| Paper Abstract and Keywords |
| Presentation |
Effectiveness of voice-based mental health evaluation indicator in estimating depression
Masakazu Higuchi, Mitsuteru Nakamura, Shuji Shinohara (UT), Yasuhiro Omiya, Naoki Hagiwara, Takeshi Takano (PST), Hiroyuki Toda, Taku Saito, Aihide Yoshino (NDMC), Shunji Mitsuyoshi, Shinichi Tokuno (UT) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The authors have previously conducted studies on a technology that allows us to estimate mental state based on a voice. We have developed the Mind Monitoring System which is the smartphone application to monitor the mental health status by voice during telephone calls. In this study, we verified the effectiveness of this system in depression estimation for patients with major depressive disorder. For verification, we asked major depressed patients to record the speech by reading a fixed sentence, and calculated mental condition by using the recording voice. Then, we performed correlation analysis between the mental condition and the depression evaluation scale. As a result, a correlation was found between the mental condition and the depression evaluation scale, and the effectiveness of this system in depression estimation was suggested. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Voice / Emotional analysis / Mental health care / / / / / |
| Reference Info. |
IEICE Tech. Rep. |
| Paper # |
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| Conference Information |
| Committee |
HCGSYMPO |
| Conference Date |
2018-12-12 - 2018-12-14 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Sinfonia Technology Hibiki Hall Ise |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Human Communication, etc. |
| Paper Information |
| Registration To |
HCGSYMPO |
| Conference Code |
2018-12-HCGSYMPO |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Effectiveness of voice-based mental health evaluation indicator in estimating depression |
| Sub Title (in English) |
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| Keyword(1) |
Voice |
| Keyword(2) |
Emotional analysis |
| Keyword(3) |
Mental health care |
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| 1st Author's Name |
Masakazu Higuchi |
| 1st Author's Affiliation |
The university of Tokyo (UT) |
| 2nd Author's Name |
Mitsuteru Nakamura |
| 2nd Author's Affiliation |
The university of Tokyo (UT) |
| 3rd Author's Name |
Shuji Shinohara |
| 3rd Author's Affiliation |
The university of Tokyo (UT) |
| 4th Author's Name |
Yasuhiro Omiya |
| 4th Author's Affiliation |
PST Inc. (PST) |
| 5th Author's Name |
Naoki Hagiwara |
| 5th Author's Affiliation |
PST Inc. (PST) |
| 6th Author's Name |
Takeshi Takano |
| 6th Author's Affiliation |
PST Inc. (PST) |
| 7th Author's Name |
Hiroyuki Toda |
| 7th Author's Affiliation |
National Defense Medical College (NDMC) |
| 8th Author's Name |
Taku Saito |
| 8th Author's Affiliation |
National Defense Medical College (NDMC) |
| 9th Author's Name |
Aihide Yoshino |
| 9th Author's Affiliation |
National Defense Medical College (NDMC) |
| 10th Author's Name |
Shunji Mitsuyoshi |
| 10th Author's Affiliation |
The university of Tokyo (UT) |
| 11th Author's Name |
Shinichi Tokuno |
| 11th Author's Affiliation |
The university of Tokyo (UT) |
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| Speaker |
Author-1 |
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| Presentation Time |
minutes |
| Registration for |
HCGSYMPO |
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vol. |
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