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Matlab Audio Analysis Library

version 1.2.0.0 (8.81 MB) by Theodoros Giannakopoulos
Companion material for the book "Introduction to Audio Analysis, A MATLAB approach"

42 Downloads

Updated 18 Mar 2014

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This is the MATLAB code of the book:
"Introduction to Audio Analysis, A MATLAB® Approach", Theodoros Giannakopoulos and Aggelos Pikrakis, 2014, Academic Press, 9780080993881.
Book Links:
http://store.elsevier.com/Introduction-to-Audio-Analysis/Theodoros-Giannakopoulos/isbn-9780080993881/
http://www.amazon.com/Introduction-Audio-Analysis-MATLAB%C2%AE-Approach/dp/0080993885
Important Note:
Due to quota limits, the current zip file does not contain the data files (e.g, example audio files) used in the book. These can be found in the following link:
http://iit.demokritos.gr/~tyianak/audioAnalysisLibraryData.zip . Download this file and then unzip "data" folder in the same path as "library" of the current submission. Alternatively, you can directly download both the library and the data in a common zip file here: http://iit.demokritos.gr/~tyianak/audioAnalysisLibrary.zip

In general, the library covers a wide range of audio analysis tasks, including:
- general audio handling (I/O, playback, recording, etc)
- audio processing
- feature extraction
- classification
- segmentation
- music information retrieval

Below are some particular methods/algorithms presented in the library:
- signal recording / playback
- audio filtering
- short-time audio processing
- short-time FFT
- short-term energy, zero crossing rate, entropy of energy
- chroma vector, spectral features (flux, centroid, etc)
- pitch, fundumental frequency
- audio segment classification: k-Nearest Neighbor Classifier, Support Vector Machines, Decision Trees
- audio segmentation
- Hidden Markov Models, Dynamic Programming
- Music summarization, audio thumbnailing, music visualization, dimensionality reduction

The "readme.html" file contains a general description of both the library and the audio data contents, however a complete description of the individual functionalities is given in the book.

Comments and Ratings (14)

Anusha

Anusha (view profile)

can you please upload library data folder again? Its no more in the link you mentioned.Thanks.

Where is the library located? The link given does not exist any more.

the data folder does not exist in the link

jing zhang

lala

lala (view profile)

This is a great way to get into the way Audio Forensic examiners need to understand and use to analyze evidence.

Update: For a similar library in python, please check: https://github.com/tyiannak/pyAudioAnalysis/

sumant

sumant (view profile)

hj d

hj d (view profile)

hj d

hj d (view profile)

Eugene

Eugene (view profile)

Updates

1.2.0.0

Minor Changes in Description

1.1.0.0

Minor changes in description

MATLAB Release Compatibility
Created with R2012a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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