Detection of singing mistakes from singing voice

Isao Miyagawa, Yuya Chiba, Takashi Nose, Akinori Ito

研究成果: Conference contribution

抄録

We investigate a method of detecting the wrong lyrics from the singing voice. In the proposed method, we compare the input singing voice and the reference singing voice using dynamic time warping, and then observe the frame-by-frame distance to find the error location. However, the absolute value of the distance is affected by the singer individuality of the reference and input singing voice. Thus, we attempted to adapt the singer individuality into the reference singer’s one by a linear transformation. The results of the experiment showed that we could detect the wrong lyrics with high accuracy when the different part of the lyrics was long. In addition, we investigated the effect of iterative linear transformation, and we could not find any benefit from the second or third linear transformations.

本文言語English
ホスト出版物のタイトルAdvances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,
編集者Junzo Watada, Lakhmi C. Jain, Jeng-Shyang Pan, Pei-Wei Tsai
出版社Springer Science and Business Media Deutschland GmbH
ページ130-136
ページ数7
ISBN(印刷版)9783319638584
DOI
出版ステータスPublished - 2018
イベント13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017 - Matsue, Shimane, Japan
継続期間: 2017 8 122017 8 15

出版物シリーズ

名前Smart Innovation, Systems and Technologies
82
ISSN(印刷版)2190-3018
ISSN(電子版)2190-3026

Other

Other13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017
国/地域Japan
CityMatsue, Shimane
Period17/8/1217/8/15

ASJC Scopus subject areas

  • 決定科学(全般)
  • コンピュータ サイエンス(全般)

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