Research and implementation of key technologies of simultaneous interpreting speech translation

Wenyi Wang; Ting Yang; Shanshan Li; Bo Chen

doi:10.1117/12.3003978

11 October 2023 Research and implementation of key technologies of simultaneous interpreting speech translation

Wenyi Wang, Ting Yang, Shanshan Li, Bo Chen

Proceedings Volume 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023); 128004F (2023) https://doi.org/10.1117/12.3003978
Event: 6th International Conference on Computer Information Science and Application Technology (CISAT 2023), 2023, Hangzhou, China

Abstract

Simultaneous Interpretation Speech Translation is an emerging technology that has been widely used in many fields. It is a technology that combines Automatic Speech Recognition (ASR), Machine Translation (MT) and Natural Language Processing (NLP). In this paper, we will discuss the key technologies related to simultaneous interpretation speech translation, including ASR, MT, NLP, and their application scenarios. We will also explore the challenges and opportunities of this technology, as well as the existing solutions. In this paper, we propose a position-based attention to model the interaction between two words regarding positions that can improve the self-attention networks by better integrating sequential relations, which is essential for modeling natural languages.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Wenyi Wang, Ting Yang, Shanshan Li, and Bo Chen "Research and implementation of key technologies of simultaneous interpreting speech translation", Proc. SPIE 12800, Sixth International Conference on Computer Information Science and Application Technology (CISAT 2023), 128004F (11 October 2023); https://doi.org/10.1117/12.3003978

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available