Baby Cry Detection in Domestic Environment using Deep Learning

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Ijzerman, Hans;
(2017)
  • Related identifiers: doi: 10.17605/OSF.IO/9XCKZ
  • Subject: bepress|Social and Behavioral Sciences|Psychology|Developmental Psychology | bepress|Engineering | bepress|Social and Behavioral Sciences|Psychology | bepress|Social and Behavioral Sciences | bepress|Social and Behavioral Sciences|Psychology|Social Psychology | bepress|Engineering|Operations Research, Systems Engineering and Industrial Engineering

Automatic detection of a baby cry in audio signals is an essential step in applications such as remote baby monitoring. It is also important for researchers, who study the relation between baby cry patterns and various health or developmental parameters. In this paper, ... View more
  • References (12)
    12 references, page 1 of 2

    [1] D. Stowell, D. Giannoulis, E. Benetos, M. Lagrange, and M. D. Plumbley, “Detection and classification of acoustic scenes and events,” IEEE Transactions on Multimedia, vol. 17, no. 10, pp. 1733-1746, Oct 2015.

    [2] D. Barchiesi, D. Giannoulis, D. Stowell, and M. D. Plumbley, “Acoustic scene classification: Classifying environments from the sounds they produce,” IEEE Signal Processing Magazine, vol. 32, no. 3, pp. 16- 34, May 2015.

    [3] L. L. LaGasse, A. R. Neal, and B. M. Lester, “Assessment of infant cry: Acoustic cry analysis and parental perception,” Mental Retardation and Developmental Disabilities Research Reviews, vol. 11, no. 1, pp. 83-93, 2005.

    [4] L. Beckes, H. IJzerman, and M. Tops, “Toward a radically embodied neuroscience of attachment and relationships,” Frontiers in Human Neuroscience, vol. 9, p. 266, 2015.

    [5] J. Saraswathy, M. Hariharan, S. Yaacob, and W. Khairunizam, “Automatic classification of infant cry: A review,” in 2012 International Conference on Biomedical Engineering (ICoBE), Feb 2012, pp. 543- 548.

    [6] G. Varallyay, “The melody of crying,” International Journal of Pediatric Otorhinolaryngology, vol. 71, no. 11, pp. 1699-1708, Nov. 2007.

    [7] R. Cohen and Y. Lavner, “Infant cry analysis and detection,” 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel (IEEEI 2012), pp. 2-6, 2012.

    [8] H. IJzerman et al., “A theory of social thermoregulation in human primates,” Frontiers in Psychology, vol. 6, no. 464, 2015.

    [9] A. M. Noll, “Cepstrum pitch determination,” The Journal of the Acoustical Society of America, vol. 41, no. 2, pp. 293-309, 1967.

    [10] X. Huang, A. Acero, and H.-W. Hon, Spoken Language Processing: A Guide to Theory, Algorithm, and System Development. Prentice Hall PTR, 2001.

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