Free Shipping on Order Over $60
AfterPay Available
Music Data Mining

Music Data Mining

by George TzanetakisTao Li and Mitsunori Ogihara
Hardback
Publication Date: 12/08/2011
20%
OFF
RRP  $210.00 $169.35
or 4 easy payments of $42.34 with
afterpay
This item qualifies for FREE delivery
The research area of music information retrieval has gradually evolved to address the challenges of effectively accessing and interacting large collections of music and associated data, such as styles, artists, lyrics, and reviews. Bringing together an interdisciplinary array of top researchers, Music Data Mining presents a variety of approaches to successfully employ data mining techniques for the purpose of music processing. The book first covers music data mining tasks and algorithms and audio feature extraction, providing a framework for subsequent chapters. With a focus on data classification, it then describes a computational approach inspired by human auditory perception and examines instrument recognition, the effects of music on moods and emotions, and the connections between power laws and music aesthetics. Given the importance of social aspects in understanding music, the text addresses the use of the Web and peer-to-peer networks for both music data mining and evaluating music mining tasks and algorithms. It also discusses indexing with tags and explains how data can be collected using online human computation games.
The final chapters offer a balanced exploration of hit song science as well as a look at symbolic musicology and data mining. The multifaceted nature of music information often requires algorithms and systems using sophisticated signal processing and machine learning techniques to better extract useful information. An excellent introduction to the field, this volume presents state-of-the-art techniques in music data mining and information retrieval to create novel ways of interacting with large music collections.
ISBN:
9781439835524
9781439835524
Category:
Data mining
Format:
Hardback
Publication Date:
12-08-2011
Language:
English
Publisher:
Taylor & Francis Inc
Country of origin:
United States
Pages:
384
Dimensions (mm):
235x156x63.5mm
Weight:
0.66kg

This title is in stock with our Australian supplier and arrives at our Sydney warehouse within 7-10 working days of you placing an order.

Once received into our warehouse we will despatch it to you with a Shipping Notification which includes online tracking.

Please check the estimated delivery times below for your region, for after your order is despatched from our warehouse:

ACT Metro 2 working days

NSW Metro 2 working days 

NSW Rural 2-3 working days

NSW Remote 2-5 working days

NT Metro 3-6 working days

NT Remote 4-10 working days

QLD Metro 2-4 working days

QLD Rural 2-5 working days

QLD Remote 2-7 working days

SA Metro 2-5 working days

SA Rural 3-6 working days

SA Remote 3-7 working days

TAS Metro 3-6 working days

TAS Rural 3-6 working days

VIC Metro 2-3 working days

VIC Rural 2-4 working days

VIC Remote 2-5 working days

WA Metro 3-6 working days

WA Rural 4-8 working days

WA Remote 4-12 working days

Customer Reviews

Be the first to review Music Data Mining.