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Proceedings of the 7th Conference on Sound and Music Technology (CSMT)

Revised Selected Papers

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Haifeng Li

    1. School of Computer Science and Tech., Harbin Institute of Technology (HIT), Harbin, China

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  2. Shengchen Li

    1. Beijing Univ. of Posts and Telecom., Beijing, China

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  3. Lin Ma

    1. School of Computer Science and Tech., Harbin Institute of Technology (HIT), Harbin, China

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  4. Chunying Fang

    1. School of Computer and Information Eng., Heilongjiang University of science and technology, Harbin, China

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  5. Yidan Zhu

    1. The acoustical society of Beijing, Xicheng, China

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  • Presents selected papers from the 7th Conference on Sound and Music Technology (CSMT), held in Harbin, China in December 2019

Part of the book series: Lecture Notes in Electrical Engineering (LNEE, volume 635)

Included in the following conference series:

Conference proceedings info: CSMT 2019.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-viii
    Download chapter PDF

  2. Speech Processing

    1. Front Matter

      Pages 1-1
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    2. Bandwidth Extension WaveNet for Bone-Conducted Speech Enhancement

      • Changyan Zheng, Jibin Yang, Xiongwei Zhang, Tieyong Cao, Meng Sun, Linlin Zheng
      Pages 3-14

    3. Naturalness evaluation of synthetic speech based on residual learning networks

      • Yiqing Guo, Jie Zhu
      Pages 15-24

    4. Detection of Operation Type and Order for Digital Speech

      • Tingting Wu, Diqun Yan, Li Xiang, Rangding Wang
      Pages 25-37

  3. Music Information Retrieval

    1. Front Matter

      Pages 39-39
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    2. Singing Voice Detection Using Multi-Feature Deep Fusion with CNN

      • Xulong Zhang, Shengchen Li, Zijin Li, Shizhe Chen, Yongwei Gao, Wei Li
      Pages 41-52

    3. A Multi-task Learning Approach for Melody Extraction

      • Zhengyu Cao, Xiangyi Feng, Wei Li
      Pages 53-65

    4. A post-processing of onset detection based on verification with neural network

      • Mingtai Lin, Yin Feng
      Pages 67-80

    5. Transfer Learning for Music Classification and Regression Tasks Using Artist Tags

      • Lei Wang, Hongning Zhu, Xulong Zhang, Shengchen Li, Wei Li
      Pages 81-89

  4. Computational Musicology

    1. Front Matter

      Pages 91-91
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    2. MG-VAE: Deep Chinese Folk Songs Generation with Specific Regional Styles

      • Jing Luo, Xinyu Yang, Shulei Ji, Juan Li
      Pages 93-106

    3. The Study of Mapping Strategies Between the Excitators of the Single-Reed Woodwind and the Bowed String

      • Song Wang, Marcelo M. Wanderley, Gary Scavone
      Pages 107-119

    4. A Comparison of Melody Created by Artificial Intelligence and Human Based on Mathematical Model

      • Ziming Li, Shengchen Li
      Pages 121-130

  5. Acoustic Signal Processing

    1. Front Matter

      Pages 131-131
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    2. Learning Multi-Resolution Representations for Acoustic Scene Classification via Neural Networks

      • Zijiang Yang, Kun Qian, Zhao Ren, Alice Baird, Zixing Zhang, Björn Schuller
      Pages 133-143
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Keywords

About this book

The book presents selected papers that have been accepted at the seventh Conference on Sound and Music Technology (CSMT) in December 2019, held in Harbin, Hei Long Jiang, China. CSMT is a domestic conference focusing on audio processing and understanding with bias on music and acoustic signals. The primary aim of the conference is to promote the collaboration between art society and technical society in China. The organisers of CSMT hope the conference can serve as a platform for interdisciplinary research. In this proceeding, the paper included covers a wide range topic from speech, signal processing and music understanding, which demonstrates the target of CSMT merging arts and science research together.

Editors and Affiliations

  • School of Computer Science and Tech., Harbin Institute of Technology (HIT), Harbin, China

    Haifeng Li, Lin Ma

  • Beijing Univ. of Posts and Telecom., Beijing, China

    Shengchen Li

  • School of Computer and Information Eng., Heilongjiang University of science and technology, Harbin, China

    Chunying Fang

  • The acoustical society of Beijing, Xicheng, China

    Yidan Zhu

Bibliographic Information

  • Book Title: Proceedings of the 7th Conference on Sound and Music Technology (CSMT)

  • Book Subtitle: Revised Selected Papers

  • Editors: Haifeng Li, Shengchen Li, Lin Ma, Chunying Fang, Yidan Zhu

  • Series Title: Lecture Notes in Electrical Engineering

  • DOI: https://doi.org/10.1007/978-981-15-2756-2

  • Publisher: Springer Singapore

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer Nature Singapore Pte Ltd. 2020

  • Hardcover ISBN: 978-981-15-2755-5Published: 22 December 2019

  • Softcover ISBN: 978-981-15-2758-6Published: 22 December 2020

  • eBook ISBN: 978-981-15-2756-2Published: 21 December 2019

  • Series ISSN: 1876-1100

  • Series E-ISSN: 1876-1119

  • Edition Number: 1

  • Number of Pages: VIII, 143

  • Number of Illustrations: 1 b/w illustrations

  • Topics: Signal, Image and Speech Processing, Mathematics in Music, Music

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