Proceedings of the 6th Conference on Sound and Music Technology (CSMT)
Revised Selected Papers
Editors: Li, W., Li, S., Shao, X., Li, Z. (Eds.)
Free Preview- Presents selected papers from the 6th Conference on Sound and Music Technology (CSMT) in November 2018, held at Xiamen University of Technology, China.
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- About this book
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This book discusses the use of advanced techniques to produce and understand music in a digital way. It gathers the first-ever English-language proceedings of the Conference on Sound and Music Technology (CSMT), which was held in Xiamen, China in 2018. As a leading event, the CSMT reflects the latest advances in acoustic and music technologies in China. Sound and technology are more closely linked than most people assume. For example, signal-processing methods form the basis of music feature extraction, while mathematics provides an objective means of representing current musicological theories and discovering new ones. Moreover, machine-learning methods include popular deep learning algorithms and are used in a broad range of contexts, from discovering patterns in music features to producing music. As these proceedings demonstrate, modern technologies not only offer new ways to create music, but can also help people perceive sound in innovative new ways.
- Table of contents (9 chapters)
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A Novel Singer Identification Method Using GMM-UBM
Pages 3-14
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A Practical Singing Voice Detection System Based on GRU-RNN
Pages 15-25
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Multimodel Music Emotion Recognition Using Unsupervised Deep Neural Networks
Pages 27-39
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Music Summary Detection with State Space Embedding and Recurrence Plot
Pages 41-51
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Constructing a Multimedia Chinese Musical Instrument Database
Pages 53-60
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Table of contents (9 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Proceedings of the 6th Conference on Sound and Music Technology (CSMT)
- Book Subtitle
- Revised Selected Papers
- Editors
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- Wei Li
- Shengchen Li
- Xi Shao
- Zijin Li
- Series Title
- Lecture Notes in Electrical Engineering
- Series Volume
- 568
- Copyright
- 2019
- Publisher
- Springer Singapore
- Copyright Holder
- Springer Nature Singapore Pte Ltd.
- eBook ISBN
- 978-981-13-8707-4
- DOI
- 10.1007/978-981-13-8707-4
- Hardcover ISBN
- 978-981-13-8706-7
- Series ISSN
- 1876-1100
- Edition Number
- 1
- Number of Pages
- VIII, 107
- Topics
