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Iuliia Nigmatulina

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2024
[c11]
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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: 12592-12596
[c10]
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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: 12617-12621
[c9]
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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: 12652-12656
[i13]
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  - journals/corr/abs-2407-04444
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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 abs/2407.04444 (2024)
2023
[c8]
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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: 1-5
[c7]
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  - conf/interspeech/NigmatulinaMVMZ23
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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: 4494-4498
[i12]
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  - journals/corr/abs-2304-07842
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Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Matthias Kleinert:
A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers. CoRR abs/2304.07842 (2023)
[i11]
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  - journals/corr/abs-2305-01155
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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 abs/2305.01155 (2023)
[i10]
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  - journals/corr/abs-2306-15685
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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 abs/2306.15685 (2023)
2022
[c6]
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  - conf/icassp/NigmatulinaZPSM22
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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: 6282-6286
[c5]
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  - conf/slt/ZuluagaGomezPNSMKHOZ22
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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: 205-212
[c4]
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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: 633-640
[i9]
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  - journals/corr/abs-2202-03725
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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 abs/2202.03725 (2022)
[i8]
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  - journals/corr/abs-2203-16822
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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 abs/2203.16822 (2022)
[i7]
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  - journals/corr/abs-2211-04054
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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 abs/2211.04054 (2022)
[i6]
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  - journals/corr/abs-2212-07164
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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 abs/2212.07164 (2022)
[i5]
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  - journals/corr/abs-2212-08489
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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 abs/2212.08489 (2022)
2021
[c3]
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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: 3296-3300
[i4]
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  - journals/corr/abs-2104-03643
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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 abs/2104.03643 (2021)
[i3]
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  - journals/corr/abs-2108-12156
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Iuliia Nigmatulina, Rudolf A. Braun, Juan Zuluaga-Gomez, Petr Motlícek:
Improving callsign recognition with air-surveillance data in air-traffic communication. CoRR abs/2108.12156 (2021)
[i2]
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  - journals/corr/abs-2108-12175
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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 abs/2108.12175 (2021)
[i1]
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  - journals/corr/abs-2110-05781
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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 abs/2110.05781 (2021)
2020
[c2]
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  - conf/swisstext/KewNNS20
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Tannon Kew, Iuliia Nigmatulina, Lorenz Nagele, Tanja Samardzic:
UZH TILT: A Kaldi recipe for Swiss German Speech to Standard German Text. SwissText/KONVENS 2020
[c1]
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  - conf/vardial/NigmatulinaKS20
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Iuliia Nigmatulina, Tannon Kew, Tanja Samardzic:
ASR for Non-standardised Languages with Dialectal Variation: the case of Swiss German. VarDial@COLING 2020: 15-24

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