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Sound Analysis with Matlab Implementation

version 1.3 (338 KB) by

Time and frequency analysis, measurement of the crest factor, the dynamic range, etc.

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The present code is a Matlab program for signal analysis of a given sound file. The analysis includes:
1) Plotting of the:
- signal in the time domain;
- signal in the frequency domain (spectrum);
- signal in the time-frequency domain (spectrogram);
- amplitude probability distribution of the signal;
- autocorrelation function of the signal.
2) Displaying of the:
- minimum and maximum value of the signal;
- standard deviation (RMS-value);
- mean value (DC-value);
- crest-factor Q;
- dynamic range D;
- autocorrelation time.
The code is based on the theory described in:

[1] D. Manolakis, V. Ingle. Applied Digital Signal Processing. Cambridge, Cambridge University Press, 2011.

[2] G. Heinzel, A. Rudiger, R. Schilling. Spectrum and spectral density estimation by the Discrete Fourier transform (DFT), including a comprehensive list of window functions and some new flat-top windows. Germany, Hannover, Max-Planck-Institut für Gravitationsphysik, 2002.

[3] I. Tashev, A. Acero. Statistical Modeling of the Speech Signal. IWAENC 2010, August 30 - September 2 2010, Tel Aviv, Israel.

[4] M. Mijic, D. Masovic, D. Pavlovic, M. Petrovic. Statistical properties of music signals. 126th AES Convention, May 7 – May 10, Munich, Germany. Proceedings of papers, p. 7702, 2009.

[5] Хр. Живомиров, Д. Пламенова. Изследване някои параметри на аудио сигналите. Национална конференция с м.у. „Акустика 2012”, 12 Октомври 2012, Варна / Списание Акустика, ISSN: 1312-4897, год. XIV, бр. 14, стр. 89-95, 2012.

Comments and Ratings (11)

Just what I needed, thank you!

vahid fooladi

Sean Jungst

Thanks a lot! This code helped me create a very interesting GUI project for my Matlab class.

Very nice..
Question) How can i interpret from the autocorrelation graph & value ?

what is the autocorrelation of the music signal?

Hristo Zhivomirov

Hi, Nguyen! The basic reason for a minus sign in front of some dB value is because the logarithm of a number 0<x<1 is negative.

Why dB have "-"?

Thank you very much!

Michael

helal

helal (view profile)

Updates

1.3

A new version of the code has been uploaded.

1.2

A new version of the code has been uploaded.

1.1

Calculation of the autocorrelation function of the signal is added.

MATLAB Release
MATLAB 8.4 (R2014b)
Acknowledgements

Inspired: plotpsd

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