Assessing the intended enthusiasm of singing voice using energy variance

Akinori Ito

doi:10.1109/IIH-MSP.2014.144

Assessing the intended enthusiasm of singing voice using energy variance

Akinori Ito

ENG - Communications Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Singing enthusiasm is a new concept to evaluate singing voice, and the perceived enthusiasm have been shown to be able to be estimated accurately. However, the intended enthusiasm is still difficult to estimate. In this paper, methods to discriminate intended enthusiasm are examined. First, a simple method using the features used for estimation of the perceived enthusiasm is tested, but the discrimination rate was low. Then a method to use temporal deviation of power distribution is examined, and 72% discrimination rate was obtained.

Original language	English
Title of host publication	Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014
Editors	Junzo Watada, Akinori Ito, Jeng-Shyang Pan, Han-Chieh Chao, Chien-Ming Chen
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	558-561
Number of pages	4
ISBN (Electronic)	9781479953905
DOIs	https://doi.org/10.1109/IIH-MSP.2014.144
Publication status	Published - 2014 Dec 24
Event	10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014 - Kitakyushu, Japan Duration: 2014 Aug 27 → 2014 Aug 29

Publication series

Name	Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014

Conference

Conference	10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014
Country/Territory	Japan
City	Kitakyushu
Period	14/8/27 → 14/8/29

Keywords

Singing enthusiasm
intended enthusiasm
singing voice
vocal energy variance

ASJC Scopus subject areas

Information Systems
Artificial Intelligence
Signal Processing

Access to Document

10.1109/IIH-MSP.2014.144

Cite this

Ito, A. (2014). Assessing the intended enthusiasm of singing voice using energy variance. In J. Watada, A. Ito, J-S. Pan, H-C. Chao, & C-M. Chen (Eds.), Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014 (pp. 558-561). [6998390] (Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IIH-MSP.2014.144

Assessing the intended enthusiasm of singing voice using energy variance. / Ito, Akinori.

Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014. ed. / Junzo Watada; Akinori Ito; Jeng-Shyang Pan; Han-Chieh Chao; Chien-Ming Chen. Institute of Electrical and Electronics Engineers Inc., 2014. p. 558-561 6998390 (Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Ito, A 2014, Assessing the intended enthusiasm of singing voice using energy variance. in J Watada, A Ito, J-S Pan, H-C Chao & C-M Chen (eds), Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014., 6998390, Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014, Institute of Electrical and Electronics Engineers Inc., pp. 558-561, 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014, Kitakyushu, Japan, 14/8/27. https://doi.org/10.1109/IIH-MSP.2014.144

Ito A. Assessing the intended enthusiasm of singing voice using energy variance. In Watada J, Ito A, Pan J-S, Chao H-C, Chen C-M, editors, Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 558-561. 6998390. (Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014). https://doi.org/10.1109/IIH-MSP.2014.144

Ito, Akinori. / Assessing the intended enthusiasm of singing voice using energy variance. Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014. editor / Junzo Watada ; Akinori Ito ; Jeng-Shyang Pan ; Han-Chieh Chao ; Chien-Ming Chen. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 558-561 (Proceedings - 2014 10th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2014).

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abstract = "Singing enthusiasm is a new concept to evaluate singing voice, and the perceived enthusiasm have been shown to be able to be estimated accurately. However, the intended enthusiasm is still difficult to estimate. In this paper, methods to discriminate intended enthusiasm are examined. First, a simple method using the features used for estimation of the perceived enthusiasm is tested, but the discrimination rate was low. Then a method to use temporal deviation of power distribution is examined, and 72% discrimination rate was obtained.",

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Assessing the intended enthusiasm of singing voice using energy variance

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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