QCRI live speech translation system

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

We present QCRI's Arabic-to-English speech translation system. It features modern web technologies to capture live audio, and broadcasts Arabic transcriptions and English translations simultaneously. Our Kaldi-based ASR system uses the Time Delay Neural Network architecture, while our Machine Translation (MT) system uses both phrase-based and neural frameworks. Although our neural MT system is slower than the phrase-based system, it produces significantly better translations and is memory efficient.1.

Original languageEnglish
Title of host publication15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations
PublisherAssociation for Computational Linguistics (ACL)
Pages61-64
Number of pages4
ISBN (Electronic)9781510838604
Publication statusPublished - 1 Jan 2017
EventSoftware Demonstrations at the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Valencia, Spain
Duration: 3 Apr 20177 Apr 2017

Other

OtherSoftware Demonstrations at the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017
CountrySpain
CityValencia
Period3/4/177/4/17

Fingerprint

broadcast
neural network
Translation System
Machine Translation System
World Wide Web
Neural Networks
Transcription
English Translation
time

ASJC Scopus subject areas

  • Language and Linguistics
  • Linguistics and Language

Cite this

Dalvi, F., Zhang, Y., Khurana, S., Durrani, N., Sajjad, H., Abdelali, A., ... Vogel, S. (2017). QCRI live speech translation system. In 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations (pp. 61-64). Association for Computational Linguistics (ACL).

QCRI live speech translation system. / Dalvi, Fahim; Zhang, Yifan; Khurana, Sameer; Durrani, Nadir; Sajjad, Hassan; Abdelali, Ahmed; Mubarak, Hamdy; Ali, Ahmed; Vogel, Stephan.

15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations. Association for Computational Linguistics (ACL), 2017. p. 61-64.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dalvi, F, Zhang, Y, Khurana, S, Durrani, N, Sajjad, H, Abdelali, A, Mubarak, H, Ali, A & Vogel, S 2017, QCRI live speech translation system. in 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations. Association for Computational Linguistics (ACL), pp. 61-64, Software Demonstrations at the 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017, Valencia, Spain, 3/4/17.
Dalvi F, Zhang Y, Khurana S, Durrani N, Sajjad H, Abdelali A et al. QCRI live speech translation system. In 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations. Association for Computational Linguistics (ACL). 2017. p. 61-64
Dalvi, Fahim ; Zhang, Yifan ; Khurana, Sameer ; Durrani, Nadir ; Sajjad, Hassan ; Abdelali, Ahmed ; Mubarak, Hamdy ; Ali, Ahmed ; Vogel, Stephan. / QCRI live speech translation system. 15th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2017 - Proceedings of the Software Demonstrations. Association for Computational Linguistics (ACL), 2017. pp. 61-64
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