| Paper Abstract and Keywords |
| Presentation |
2022-05-20 11:30
Implementation of a Lightweight Automatic Speech Recognition System at the Edge
Haotian Tan, Junichi Akita (Kanazawa Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Automatic speech recognition (ASR) on the cloud has been widely adopted and has demonstrated satisfactory performance. Whereas, as the number of devices connected to the cloud continues to grow exponentially, the billions of data bytes generated at the network edge place enormous demands on data processing and structural optimization. Additionally, sending data back and forth to the cloud results in a high level of transmission latency. In this paper, we integrated an automatic speech recognition system at the edge using deep learning and edge computing, which reduced transmission traffic and improved response time. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Edge Intelligence / Automatic Speech Recognition / Deep Learning / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 46, no. 15, IST2022-23, pp. 111-114, May 2022. |
| Paper # |
IST2022-23 |
| Date of Issue |
2022-05-12 (IST, ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
IEICE-SIP IEICE-BioX IEICE-IE IEICE-MI IST ME |
| Conference Date |
2022-05-19 - 2022-05-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kumamoto University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
IST |
| Conference Code |
2022-05-SIP-BioX-IE-MI-IST-ME |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Implementation of a Lightweight Automatic Speech Recognition System at the Edge |
| Sub Title (in English) |
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| Keyword(1) |
Edge Intelligence |
| Keyword(2) |
Automatic Speech Recognition |
| Keyword(3) |
Deep Learning |
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| 1st Author's Name |
Haotian Tan |
| 1st Author's Affiliation |
Kanazawa University (Kanazawa Univ.) |
| 2nd Author's Name |
Junichi Akita |
| 2nd Author's Affiliation |
Kanazawa University (Kanazawa Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2022-05-20 11:30:00 |
| Presentation Time |
20 minutes |
| Registration for |
IST |
| Paper # |
IST2022-23, ME2022-63 |
| Volume (vol) |
vol.46 |
| Number (no) |
no.15 |
| Page |
pp.111-114 |
| #Pages |
4 |
| Date of Issue |
2022-05-12 (IST, ME) |