Long-Term Spectral Pseudo-Entropy (LTSPE) Feature

Long-Term Spectral Pseudo-Entropy (LTSPE) Feature

Citation Author(s):
mohammad rasoul
kahrizi
Razi University
Submitted by:
mohammad rasoul...
Last updated:
Mon, 09/09/2019 - 17:11
DOI:
10.21227/H2G05K
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Creative Commons Attribution
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Abstract

Speech detection systems are known as a type of audio classifier systems which are used to recognize, detect or mark parts of audio signal including human speech. Here, a novel robust feature named Long-Term Spectral Pseudo-Entropy (LTSPE) is proposed to detect speech and its purpose is to improve performance in combination with other features, increase accuracy and to have acceptable performance. Experimental results show that if LTSPE is combined with other features, performance of the detector is improved. Moreover, this feature has higher accuracy compared to similar ones.

Instructions: 

 please download files from here

 files: 

1. Source code of the LTSPE feature in MATLAB (.m file)

2. Related paper (pdf)

3. Test.WAV file

 

 

                                                                            

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[1] mohammad rasoul kahrizi, "Long-Term Spectral Pseudo-Entropy (LTSPE) Feature", IEEE Dataport, 2017. [Online]. Available: http://dx.doi.org/10.21227/H2G05K. Accessed: Apr. 03, 2020.
@data{h2g05k-17,
doi = {10.21227/H2G05K},
url = {http://dx.doi.org/10.21227/H2G05K},
author = {mohammad rasoul kahrizi },
publisher = {IEEE Dataport},
title = {Long-Term Spectral Pseudo-Entropy (LTSPE) Feature},
year = {2017} }
TY - DATA
T1 - Long-Term Spectral Pseudo-Entropy (LTSPE) Feature
AU - mohammad rasoul kahrizi
PY - 2017
PB - IEEE Dataport
UR - 10.21227/H2G05K
ER -
mohammad rasoul kahrizi. (2017). Long-Term Spectral Pseudo-Entropy (LTSPE) Feature. IEEE Dataport. http://dx.doi.org/10.21227/H2G05K
mohammad rasoul kahrizi, 2017. Long-Term Spectral Pseudo-Entropy (LTSPE) Feature. Available at: http://dx.doi.org/10.21227/H2G05K.
mohammad rasoul kahrizi. (2017). "Long-Term Spectral Pseudo-Entropy (LTSPE) Feature." Web.
1. mohammad rasoul kahrizi. Long-Term Spectral Pseudo-Entropy (LTSPE) Feature [Internet]. IEEE Dataport; 2017. Available from : http://dx.doi.org/10.21227/H2G05K
mohammad rasoul kahrizi. "Long-Term Spectral Pseudo-Entropy (LTSPE) Feature." doi: 10.21227/H2G05K