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Birdsong Analysis: a Look Inside from Information Science


Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description

Songbirds have been actively studied for their complex brain mechanism of sensor-motor integration during song learning. Our subject bird Bengalese finch has been widely studied for its unique song features similar to human language. For computational analysis the songs must be represented in songnote sequences. In chapter 3, we describe a new approach for automatic detection and recognition of the songnote sequences via image processing. Our experiments on real birdsong data of different Bengalese finch show high accuracy rates for automatic detection and recognition of the songnotes. Furthermore, in this book, we discuss on information-theoretic analysis of these sequential data to explore the complexity and diversity of birdsong, and learning process throughout song development. For experiment, we employ thirteen male Bengalese finches, each with different bouts of song data. By applying ethological data mining to these data, we discover that the finches follow two types of song learning mechanism: practice mode and adopt mode. Our obtained results indicate that analysis based on data mining is a versatile technique to explore new aspects related to behavioral science.

Product Specifications
SKU :COC65286
AuthorMd. Mahfuzus Salam Khan
Number of Pages80
Publishing Year2013-02-19T00:00:00.000
Edition1 st
Book TypeComputing & information technology
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-08 00:00:00