Extraction of geometric and prosodic features from human-gait-speech data   for behavioral pattern detection: Part I

Raj Kumar PATRA; Tilendra Shishir SINHA; Ravi Prakash DUBEY

Makale detayları

Extraction of geometric and prosodic features from human-gait-speech data for behavioral pattern detection: Part I

Yazarlar:

Raj Kumar PATRA | Tilendra Shishir SINHA | Ravi Prakash DUBEY

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 4, pp.2820-2830

Belge Tipi:

Makale

Yayın Tarihi:

7/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000736104

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632

Özet:

 

In this work, we extract prosodic features from subjects   while they are talking while walking using human-gait-speech data. These   human-gait-speech data are separated into 1D data (human-speech) and 2D data   (human-gait) using the adaptive-lifting scheme of wavelet transform. We   carry out extraction of prosodic features from human-speech data, such as   speech duration, pitch, speaking rate, and speech momentum, using five   different natural languages (Hindi, Bengali, Oriya, Chhattisgarhi, and   English) for the detection of behavioral patterns. These behavioral patterns   form real-valued measured parameters, stored in a knowledge-based model   called the human-gait-speech model. Extraction of geometrical features from   human-gait data, such as step length, energy or effort, walking speed, and   gait momentum, is carried out for the authentication of behavioral patterns.   In this paper, the data of 25 subjects of different ages, talking in five   different natural languages while walking, are analyzed for the detection of   behavioral patterns.

Makale detayları

Extraction of geometric and prosodic features from human-gait-speech data for behavioral pattern detection: Part I

Yazarlar: Raj Kumar PATRA | Tilendra Shishir SINHA | Ravi Prakash DUBEY

Yayıncı: TUBITAK

Dergi: Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 4, pp.2820-2830

Belge Tipi: Makale

Yayın Tarihi: 7/2017

Belge Dili: Türkçe

Document ID (Org No.): 2000736104

Sıklık: İki Aylık

eISSN: 1303-6203

pISSN: 1300-0632

Sayı

Yazarlar:

Raj Kumar PATRA | Tilendra Shishir SINHA | Ravi Prakash DUBEY

Yayıncı:

TUBITAK

Dergi:

Turkish Journal of Electrical Engineering and Computer Science 2017 Vol.25 Issue 4, pp.2820-2830

Belge Tipi:

Makale

Yayın Tarihi:

7/2017

Belge Dili:

Türkçe

Document ID (Org No.):

2000736104

Sıklık:

İki Aylık

eISSN:

1303-6203

pISSN:

1300-0632