteristics (Mel Frequency Cepstral Coefficients, Zero Crossing Rate, Roll Off Point and Spectral Centroid) and their combination with data from presence sensors, an accuracy rate of 88.4% was obtained.
AB - This article focuses on an analysis of the needs of Hearing Impaired People and on the development of a recognition of environmental sounds system in a typical home. Based on the extraction of acoustic characteristics (Mel Frequency Cepstral Coefficients, Zero Crossing Rate, Roll Off Point and Spectral Centroid) and their combination with data from presence sensors, an accuracy rate of 88.4% was obtained.
UR - http://www.scopus.com/inward/record.url?scp=84870936651&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-35395-6_10
DO - 10.1007/978-3-642-35395-6_10
M3 - Conference contribution
AN - SCOPUS:84870936651
SN - 9783642353949
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 74
EP - 81
BT - Ambient Assisted Living and Home Care - 4th International Workshop, IWAAL 2012, Proceedings
T2 - 4th International Workshop on Ambient Assisted Living, IWAAL 2012
Y2 - 3 December 2012 through 5 December 2012
ER -