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Simple Search
Hits 1 – 9 of 9
1
Cross-lingual acoustic modeling for dialectal Arabic speech recognition
Mohamed Elmahdy
;
Rainer Gruhn
;
Wolfgang Minker
...
In: http://met.guc.edu.eg/Repository/Faculty/Publications/311/interspeech10.pdf (2010)
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2
F0 ALIGNMENT PATTERNS IN ARABIC DIALECTS
Mohamed Yeou
;
Mohamed Embarki
;
Sallal Al Maqtari
...
In: http://www.icphs2007.de/conference/Papers/1173/1173.pdf
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3
Simplified guidelines for the creation of large scale dialectal arabic annotations
Heba Elfardy
;
Mona Diab
In: http://www.lrec-conf.org/proceedings/lrec2012/pdf/815_Paper.pdf
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4
Token Level Identification of Linguistic Code Switching
Heba El
;
M Diab
In: http://aclweb.org/anthology/C/C12/C12-2029.pdf
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5
A Transfer Learning Approach for Under-Resourced Arabic Dialects Speech Recognition
Mohamed Elmahdy
;
Mark Hasegawa-johnson
;
Eiman Mustafawi
In: http://www.isle.illinois.edu/sst/pubs/2013/ltc-065-mohamed.pdf
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6
Developing an Egyptian Arabic Treebank: Impact of Dialectal Morphology on Annotation and Tool Development
Mohamed Maamouri
;
Ann Bies
;
Seth Kulick
...
In: http://www.lrec-conf.org/proceedings/lrec2014/pdf/1145_Paper.pdf
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7
YouDACC: the Youtube Dialectal Arabic Commentary Corpus
Ahmed Salama
;
Houda Bouamor
;
Behrang Mohit
...
In: http://www.lrec-conf.org/proceedings/lrec2014/pdf/558_Paper.pdf
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8
Development of a TV Broadcasts Speech Recognition
Mohamed Elmahdy
;
Mark Hasegawa-johnsony
;
Eiman Mustafawi
In: http://www.isle.illinois.edu/sst/pubs/2014/elmahdy_qa_lrec14.pdf
Abstract:
A major problem with dialectal Arabic speech recognition is due to the sparsity of speech resources. In this paper, a transfer learning framework is proposed to jointly use a large amount of Modern Standard Arabic (MSA) data and little amount of dialectal Arabic data to improve acoustic and language modeling. The Qatari Arabic (QA) dialect has been chosen as a typical example for an under-resourced Arabic dialect. A wide-band speech corpus has been collected and transcribed from several Qatari TV series and talk-show programs. A large vocabulary speech recognition baseline system was built using the QA corpus. The proposed MSA-based transfer learning technique was performed by applying orthographic normalization, phone mapping, data pooling, acoustic model adaptation, and system combination. The proposed approach can achieve more than 28 % relative reduction in WER.
Keyword:
dialectal Arabic
;
speech recognition
;
transfer learning
URL:
http://www.isle.illinois.edu/sst/pubs/2014/elmahdy_qa_lrec14.pdf
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.641.905
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9
A Multi-Dialect, Multi-Genre Corpus of Informal Written Arabic
Ryan Cotterell
;
Chris Callison-burch
In: http://hubal.cs.jhu.edu/papers/arabic-dialect-corpus-2.pdf
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