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

1. Front Matter

   Pages i-viii

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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

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.

• audio signal processing
• computer audition
• composition
• music production
• sound design
• Audio Information Security
• Auditory Psychology

• 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

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