TY - GEN
T1 - Detection of singing mistakes from singing voice
AU - Miyagawa, Isao
AU - Chiba, Yuya
AU - Nose, Takashi
AU - Ito, Akinori
N1 - Publisher Copyright:
© Springer International Publishing AG 2018.
PY - 2018
Y1 - 2018
N2 - 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.
AB - 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.
KW - Dynamic time warping
KW - Lyrics mistake
KW - Singing voice
UR - http://www.scopus.com/inward/record.url?scp=85026642663&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85026642663&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-63859-1_17
DO - 10.1007/978-3-319-63859-1_17
M3 - Conference contribution
AN - SCOPUS:85026642663
SN - 9783319638584
T3 - Smart Innovation, Systems and Technologies
SP - 130
EP - 136
BT - Advances in Intelligent Information Hiding and Multimedia Signal Processing - Proceedings of the 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing,
A2 - Watada, Junzo
A2 - Jain, Lakhmi C.
A2 - Pan, Jeng-Shyang
A2 - Tsai, Pei-Wei
PB - Springer Science and Business Media Deutschland GmbH
T2 - 13th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2017
Y2 - 12 August 2017 through 15 August 2017
ER -