A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients

Tay Jyi Lin; Chen Zong Liao; You Jia Hu; Wei Cheng Hsu; Zheng Xian Wu; Shao Yu Wang; Chun Ming Huang; Ying Hui Lai; Chingwei Yeh; Jinn Shyan Wang

doi:10.1109/ASP-DAC52403.2022.9712584

A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients

Tay Jyi Lin, Chen Zong Liao, You Jia Hu, Wei Cheng Hsu, Zheng Xian Wu, Shao Yu Wang, Chun Ming Huang, Ying Hui Lai, Chingwei Yeh, Jinn Shyan Wang

生物醫學工程學系

研究成果: Conference contribution › 同行評審

3 引文斯高帕斯（Scopus）

摘要

This paper presents the first dysarthric voice conversion SoC, which can translate stroke patients' voice into more intelligible and clearer speech in real time. The SoC is composed of a RISC-V MPU and a compact DNN engine with a single 16-bit multiply-accumulator, which improves 12x performance and > 100x energy efficiency, and has been implemented in 40nm CMOS. The silicon area is 0.68×0.79mm2, and the measured power is 18.4mW for converting 3-sec dysarthric voice within 0.5 sec (at 200MHz and 0.8V) and 4.8mW for conversion < 1 sec (at 100MHz and 0.6V).

原文	English
主出版物標題	ASP-DAC 2022 - 27th Asia and South Pacific Design Automation Conference, Proceedings
發行者	Institute of Electrical and Electronics Engineers Inc.
頁面	7-8
頁數	2
ISBN（電子）	9781665421355
DOIs	https://doi.org/10.1109/ASP-DAC52403.2022.9712584
出版狀態	Published - 2022
事件	27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022 - Virtual, Online, 台灣持續時間: 17 1月 2022 → 20 1月 2022

出版系列

名字	Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC
卷	2022-January

Conference

Conference	27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022
國家/地區	台灣
城市	Virtual, Online
期間	17/01/22 → 20/01/22

UN SDG

此研究成果有助於以下永續發展目標

存取文件

10.1109/ASP-DAC52403.2022.9712584

其它文件與鏈接

Link to publication in Scopus

引用此

Lin, T. J., Liao, C. Z., Hu, Y. J., Hsu, W. C., Wu, Z. X., Wang, S. Y., Huang, C. M., Lai, Y. H., Yeh, C., & Wang, J. S. (2022). A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients. 於 ASP-DAC 2022 - 27th Asia and South Pacific Design Automation Conference, Proceedings (頁 7-8). (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; 卷 2022-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ASP-DAC52403.2022.9712584

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title = "A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients",

abstract = "This paper presents the first dysarthric voice conversion SoC, which can translate stroke patients' voice into more intelligible and clearer speech in real time. The SoC is composed of a RISC-V MPU and a compact DNN engine with a single 16-bit multiply-accumulator, which improves 12x performance and > 100x energy efficiency, and has been implemented in 40nm CMOS. The silicon area is 0.68×0.79mm2, and the measured power is 18.4mW for converting 3-sec dysarthric voice within 0.5 sec (at 200MHz and 0.8V) and 4.8mW for conversion < 1 sec (at 100MHz and 0.6V).",

author = "Lin, {Tay Jyi} and Liao, {Chen Zong} and Hu, {You Jia} and Hsu, {Wei Cheng} and Wu, {Zheng Xian} and Wang, {Shao Yu} and Huang, {Chun Ming} and Lai, {Ying Hui} and Chingwei Yeh and Wang, {Jinn Shyan}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022 ; Conference date: 17-01-2022 Through 20-01-2022",

year = "2022",

doi = "10.1109/ASP-DAC52403.2022.9712584",

language = "English",

series = "Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC",

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

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Lin, TJ, Liao, CZ, Hu, YJ, Hsu, WC, Wu, ZX, Wang, SY, Huang, CM, Lai, YH, Yeh, C & Wang, JS 2022, A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients. 於 ASP-DAC 2022 - 27th Asia and South Pacific Design Automation Conference, Proceedings. Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC, 卷 2022-January, Institute of Electrical and Electronics Engineers Inc., 頁 7-8, 27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022, Virtual, Online, 台灣, 17/01/22. https://doi.org/10.1109/ASP-DAC52403.2022.9712584

A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients. / Lin, Tay Jyi; Liao, Chen Zong; Hu, You Jia 等.
ASP-DAC 2022 - 27th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. p. 7-8 (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC; 卷 2022-January).

研究成果: Conference contribution › 同行評審

TY - GEN

T1 - A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients

AU - Lin, Tay Jyi

AU - Liao, Chen Zong

AU - Hu, You Jia

AU - Hsu, Wei Cheng

AU - Wu, Zheng Xian

AU - Wang, Shao Yu

AU - Huang, Chun Ming

AU - Lai, Ying Hui

AU - Yeh, Chingwei

AU - Wang, Jinn Shyan

PY - 2022

Y1 - 2022

N2 - This paper presents the first dysarthric voice conversion SoC, which can translate stroke patients' voice into more intelligible and clearer speech in real time. The SoC is composed of a RISC-V MPU and a compact DNN engine with a single 16-bit multiply-accumulator, which improves 12x performance and > 100x energy efficiency, and has been implemented in 40nm CMOS. The silicon area is 0.68×0.79mm2, and the measured power is 18.4mW for converting 3-sec dysarthric voice within 0.5 sec (at 200MHz and 0.8V) and 4.8mW for conversion < 1 sec (at 100MHz and 0.6V).

AB - This paper presents the first dysarthric voice conversion SoC, which can translate stroke patients' voice into more intelligible and clearer speech in real time. The SoC is composed of a RISC-V MPU and a compact DNN engine with a single 16-bit multiply-accumulator, which improves 12x performance and > 100x energy efficiency, and has been implemented in 40nm CMOS. The silicon area is 0.68×0.79mm2, and the measured power is 18.4mW for converting 3-sec dysarthric voice within 0.5 sec (at 200MHz and 0.8V) and 4.8mW for conversion < 1 sec (at 100MHz and 0.6V).

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U2 - 10.1109/ASP-DAC52403.2022.9712584

DO - 10.1109/ASP-DAC52403.2022.9712584

M3 - Conference contribution

AN - SCOPUS:85126099742

T3 - Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC

SP - 7

EP - 8

BT - ASP-DAC 2022 - 27th Asia and South Pacific Design Automation Conference, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022

Y2 - 17 January 2022 through 20 January 2022

ER -

Lin TJ, Liao CZ, Hu YJ, Hsu WC, Wu ZX, Wang SY 等. A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients. 於 ASP-DAC 2022 - 27th Asia and South Pacific Design Automation Conference, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2022. p. 7-8. (Proceedings of the Asia and South Pacific Design Automation Conference, ASP-DAC). doi: 10.1109/ASP-DAC52403.2022.9712584

A 40nm CMOS SoC for Real-Time Dysarthric Voice Conversion of Stroke Patients

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UN SDG

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