Iuliia Nigmatulina

26 papers A 2Misc 6Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	Misc	`conf`	Speech Data Selection for Efficient ASR Fine-Tuning using Domain Classifier and Pseudo-Label Filtering. ICASSP Pradeep Rangappa, Juan Zuluaga-Gomez, Srikanth R. Madikeri, Andrés Carofilis, Jeena J. Prakash, Sergio Burdisso, Shashi Kumar, Esaú Villatoro-Tello, Iuliia Nigmatulina, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju
2024	J	`jnl`	ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications. J. Data-centric Mach. Learn. Res. Juan Pablo Zuluaga Gomez, Karel Veselý, Igor Szöke, Alexander Blatt, Petr Motlícek, Martin Kocour, Khalid Choukri, Iuliia Nigmatulina, Claudia Cevenini, Allan Tart, Jan Cernocký, Dietrich Klakow
2024	Misc	`conf`	Contextual Biasing Methods for Improving Rare Word Detection in Automatic Speech Recognition. ICASSP Mrinmoy Bhattacharjee, Iuliia Nigmatulina, Amrutha Prasad, Pradeep Rangappa, Srikanth R. Madikeri, Petr Motlícek, Hartmut Helmke, Matthias Kleinert
2024	Misc	`conf`	Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers. ICASSP Shashi Kumar, Srikanth R. Madikeri, Iuliia Nigmatulina, Esaú Villatoro-Tello, Petr Motlícek, Karthik Pandia, S. Pavankumar Dubagunta, Aravind Ganapathiraju
2024	Misc	`conf`	Probability-Aware Word-Confusion-Network-To-Text Alignment Approach for Intent Classification. ICASSP Esaú Villatoro-Tello, Srikanth R. Madikeri, Bidisha Sharma, Driss Khalil, Shashi Kumar, Iuliia Nigmatulina, Petr Motlícek, Aravind Ganapathiraju
2024	J	`jnl`	TokenVerse: Unifying Speech and NLP Tasks via Transducer-based ASR. CoRR Shashi Kumar, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Iuliia Nigmatulina, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlícek, Karthik Pandia, Aravind Ganapathiraju
2023	J	`jnl`	A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers. CoRR Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Matthias Kleinert
2023	Misc	`conf`	Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks. ICASSP Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju
2023	A	`conf`	Implementing Contextual Biasing in GPU Decoder for Online ASR. INTERSPEECH Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju
2023	J	`jnl`	Implementing contextual biasing in GPU decoder for online ASR. CoRR Iuliia Nigmatulina, Srikanth R. Madikeri, Esaú Villatoro-Tello, Petr Motlícek, Juan Zuluaga-Gomez, Karthik Pandia, Aravind Ganapathiraju
2023	J	`jnl`	Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding. CoRR Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Driss Khalil, Srikanth R. Madikeri, Allan Tart, Igor Szöke, Vincent Lenders, Mickaël Rigault, Khalid Choukri
2022	Misc	`conf`	A Two-Step Approach to Leverage Contextual Data: Speech Recognition in Air-Traffic Communications. ICASSP Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlícek
2022	J	`jnl`	A two-step approach to leverage contextual data: speech recognition in air-traffic communications. CoRR Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlícek
2022	J	`jnl`	ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications. CoRR Juan Zuluaga-Gomez, Karel Veselý, Igor Szöke, Petr Motlícek, Martin Kocour, Mickaël Rigault, Khalid Choukri, Amrutha Prasad, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Claudia Cevenini, Pavel Kolcárek, Allan Tart, Jan Cernocký
2022	—	`conf`	Bertraffic: Bert-Based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications. SLT Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Karel Ondrej, Oliver Ohneiser, Hartmut Helmke
2022	J	`jnl`	Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks. CoRR Esaú Villatoro-Tello, Srikanth R. Madikeri, Juan Zuluaga-Gomez, Bidisha Sharma, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Petr Motlícek, Alexei V. Ivanov, Aravind Ganapathiraju
2022	—	`conf`	How Does Pre-Trained Wav2Vec 2.0 Perform on Domain-Shifted Asr? an Extensive Benchmark on Air Traffic Control Communications. SLT Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Seyyed Saeed Sarfjoo, Petr Motlícek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan
2022	J	`jnl`	How Does Pre-trained Wav2Vec2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications. CoRR Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Seyyed Saeed Sarfjoo, Petr Motlícek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan
2022	J	`jnl`	Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator. CoRR Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlícek, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina, Karel Veselý
2021	J	`jnl`	BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications. CoRR Juan Zuluaga-Gomez, Seyyed Saeed Sarfjoo, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Oliver Ohneiser, Hartmut Helmke
2021	J	`jnl`	Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems. CoRR Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Karel Veselý, Martin Kocour, Igor Szöke
2021	A	`conf`	Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems. Interspeech Juan Zuluaga-Gomez, Iuliia Nigmatulina, Amrutha Prasad, Petr Motlícek, Karel Veselý, Martin Kocour, Igor Szöke
2021	J	`jnl`	Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR. CoRR Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlícek, Oliver Ohneiser, Hartmut Helmke, Seyyed Saeed Sarfjoo, Iuliia Nigmatulina
2021	J	`jnl`	Improving callsign recognition with air-surveillance data in air-traffic communication. CoRR Iuliia Nigmatulina, Rudolf A. Braun, Juan Zuluaga-Gomez, Petr Motlícek
2020	—	`conf`	ASR for Non-standardised Languages with Dialectal Variation: the case of Swiss German. VarDial@COLING Iuliia Nigmatulina, Tannon Kew, Tanja Samardzic
2020	—	`conf`	UZH TILT: A Kaldi recipe for Swiss German Speech to Standard German Text. SwissText/KONVENS Tannon Kew, Iuliia Nigmatulina, Lorenz Nagele, Tanja Samardzic