TY - GEN
T1 - Improving Pronunciation Clarity of Dysarthric Speech Using CycleGAN with Multiple Speakers
AU - Imai, Shuhei
AU - Nose, Takashi
AU - Kanagaki, Aoi
AU - Watanabe, Satoshi
AU - Ito, Akinori
N1 - Publisher Copyright:
© 2020 IEEE.
PY - 2020/10/13
Y1 - 2020/10/13
N2 - In this paper, we propose a method that improves pronunciation clarity of dysarthric speech using CycleGAN based non-parallel voice conversion. This method converts dysarthric speech into healthy speech using CycleGAN. We considered the use of single and multiple speakers as healthy speech. The subjective evaluations showed the effectiveness of using multiple speakers as healthy speech.
AB - In this paper, we propose a method that improves pronunciation clarity of dysarthric speech using CycleGAN based non-parallel voice conversion. This method converts dysarthric speech into healthy speech using CycleGAN. We considered the use of single and multiple speakers as healthy speech. The subjective evaluations showed the effectiveness of using multiple speakers as healthy speech.
KW - CycleGAN
KW - Dysarthria
KW - Pronunciation clarity
KW - Voice conversion
UR - http://www.scopus.com/inward/record.url?scp=85099386175&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85099386175&partnerID=8YFLogxK
U2 - 10.1109/GCCE50665.2020.9292041
DO - 10.1109/GCCE50665.2020.9292041
M3 - Conference contribution
AN - SCOPUS:85099386175
T3 - 2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020
SP - 366
EP - 367
BT - 2020 IEEE 9th Global Conference on Consumer Electronics, GCCE 2020
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 9th IEEE Global Conference on Consumer Electronics, GCCE 2020
Y2 - 13 October 2020 through 16 October 2020
ER -