Iuliia Nigmatulina

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Language Understanding

Lessons Learned

Speech Recognition

Top Venues

Publications

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