عنوان

Soft Computing in Acoustics :

(Number (ISBN

3790818755

(Number (ISBN

9783790818758

Number

b588254

Title Proper

Soft Computing in Acoustics :

General Material Designation

[Book]

Other Title Information

Applications of Neural Networks, Fuzzy Logic and Rough Sets to Musical Acoustics

First Statement of Responsibility

by Boz̊ena Kostek.

Place of Publication, Distribution, etc.

Heidelberg

Name of Publisher, Distributor, etc.

Physica-Verlag HD

Date of Publication, Distribution, etc.

1999

Specific Material Designation and Extent of Item

1 ressource en ligne (XV, 244 pages)

Series Title

Studies in Fuzziness and Soft Computing, 31.

Text of Note

1. Introduction --; 2. Some Selected Soft Computing Tools and Techniques --; 3. Preprocessing of Acoustical Data --; 4. Automatic Classification of Musical Instrument Sounds --; 5. Automatic Recognition of Musical Phrases --; 6. Intelligent Processing of Test Results --; 7. Control Applications --; 8. Conclusions --; 9. References.

Text of Note

Applications of some selected soft computing methods to acoustics and sound engineering are presented in this book. The aim of this research study is the implementation of soft computing methods to musical signal analysis and to the recognition of musical sounds and phrases. Accordingly, some methods based on such learning algorithms as neural networks, rough sets and fuzzy-logic were conceived, implemented and tested. Additionally, the above-mentioned methods were applied to the analysis and verification of subjective testing results. The last problem discussed within the framework of this book was the problem of fuzzy control of the classical pipe organ instrument. The obtained results show that computational intelligence and soft computing may be used for solving some vital problems in both musical and architectural acoustics.

Business -- Data processing.

Information technology.

Physics.

Class number

Book number

by Boz̊ena Kostek.

Boz̊ena Kostek

Electronic name

[Book]

Y