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Metze, Florian (20)
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Simple Search
Hits 1 – 20 of 20
1
Integration of Language Identification into a Recognition System for Spoken Conversations Containing Code-Switches ...
Weiner, Jochen
;
Vu, Ngoc Thang
;
Telaar, Dominic
;
Metze, Florian
;
Schultz, Tanja
;
Dau-Chen Lyu
;
Eng-Siong Chng
;
Haizhou Li
. - : Carnegie Mellon University, 2012
Abstract:
This paper describes the integration of language identification (LID) into a multilingual automatic speech recognition (ASR) system for spoken conversations containing code-switches between Mandarin and English. We apply a multistream approach to combine at frame level the acoustic model score and the language information, where the latter is provided by an LID component. Furthermore, we advance this multistream approach by a new method called “Language Lookahead”, in which the language information of subsequent frames is used to improve accuracy. Both methods are evaluated using a set of controlled LID results with varying frame accuracies. Our results show that both approaches improve the ASR performance by at least 4% relative if the LID achieves a minimum frame accuracy of 85%. ...
Keyword:
89999 Information and Computing Sciences not elsewhere classified
;
FOS Computer and information sciences
URL:
https://kilthub.cmu.edu/articles/Integration_of_Language_Identification_into_a_Recognition_System_for_Spoken_Conversations_Containing_Code-Switches/6473456
https://dx.doi.org/10.1184/r1/6473456
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2
Integration of Language Identification into a Recognition System for Spoken Conversations Containing Code-Switches ...
Weiner, Jochen
;
Vu, Ngoc Thang
;
Telaar, Dominic
. - : Carnegie Mellon University, 2012
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3
An Investigation on Initialization Schemes for Multilayer Perceptron Training Using Multilingual Data and Their Effect on ASR Performance ...
Vu, Ngoc Thang
;
Wojtek Breiter
;
Metze, Florian
. - : Carnegie Mellon University, 2012
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4
An Investigation on Initialization Schemes for Multilayer Perceptron Training Using Multilingual Data and Their Effect on ASR Performance ...
Vu, Ngoc Thang
;
Wojtek Breiter
;
Metze, Florian
. - : Carnegie Mellon University, 2012
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5
Multilingual Bottle-Neck Features and its Application for Under-Resourced Languages ...
Vu, Ngoc Thang
;
Metze, Florian
;
Schultz, Tanja
. - : Carnegie Mellon University, 2012
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6
Multilingual Bottle-Neck Features and its Application for Under-Resourced Languages ...
Vu, Ngoc Thang
;
Metze, Florian
;
Schultz, Tanja
. - : Carnegie Mellon University, 2012
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7
Analysis of Dialectal Influence in Pan-Arabic ASR ...
Udhyakumar Nallasamy
;
Garbus, Michael
;
Metze, Florian
. - : Carnegie Mellon University, 2011
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8
Analysis of Dialectal Influence in Pan-Arabic ASR ...
Udhyakumar Nallasamy
;
Garbus, Michael
;
Metze, Florian
. - : Carnegie Mellon University, 2011
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9
The 2010 CMU GALE Speech-to-Text System ...
Metze, Florian
;
Hsiao, Roger
;
Jin, Qin
. - : Carnegie Mellon University, 2010
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10
The 2010 CMU GALE Speech-to-Text System ...
Metze, Florian
;
Hsiao, Roger
;
Jin, Qin
. - : Carnegie Mellon University, 2010
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11
Efficient Handling of Multilingual Language Models
Fügen, Christian
;
Stüker, Sebastian
;
Soltau, Hagen
. - 2008
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12
Multilingual Articulatory Features
Stüker, Sebastian
;
Schultz, Tanja
;
Metze, Florian
. - 2008
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13
Integrating Multilingual Articulatory Features into Speech Recognition
Stüker, Sebastian
;
Metze, Florian
;
Schultz, Tanja
. - 2008
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14
Efficient Handling of Multilingual Language Models ...
Fügen, Christian
;
Stüker, Sebastian
;
Soltau, Hagen
. - : Karlsruhe, 2003
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15
Integrating Multilingual Articulatory Features into Speech Recognition ...
Stüker, Sebastian
;
Metze, Florian
;
Schultz, Tanja
. - : Karlsruhe, 2003
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16
Multilingual Articulatory Features ...
Stüker, Sebastian
;
Schultz, Tanja
;
Metze, Florian
. - : Karlsruhe, 2003
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17
A Multi-Perspective evaluation of the NESPOLE! Speech-to-Speech Translation System
Lavie, Alon
;
Metze, Florian
;
Cattoni, Roldano
...
In: ACL'02 workshop on Speech-to-Speech Translation: Algorithms and Systems ; https://hal.inria.fr/inria-00326403 ; ACL'02 workshop on Speech-to-Speech Translation: Algorithms and Systems, ACL, Jun 2002, Philadelphia - Pennsylvania, United States. 9 p (2002)
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18
Enhancing the Usability and Performance of Nespole! - a Real-World Speech-to-Speech Translation System
Lavie, Alon
;
Metze, Florian
;
Pianesi, Fabio
...
In: Human Language Technologies 2002 ; https://hal.inria.fr/inria-00326412 ; Human Language Technologies 2002, Mar 2002, San Diego - California, United States. 6 p (2002)
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19
Multilingual speech recognition ...
Waibel, Alex
;
Soltau, Hagen
;
Schultz, Tanja
. - : Karlsruhe, 2000
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20
Multilingual speech recognition
Waibel, Alex
;
Soltau, Hagen
;
Schultz, Tanja
. - : Springer Verlag, 2000
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