A Vietnamese-English neural machine translation system

Thien Hai Nguyen; Tuan Duy H. Nguyen; Duy Phung; Duy Tran Cong Nguyen; Hieu Minh Tran; Manh Luong; Tin Duy Vo; Hung Hai Bui; Dinh Phung; Dat Quoc Nguyen

A Vietnamese-English neural machine translation system

Thien Hai Nguyen, Tuan Duy H. Nguyen, Duy Phung, Duy Tran Cong Nguyen, Hieu Minh Tran, Manh Luong, Tin Duy Vo, Hung Hai Bui, Dinh Phung, Dat Quoc Nguyen

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

14 Citations (Scopus)

Abstract

We present VinAI Translate-a system that integrates state-of-the-art deep learning technologies in speech and natural language processing to translate speech and text between Vietnamese and English. Experimental results show that our system obtains a state-of-the-art performance for each translation direction, and outperforms Google Translate in both automatic and human evaluations.

Original language	English
Title of host publication	Interspeech 2022
Editors	Hanseok Ko, John H. L. Hansen
Place of Publication	Baixas FRANCE
Publisher	International Speech Communication Association (ISCA)
Pages	5543-5544
Number of pages	2
Publication status	Published - 2022
Externally published	Yes
Event	Annual Conference of the International Speech Communication Association (was Eurospeech) 2022 - Incheon, Korea, South Duration: 18 Sept 2022 → 22 Sept 2022 Conference number: 23rd https://www.isca-speech.org/archive/interspeech_2022/index.html (Proceedings)

Publication series

Name	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Publisher	ISCA
Volume	2022-September
ISSN (Print)	2308-457X

Conference

Conference	Annual Conference of the International Speech Communication Association (was Eurospeech) 2022
Abbreviated title	INTERSPEECH 2022
Country/Territory	Korea, South
City	Incheon
Period	18/09/22 → 22/09/22
Internet address	https://www.isca-speech.org/archive/interspeech_2022/index.html (Proceedings)

Keywords

Automatic speech recognition
English
Machine translation
Text-to-speech
Vietnamese

Access to Document

437819423-oaFinal published version, 253 KB

https://www.isca-speech.org/archive/interspeech_2022/nguyen22e_interspeech.html

Cite this

Nguyen, T. H., Nguyen, T. D. H., Phung, D., Nguyen, D. T. C., Tran, H. M., Luong, M., Vo, T. D., Bui, H. H., Phung, D., & Nguyen, D. Q. (2022). A Vietnamese-English neural machine translation system. In H. Ko, & J. H. L. Hansen (Eds.), Interspeech 2022 (pp. 5543-5544). (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; Vol. 2022-September). International Speech Communication Association (ISCA). https://www.isca-speech.org/archive/interspeech_2022/nguyen22e_interspeech.html

Nguyen, Thien Hai ; Nguyen, Tuan Duy H. ; Phung, Duy et al. / A Vietnamese-English neural machine translation system. Interspeech 2022. editor / Hanseok Ko ; John H. L. Hansen. Baixas FRANCE : International Speech Communication Association (ISCA), 2022. pp. 5543-5544 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

@inproceedings{540145ffbc7b48d8ade094e573e9731e,

title = "A Vietnamese-English neural machine translation system",

abstract = "We present VinAI Translate-a system that integrates state-of-the-art deep learning technologies in speech and natural language processing to translate speech and text between Vietnamese and English. Experimental results show that our system obtains a state-of-the-art performance for each translation direction, and outperforms Google Translate in both automatic and human evaluations.",

keywords = "Automatic speech recognition, English, Machine translation, Text-to-speech, Vietnamese",

author = "Nguyen, {Thien Hai} and Nguyen, {Tuan Duy H.} and Duy Phung and Nguyen, {Duy Tran Cong} and Tran, {Hieu Minh} and Manh Luong and Vo, {Tin Duy} and Bui, {Hung Hai} and Dinh Phung and Nguyen, {Dat Quoc}",

note = "Publisher Copyright: Copyright {\textcopyright} 2022 ISCA.; Annual Conference of the International Speech Communication Association (was Eurospeech) 2022, INTERSPEECH 2022 ; Conference date: 18-09-2022 Through 22-09-2022",

year = "2022",

language = "English",

series = "Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH",

publisher = "International Speech Communication Association (ISCA)",

pages = "5543--5544",

editor = "Hanseok Ko and {H. L. Hansen}, John",

booktitle = "Interspeech 2022",

address = "France",

url = "https://www.isca-speech.org/archive/interspeech_2022/index.html",

}

Nguyen, TH, Nguyen, TDH, Phung, D, Nguyen, DTC, Tran, HM, Luong, M, Vo, TD, Bui, HH, Phung, D & Nguyen, DQ 2022, A Vietnamese-English neural machine translation system. in H Ko & J H. L. Hansen (eds), Interspeech 2022. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, vol. 2022-September, International Speech Communication Association (ISCA), Baixas FRANCE, pp. 5543-5544, Annual Conference of the International Speech Communication Association (was Eurospeech) 2022, Incheon, Korea, South, 18/09/22. <https://www.isca-speech.org/archive/interspeech_2022/nguyen22e_interspeech.html>

A Vietnamese-English neural machine translation system. / Nguyen, Thien Hai; Nguyen, Tuan Duy H.; Phung, Duy et al.
Interspeech 2022. ed. / Hanseok Ko; John H. L. Hansen. Baixas FRANCE: International Speech Communication Association (ISCA), 2022. p. 5543-5544 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; Vol. 2022-September).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

TY - GEN

T1 - A Vietnamese-English neural machine translation system

AU - Nguyen, Thien Hai

AU - Nguyen, Tuan Duy H.

AU - Phung, Duy

AU - Nguyen, Duy Tran Cong

AU - Tran, Hieu Minh

AU - Luong, Manh

AU - Vo, Tin Duy

AU - Bui, Hung Hai

AU - Phung, Dinh

AU - Nguyen, Dat Quoc

N1 - Conference code: 23rd

PY - 2022

Y1 - 2022

N2 - We present VinAI Translate-a system that integrates state-of-the-art deep learning technologies in speech and natural language processing to translate speech and text between Vietnamese and English. Experimental results show that our system obtains a state-of-the-art performance for each translation direction, and outperforms Google Translate in both automatic and human evaluations.

AB - We present VinAI Translate-a system that integrates state-of-the-art deep learning technologies in speech and natural language processing to translate speech and text between Vietnamese and English. Experimental results show that our system obtains a state-of-the-art performance for each translation direction, and outperforms Google Translate in both automatic and human evaluations.

KW - Automatic speech recognition

KW - English

KW - Machine translation

KW - Text-to-speech

KW - Vietnamese

UR - http://www.scopus.com/inward/record.url?scp=85135988109&partnerID=8YFLogxK

M3 - Conference Paper

AN - SCOPUS:85135988109

T3 - Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

SP - 5543

EP - 5544

BT - Interspeech 2022

A2 - Ko, Hanseok

A2 - H. L. Hansen, John

PB - International Speech Communication Association (ISCA)

CY - Baixas FRANCE

T2 - Annual Conference of the International Speech Communication Association (was Eurospeech) 2022

Y2 - 18 September 2022 through 22 September 2022

ER -

Nguyen TH, Nguyen TDH, Phung D, Nguyen DTC, Tran HM, Luong M et al. A Vietnamese-English neural machine translation system. In Ko H, H. L. Hansen J, editors, Interspeech 2022. Baixas FRANCE: International Speech Communication Association (ISCA). 2022. p. 5543-5544. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

A Vietnamese-English neural machine translation system

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Cite this