Fast text-only domain adaptation of RNN-transducer prediction network

Janne Pylkkonen; Antti Ukkonen; Juho Kilpikoski; Samu Tamminen; Hannes Heikinheimo

doi:10.21437/Interspeech.2021-1191

Fast text-only domain adaptation of RNN-transducer prediction network

Janne Pylkkonen, Antti Ukkonen, Juho Kilpikoski, Samu Tamminen, Hannes Heikinheimo

Avdelningen för datavetenskap

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

Originalspråk	engelska
Titel på värdpublikation	22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021
Antal sidor	5
Utgivningsort	Baixas
Förlag	ISCA
Utgivningsdatum	2021
Sidor	1882-1886
ISBN (elektroniskt)	9781713836902
DOI	https://doi.org/10.21437/Interspeech.2021-1191
Status	Publicerad - 2021
MoE-publikationstyp	A4 Artikel i en konferenspublikation
Evenemang	Annual Conference of the International Speech Communication Association: INTERSPEECH 2021 - Brno, Tjeckien Varaktighet: 30 aug. 2021 → 3 sep. 2021 Konferensnummer: 22 https://www.interspeech2021.org/

Publikationsserier

Namn	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Volym	2
ISSN (tryckt)	2308-457X
ISSN (elektroniskt)	1990-9772

Bibliografisk information

Publisher Copyright:
Copyright © 2021 ISCA.

Vetenskapsgrenar

113 Data- och informationsvetenskap
6121 Språkvetenskaper

Åtkomst av dokument

10.21437/Interspeech.2021-1191Licens: !!Unspecified

pylkkonen21_interspeechSlutlig publicerad version, 229 KBLicens: !!Unspecified

Citera det här

Pylkkonen, J., Ukkonen, A., Kilpikoski, J., Tamminen, S., & Heikinheimo, H. (2021). Fast text-only domain adaptation of RNN-transducer prediction network. I 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (s. 1882-1886). (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; Vol. 2). ISCA. https://doi.org/10.21437/Interspeech.2021-1191

Pylkkonen, Janne ; Ukkonen, Antti ; Kilpikoski, Juho et al. / Fast text-only domain adaptation of RNN-transducer prediction network. 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. Baixas : ISCA, 2021. s. 1882-1886 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

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title = "Fast text-only domain adaptation of RNN-transducer prediction network",

keywords = "Adaptation, Automatic speech recognition, End-to-end models, Language model, RNN-transducer, 113 Computer and information sciences, 6121 Languages",

author = "Janne Pylkkonen and Antti Ukkonen and Juho Kilpikoski and Samu Tamminen and Hannes Heikinheimo",

note = "Publisher Copyright: Copyright {\textcopyright} 2021 ISCA.; Annual Conference of the International Speech Communication Association : INTERSPEECH 2021 ; Conference date: 30-08-2021 Through 03-09-2021",

year = "2021",

doi = "10.21437/Interspeech.2021-1191",

language = "English",

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

publisher = "ISCA",

pages = "1882--1886",

booktitle = "22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021",

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Pylkkonen, J, Ukkonen, A, Kilpikoski, J, Tamminen, S & Heikinheimo, H 2021, Fast text-only domain adaptation of RNN-transducer prediction network. i 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, vol. 2, ISCA, Baixas, s. 1882-1886, Annual Conference of the International Speech Communication Association, Brno, Tjeckien, 30/08/2021. https://doi.org/10.21437/Interspeech.2021-1191

Fast text-only domain adaptation of RNN-transducer prediction network. / Pylkkonen, Janne; Ukkonen, Antti; Kilpikoski, Juho et al.

22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. Baixas : ISCA, 2021. s. 1882-1886 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; Vol. 2).

Forskningsoutput: Kapitel i bok/rapport/konferenshandling › Konferensbidrag › Vetenskaplig › Peer review

TY - GEN

T1 - Fast text-only domain adaptation of RNN-transducer prediction network

AU - Pylkkonen, Janne

AU - Ukkonen, Antti

AU - Kilpikoski, Juho

AU - Tamminen, Samu

AU - Heikinheimo, Hannes

N1 - Conference code: 22

PY - 2021

Y1 - 2021

KW - Adaptation

KW - Automatic speech recognition

KW - End-to-end models

KW - Language model

KW - RNN-transducer

KW - 113 Computer and information sciences

KW - 6121 Languages

U2 - 10.21437/Interspeech.2021-1191

DO - 10.21437/Interspeech.2021-1191

M3 - Conference contribution

AN - SCOPUS:85119200123

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

SP - 1882

EP - 1886

BT - 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021

PB - ISCA

CY - Baixas

T2 - Annual Conference of the International Speech Communication Association

Y2 - 30 August 2021 through 3 September 2021

ER -

Pylkkonen J, Ukkonen A, Kilpikoski J, Tamminen S, Heikinheimo H. Fast text-only domain adaptation of RNN-transducer prediction network. I 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. Baixas: ISCA. 2021. s. 1882-1886. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH). doi: 10.21437/Interspeech.2021-1191