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7 - Advanced topics

Published online by Cambridge University Press:  28 January 2010

Ian McLoughlin
Affiliation:
Nanyang Technological University, Singapore
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Summary

So far this book has dealt with individual subjects ranging from background material on audio, its handling with Matlab, speech, hearing, and on to the commercially important topics of communications and analysis. Each of these has been relatively self-contained in scope, although the more advanced speech compression methods of the previous chapter did introduce some limited psychoacoustic features.

In this chapter we will progress onward: we will discuss and describe advanced topics that combine processing elements relating to both speech and hearing – computer models of the human hearing system that can be used to influence processing of speech (and audio), and computer models of speech that can be used for analysis and modification of the speech signal.

By far the most important of these topics is introduced first: psychoacoustic modelling, without which MP3 and similar audio formats, and the resultant miniature music players from Creative, Apple, iRiver, and others, would not exist.

Psychoacoustic modelling

Remember back in Section 4.2 we claimed that this marriage of the art of psychology and the science of acoustics was important in forming a link between the purely physical domain of sound and the experience of a listener? In this section we will examine further to see why and how that happens.

It follows that a recording of a physical sound wave – which is a physical representation of the audio – contains elements which are very relevant to a listener, and elements which are not. At one extreme, some of the recorded sound may be inaudible to a listener.

Type
Chapter
Information
Applied Speech and Audio Processing
With Matlab Examples
, pp. 160 - 199
Publisher: Cambridge University Press
Print publication year: 2009

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  • Advanced topics
  • Ian McLoughlin, Nanyang Technological University, Singapore
  • Book: Applied Speech and Audio Processing
  • Online publication: 28 January 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511609640.008
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  • Advanced topics
  • Ian McLoughlin, Nanyang Technological University, Singapore
  • Book: Applied Speech and Audio Processing
  • Online publication: 28 January 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511609640.008
Available formats
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Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Advanced topics
  • Ian McLoughlin, Nanyang Technological University, Singapore
  • Book: Applied Speech and Audio Processing
  • Online publication: 28 January 2010
  • Chapter DOI: https://doi.org/10.1017/CBO9780511609640.008
Available formats
×