Study on Integration of Speaker Diarization with Speaker Adaptive Speech Recognition for Broadcast Transcription

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24220%2F12%3A%230002007" target="_blank" >RIV/46747885:24220/12:#0002007 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Study on Integration of Speaker Diarization with Speaker Adaptive Speech Recognition for Broadcast Transcription

Original language description

In this paper we study a close incorporation of speaker diarization with speaker adaptive speech recognition in our broadcast transcription system. We provide our motivation for utilization of speech transcripts in the diarization process and analyze theeffect it yields in terms of diarization performance or computational cost. Further, speaker adaptation performed according to various scenarios of speaker segmentation and diarization of an audio stream is evaluated. For better insight, the limit performance is evaluated substituting most of the components of the system by the oracle ones.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

JC - Computer hardware and software

OECD FORD branch

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Project

<a href="/en/project/DF11P01OVV013" target="_blank" >DF11P01OVV013: Disclosure of the Czech Radio archive for sophisticated search</a><br>

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2012

Confidentiality

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection

Proc. of Interspeech 2012

ISBN

978-1-61839-270-1

ISSN

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e-ISSN

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Number of pages

4

Pages from-to

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Publisher name

ISCA

Place of publication

Portland, USA

Event location

Portland, USA

Event date

Jan 1, 2012

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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