Music Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
Super Savings Item! Free Shipping Included! Save 35% on the Music Data Mining (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) by CRC Press at Spring Brook Audio. Hurry! Limited time offer. Offer valid only while supplies last. The research area of music information retrieval has gradually evolved to address the challenges of effectively accessing and interacting large
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.
|Item Weight:||0 pounds|
|Item Size:||0.88 x 9.21 x 9.21 inches|
|Package Weight:||1.55 pounds|
|Package Size:||6.3 x 1 x 1 inches|
Have questions about this item, or would like to inquire about a custom or bulk order?
If you have any questions about this product by CRC Press, contact us by completing and submitting the form below. If you are looking for a specif part number, please include it with your message.
Related Best Sellers
By Brand: Newnes
ean: 9781856176781, isbn: 9781856176781,
Multimedia processing demands efficient programming in order to optimize functionality. Data, image, audio, and video processing, some or all of which are present in all electronic devices today, are complex programming environments. Optimized algori...
By Sergios Theodoridis
ean: 9780123965011, isbn: 0123965012,
This fourth volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in Image, Video Processing and Analysis, Hardware, Audio, Acoustic...
mpn: 39679787, ean: 9781447157786, isbn: 1447157788,
This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech reco...
By Packt Publishing - ebooks Account
mpn: black & white illustrations, ean: 9781783558964, isbn: 9781783558964,
A complete, hands-on guide to building and maintaining large Apache Hadoop clusters using Cloudera Manager and CDH5About This Book Understand the CDH architecture and its components and successfully set up a Hadoop cluster Maintain, troubleshoot, and...
By Brand: Morgan Kaufmann
ean: 9780124157965, isbn: 0124157963,
Introduction to Data Compression, Fourth Edition, is a concise and comprehensive guide to the art and science of data compression. This new edition includes all the cutting edge updates the reader will need during the work day and in class. It provid...
By Morgan Kaufmann
ean: 9780128094747, isbn: 0128094745,
Introduction to Data Compression, Fifth Edition, builds on the success of what is widely considered the best introduction and reference text on the art and science of data compression. Data compression techniques and technology are ever-evolving wit...
ean: 9780124171121, isbn: 0124171125,
Discover Digital Libraries: Theory and Practice is a book that integrates both research and practice concerning digital library development, use, preservation, and evaluation. The combination of current research and practical guidelines is a unique s...