CFP last date
20 January 2025
Call for Paper
February Edition
IJCA solicits high quality original research papers for the upcoming February edition of the journal. The last date of research paper submission is 20 January 2025

Submit your paper
Know more
The week's pick
Responsive image
HYBRID ANN AND FIREWORKS ALGORITHM FOR REAL-TIME SOFTWARE RELIABILITY PREDICTION

Ivy Botchway Felix Larbi Aryeh Boniface Kayode Alese
Random Articles
Reseach Article

Noisy Node Detection in Wave File by using Iterative Silhouette Clustering and Vivaldi

by Jagtap V. G., Pande S. S.
journal cover thumbnail

International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 59 - Number 4
Year of Publication: 2012
Authors: Jagtap V. G., Pande S. S.
10.5120/9539-3976

Jagtap V. G., Pande S. S. . Noisy Node Detection in Wave File by using Iterative Silhouette Clustering and Vivaldi. International Journal of Computer Applications. 59, 4 ( December 2012), 45-48. DOI=10.5120/9539-3976

@article{ 10.5120/9539-3976,
author = { Jagtap V. G., Pande S. S. },
title = { Noisy Node Detection in Wave File by using Iterative Silhouette Clustering and Vivaldi },
journal = { International Journal of Computer Applications },
issue_date = { December 2012 },
volume = { 59 },
number = { 4 },
month = { December },
year = { 2012 },
issn = { 0975-8887 },
pages = { 45-48 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume59/number4/9539-3976/ },
doi = { 10.5120/9539-3976 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:05:17.190717+05:30
%A Jagtap V. G.
%A Pande S. S.
%T Noisy Node Detection in Wave File by using Iterative Silhouette Clustering and Vivaldi
%J International Journal of Computer Applications
%@ 0975-8887
%V 59
%N 4
%P 45-48
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

There are various approaches for the noise detection in the audio files. Human ear can detect the sound intensity change of 34 milliseconds. In this paper propose novel method for noisy node detection in the wave file. The wave file is divided in chunks depending on Vivaldi concept. Iterative k-means clusters are created. The silhouette noisy node is detected, by comparing silhouette nodes in all iteration for each chunk.

References
  1. Tag Vaughan, Multimedia – Making it work, 5th edition, TMGH, 2004.
  2. Stefania Cecchi, Laura Romoli, Paolo Peretti, Francesco Piazza, "A Combined Psychoacoustic Approach for Stereo Acoustic Echo Cancellation", IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, VOL. 19, NO. 6, AUGUST 2011.
  3. Mehrez Souden, Jacob Benesty, Sofiène Affes, "On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction", IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, VOL. 18, NO. 2, FEBRUARY 2010.
  4. Martin Bouchard, Yu Feng,"Inverse Structure for Active Noise Control and Combined Active Noise Control/Sound Reproduction Systems", IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, VOL. 9, NO. 2, FEBRUARY 2001.
  5. Jesper Rindom Jensen, Jacob Benesty, Mads Græsbøll Christensen, Søren Holdt Jensen "Non-Causal Time-Domain Filters for Single-Channel Noise Reduction", IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, VOL. 20, NO. 5, JULY 2012.
  6. Tetsuya Hoya, Toshihisa Tanaka, Andrzej Cichocki, Takahiro Murakami, Gen Hori, Jonathon A. Chambers, "Stereophonic Noise Reduction Using a Combined Sliding Subspace Projection and Adaptive Signal Enhancement", IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, VOL. 13, NO. 3, MAY 2005
  7. Ismo Kauppinen, Kari Roth, "Improved Noise Reduction in Audio Signals Using Spectral Resolution EnhancementWith Time-Domain Signal Extrapolation", IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, VOL. 13, NO. 6, NOVEMBER 2005
  8. R. Sibson (1973). "SLINK: an optimally efficient algorithm for the single-link cluster method". The Computer Journal (British Computer Society) 16 (1): 30–34.
  9. COX, R. , DABEK, F. , KAASHOEK, F. , LI, J. , AND MORRIS, R. Practical, distributed network coordinates. In Proc. of the Second workshop on Hot Topics in Networks (HotNets-II) (Nov. 2003).
  10. Peter J. Rousseeuw (1987). "Silhouettes: a Graphical Aid to the Interpretation and Validation of Cluster Analysis". Computational and Applied Mathematics 20: 53–65. doi:10. 1016/0377-0427(87)90125-7
Index Terms

Computer Science
Information Sciences

Keywords

Wave File Silhouette cluster Vivaldi

Powered by PhDFocusTM