IARPA Machine Translation for English Retrieval of Information in Any Language (MATERIAL) - Foreign Language Automated Information Retrieval (FLAIR)

Czech title

IARPA Strojový překlad pro anglické vyhledávání informací v libovolném jazyce (MATERIAL) - Automatické vyhledávání informací v cizím jazyce (FLAIR)

Type

contract

Keywords

machine translation, automatic speech regcognition, language identification, summarization

Abstract

MATERIAL aims at developing an "English-in, English-out" information retrieval system that, given a domain-sensitive English query, will retrieve relevant data from a large multilingual repository and display the retrieved information in English as query-biased summaries.

Team members

Karafiát Martin, Ing., Ph.D. (DCGM FIT BUT) , research leader
Burget Lukáš, doc. Ing., Ph.D. (DCGM FIT BUT) , team leader
Matějka Pavel, Ing., Ph.D. (DCGM FIT BUT) , team leader
Novotný Ondřej, Ing., Ph.D. (DCGM FIT BUT) , team leader
Plchot Oldřich, Ing., Ph.D. (DCGM FIT BUT) , team leader
Vydana Hari K. (DCGM FIT BUT) , team leader
Černocký Jan, prof. Dr. Ing. (DCGM FIT BUT) , team leader
Baskar Murali K. (DCGM FIT BUT)
Beneš Karel, Ing. (DCGM FIT BUT)
Diez Sánchez Mireia, M.Sc., Ph.D. (DCGM FIT BUT)
Egorova Ekaterina, Ing., Ph.D. (DCGM FIT BUT)
Filip David, Mgr. et Mgr., Ph.D. (DCGM FIT BUT)
Glembek Ondřej, Ing., Ph.D. (DCGM FIT BUT)
Grézl František, Ing., Ph.D. (DCGM FIT BUT)
Kesiraju Santosh (DCGM FIT BUT)
Landini Federico Nicolás (DCGM FIT BUT)
Mošner Ladislav, Ing. (DCGM FIT BUT)
Ondel Yang Lucas Antoine Francois, Mgr., Ph.D. (DCGM FIT BUT)
Pulugundla Bhargav, M.Sc. (DCGM FIT BUT)
Rohdin Johan A., Dr. (DCGM FIT BUT)
Sagar Sangeet (FIT BUT)
Skácel Miroslav, Ing. (DCGM FIT BUT)
Szőke Igor, Ing., Ph.D. (DCGM FIT BUT)
Veselý Karel, Ing., Ph.D. (DCGM FIT BUT)

Publications

2021

KARAFIÁT Martin, VESELÝ Karel, ČERNOCKÝ Jan, PROFANT Ján, NYTRA Jiří, HLAVÁČEK Miroslav and PAVLÍČEK Tomáš. Analysis of X-Vectors for Low-Resource Speech Recognition. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Toronto, Ontario: IEEE Signal Processing Society, 2021, pp. 6998-7002. ISBN 978-1-7281-7605-5. Detail
VYDANA Hari K., KARAFIÁT Martin, ŽMOLÍKOVÁ Kateřina, BURGET Lukáš and ČERNOCKÝ Jan. Jointly Trained Transformers Models for Spoken Language Translation. In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Toronto, Ontario: IEEE Signal Processing Society, 2021, pp. 7513-7517. ISBN 978-1-7281-7605-5. Detail

2019

KARAFIÁT Martin, BASKAR Murali K., WATANABE Shinji, HORI Takaaki, WIESNER Matthew and ČERNOCKÝ Jan. Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 2220-2224. ISSN 1990-9772. Detail
ONDEL Yang Lucas Antoine Francois, VYDANA Hari K., BURGET Lukáš and ČERNOCKÝ Jan. Bayesian Subspace Hidden Markov Model for Acoustic Unit Discovery. In: Proceedings of Interspeech 2019. Graz: International Speech Communication Association, 2019, pp. 261-265. ISSN 1990-9772. Detail
BASKAR Murali K., BURGET Lukáš, WATANABE Shinji, KARAFIÁT Martin, HORI Takaaki and ČERNOCKÝ Jan. Promising Accurate Prefix Boosting For Sequence-to-sequence ASR. In: Proceedings of ICASSP. Brighton: IEEE Signal Processing Society, 2019, pp. 5646-5650. ISBN 978-1-5386-4658-8. Detail
BASKAR Murali K., WATANABE Shinji, ASTUDILLO Ramon, HORI Takaaki, BURGET Lukáš and ČERNOCKÝ Jan. Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text. In: Proceedings of Interspeech. Graz: International Speech Communication Association, 2019, pp. 3790-3794. ISSN 1990-9772. Detail

2017

KARAFIÁT Martin. Summary report for project Machine Translation for English Retrieval of Information in Any Language (MATERIAL) For year 2017. Brno: Raytheon BBN Technologies, 2017. Detail