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Iuliia Nigmatulina

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Implementing contextual biasing in GPU decoder for online ASR

Jun 23, 2023
Iuliia Nigmatulina, Srikanth Madikeri, Esaú Villatoro-Tello, Petr Motliček, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju

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Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding

May 02, 2023
Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlicek, Driss Khalil, Srikanth Madikeri, Allan Tart, Igor Szoke, Vincent Lenders, Mickael Rigault, Khalid Choukri

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A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers

Apr 16, 2023
Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlicek, Matthias Kleinert

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Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks

Dec 16, 2022
Esaú Villatoro-Tello, Srikanth Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlicek, Alexei V. Ivanov, Aravind Ganapathiraju

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Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator

Dec 14, 2022
Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlicek, Saeed Sarfjoo, Iuliia Nigmatulina, Karel Vesely

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ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications

Nov 08, 2022
Juan Zuluaga-Gomez, Karel Veselý, Igor Szöke, Petr Motlicek, Martin Kocour, Mickael Rigault, Khalid Choukri, Amrutha Prasad, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Claudia Cevenini, Pavel Kolčárek, Allan Tart, Jan Černocký

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How Does Pre-trained Wav2Vec2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications

Mar 31, 2022
Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Saeed Sarfjoo, Petr Motlicek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan

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A two-step approach to leverage contextual data: speech recognition in air-traffic communications

Feb 08, 2022
Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlicek

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BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications

Oct 12, 2021
Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlicek, Oliver Ohneiser, Hartmut Helmke

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Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR

Aug 27, 2021
Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlicek, Oliver Ohneiser, Hartmut Helmke, Saeed Sarfjoo, Iuliia Nigmatulina

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