An On-line Algorithm for Music-to-Score Alignment of Guzheng Performance

Ziyi Wang; Yin Cao

doi:10.1109/ICDSP.2018.8631834

An On-line Algorithm for Music-to-Score Alignment of Guzheng Performance

Ziyi Wang, Yin Cao

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

2 Citations (Scopus)

Abstract

There are many obstacles preventing new learners of the Guzheng from getting faster improvements. For example, the need to flip the music sheet with one hand interrupts the consistency of the performance. To overcome these difficulties, an on-line algorithm for music-to-score alignment is proposed in this paper, whose function is to detect and trace the progress of the music signal recorded by a microphone. The use of Dynamic Time Warping (DTW) technique helps to align the standard music and the recording. Therefore, it is possible to show the progress on the screen in the real time and flip the page automatically when it is required. Furthermore, the errors of the player's performance can also be detected with further improvements of the algorithm.

Original language	English
Title of host publication	2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781538668115
DOIs	https://doi.org/10.1109/ICDSP.2018.8631834
Publication status	Published - 2 Jul 2018
Externally published	Yes
Event	23rd IEEE International Conference on Digital Signal Processing, DSP 2018 - Shanghai, China Duration: 19 Nov 2018 → 21 Nov 2018

Publication series

Name	International Conference on Digital Signal Processing, DSP
Volume	2018-November

Conference

Conference	23rd IEEE International Conference on Digital Signal Processing, DSP 2018
Country/Territory	China
City	Shanghai
Period	19/11/18 → 21/11/18

Keywords

Guzheng
Music-to-score Alignment
on-line algorithm

Access to Document

10.1109/ICDSP.2018.8631834

Cite this

Wang, Z., & Cao, Y. (2018). An On-line Algorithm for Music-to-Score Alignment of Guzheng Performance. In 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018 Article 8631834 (International Conference on Digital Signal Processing, DSP; Vol. 2018-November). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICDSP.2018.8631834

@inproceedings{bcc0a287494c4a6aaba8cf905207759c,

title = "An On-line Algorithm for Music-to-Score Alignment of Guzheng Performance",

abstract = "There are many obstacles preventing new learners of the Guzheng from getting faster improvements. For example, the need to flip the music sheet with one hand interrupts the consistency of the performance. To overcome these difficulties, an on-line algorithm for music-to-score alignment is proposed in this paper, whose function is to detect and trace the progress of the music signal recorded by a microphone. The use of Dynamic Time Warping (DTW) technique helps to align the standard music and the recording. Therefore, it is possible to show the progress on the screen in the real time and flip the page automatically when it is required. Furthermore, the errors of the player's performance can also be detected with further improvements of the algorithm.",

keywords = "Guzheng, Music-to-score Alignment, on-line algorithm",

author = "Ziyi Wang and Yin Cao",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 23rd IEEE International Conference on Digital Signal Processing, DSP 2018 ; Conference date: 19-11-2018 Through 21-11-2018",

year = "2018",

month = jul,

day = "2",

doi = "10.1109/ICDSP.2018.8631834",

language = "English",

series = "International Conference on Digital Signal Processing, DSP",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018",

}

Wang, Z & Cao, Y 2018, An On-line Algorithm for Music-to-Score Alignment of Guzheng Performance. in 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018., 8631834, International Conference on Digital Signal Processing, DSP, vol. 2018-November, Institute of Electrical and Electronics Engineers Inc., 23rd IEEE International Conference on Digital Signal Processing, DSP 2018, Shanghai, China, 19/11/18. https://doi.org/10.1109/ICDSP.2018.8631834

An On-line Algorithm for Music-to-Score Alignment of Guzheng Performance. / Wang, Ziyi; Cao, Yin.
2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018. Institute of Electrical and Electronics Engineers Inc., 2018. 8631834 (International Conference on Digital Signal Processing, DSP; Vol. 2018-November).

Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review

TY - GEN

T1 - An On-line Algorithm for Music-to-Score Alignment of Guzheng Performance

AU - Wang, Ziyi

AU - Cao, Yin

PY - 2018/7/2

Y1 - 2018/7/2

N2 - There are many obstacles preventing new learners of the Guzheng from getting faster improvements. For example, the need to flip the music sheet with one hand interrupts the consistency of the performance. To overcome these difficulties, an on-line algorithm for music-to-score alignment is proposed in this paper, whose function is to detect and trace the progress of the music signal recorded by a microphone. The use of Dynamic Time Warping (DTW) technique helps to align the standard music and the recording. Therefore, it is possible to show the progress on the screen in the real time and flip the page automatically when it is required. Furthermore, the errors of the player's performance can also be detected with further improvements of the algorithm.

AB - There are many obstacles preventing new learners of the Guzheng from getting faster improvements. For example, the need to flip the music sheet with one hand interrupts the consistency of the performance. To overcome these difficulties, an on-line algorithm for music-to-score alignment is proposed in this paper, whose function is to detect and trace the progress of the music signal recorded by a microphone. The use of Dynamic Time Warping (DTW) technique helps to align the standard music and the recording. Therefore, it is possible to show the progress on the screen in the real time and flip the page automatically when it is required. Furthermore, the errors of the player's performance can also be detected with further improvements of the algorithm.

KW - Guzheng

KW - Music-to-score Alignment

KW - on-line algorithm

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U2 - 10.1109/ICDSP.2018.8631834

DO - 10.1109/ICDSP.2018.8631834

M3 - Conference Proceeding

AN - SCOPUS:85062779393

T3 - International Conference on Digital Signal Processing, DSP

BT - 2018 IEEE 23rd International Conference on Digital Signal Processing, DSP 2018

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 23rd IEEE International Conference on Digital Signal Processing, DSP 2018

Y2 - 19 November 2018 through 21 November 2018

ER -

An On-line Algorithm for Music-to-Score Alignment of Guzheng Performance

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