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

Tietojenkäsittelytieteen osasto

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

Alkuperäiskieli	englanti
Otsikko	22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021
Sivumäärä	5
Julkaisupaikka	Baixas
Kustantaja	ISCA
Julkaisupäivä	2021
Sivut	1882-1886
ISBN (elektroninen)	978-1-7138-3690-2
DOI - pysyväislinkit	https://doi.org/10.21437/Interspeech.2021-1191
Tila	Julkaistu - 2021
OKM-julkaisutyyppi	A4 Artikkeli konferenssijulkaisuussa
Tapahtuma	Annual Conference of the International Speech Communication Association: INTERSPEECH 2021 - Brno, Tšekki Kesto: 30 elok. 2021 → 3 syysk. 2021 Konferenssinumero: 22 https://www.interspeech2021.org/

Julkaisusarja

Nimi	Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
Vuosikerta	2
ISSN (painettu)	2308-457X
ISSN (elektroninen)	1990-9772

Lisätietoja

Publisher Copyright:
Copyright © 2021 ISCA.

Tieteenalat

113 Tietojenkäsittely- ja informaatiotieteet
6121 Kielitieteet

Pääsy asiakirjaan

10.21437/Interspeech.2021-1191Lisenssi: Määrittelemätön

pylkkonen21_interspeechLopullinen julkaistu versio, 229 KBLisenssi: Määrittelemätön

Siteeraa tätä

Pylkkonen, J., Ukkonen, A., Kilpikoski, J., Tamminen, S., & Heikinheimo, H. (2021). Fast text-only domain adaptation of RNN-transducer prediction network. teoksessa 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021 (Sivut 1882-1886). (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH; Vuosikerta 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. Sivut 1882-1886 (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

@inproceedings{1075ad63d4a64e94ad27db1f8ec1af8f,

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",

address = "France",

url = "https://www.interspeech2021.org/",

}

Pylkkonen, J, Ukkonen, A, Kilpikoski, J, Tamminen, S & Heikinheimo, H 2021, Fast text-only domain adaptation of RNN-transducer prediction network. julkaisussa 22nd Annual Conference of the International Speech Communication Association, INTERSPEECH 2021. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Vuosikerta 2, ISCA, Baixas, Sivut 1882-1886, Annual Conference of the International Speech Communication Association, Brno, Tšekki, 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; Vuosikerta 2).

Tutkimustuotos: Artikkeli kirjassa/raportissa/konferenssijulkaisussa › Konferenssiartikkeli › Tieteellinen › vertaisarvioitu

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. julkaisussa 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