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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
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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)  
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 
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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
Date Time 2022-05-20 11:30:00 
Presentation Time 20 
Registration for IST 
Paper # ITE-IST2022-23,ITE-ME2022-63 
Volume (vol) ITE-46 
Number (no) no.15 
Page pp.111-114 
#Pages ITE-4 
Date of Issue ITE-IST-2022-05-12,ITE-ME-2022-05-12 


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