| Paper Abstract and Keywords |
| Presentation |
2020-02-27 11:25
A speech synthesis from electromyography using CNN
Kiyotaka Miyasaka, Yuji sakamoto (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Speech communication can provide various expressions intuitively. However, when communicate with aphonic people or in noisy environments, the speech communication will not work. To this end, some speech synthesis method have been proposed. However, because these method recognize word and synthesize speech, the information except text will be lost, for example, the length of voice. In this study, we propose a speech synthesis method from EMG using CNN, which can directly synthesize voice and keep other information. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Speech synthesis / Silent speech reorganization / EMG / CNN / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 44, no. 6, HI2020-28, pp. 163-167, Feb. 2020. |
| Paper # |
HI2020-28 |
| Date of Issue |
2020-02-20 (MMS, HI, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
HI IEICE-IE IEICE-ITS MMS ME AIT |
| Conference Date |
2020-02-27 - 2020-02-28 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Image Processing, etc. |
| Paper Information |
| Registration To |
HI |
| Conference Code |
2020-02-HI-IE-ITS-MMS-ME-AIT |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A speech synthesis from electromyography using CNN |
| Sub Title (in English) |
|
| Keyword(1) |
Speech synthesis |
| Keyword(2) |
Silent speech reorganization |
| Keyword(3) |
EMG |
| Keyword(4) |
CNN |
| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Kiyotaka Miyasaka |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Yuji sakamoto |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2020-02-27 11:25:00 |
| Presentation Time |
15 minutes |
| Registration for |
HI |
| Paper # |
MMS2020-28, HI2020-28, ME2020-56, AIT2020-28 |
| Volume (vol) |
vol.44 |
| Number (no) |
no.6 |
| Page |
pp.163-167 |
| #Pages |
5 |
| Date of Issue |
2020-02-20 (MMS, HI, ME, AIT) |