Search Results - "Nigmatulina, Iuliia"

A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers by Zuluaga-Gomez, Juan, Prasad, Amrutha, Nigmatulina, Iuliia, Motlicek, Petr, Kleinert, Matthias

“…In this paper we propose a novel virtual simulation-pilot engine for speeding up air traffic controller (ATCo) training by integrating different…”
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An Automatic Speaker Clustering Pipeline for the Air Traffic Communication Domain by Khalil, Driss, Prasad, Amrutha, Motlicek, Petr, Zuluaga-Gomez, Juan, Nigmatulina, Iuliia, Madikeri, Srikanth, Schuepbach, Christof

“…In air traffic management (ATM), voice communications are critical for ensuring the safe and efficient operation of aircraft. The pertinent voice…”
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Lessons Learned in Transcribing 5000 h of Air Traffic Control Communications for Robust Automatic Speech Understanding by Zuluaga-Gomez, Juan, Nigmatulina, Iuliia, Prasad, Amrutha, Motlicek, Petr, Khalil, Driss, Madikeri, Srikanth, Tart, Allan, Szoke, Igor, Lenders, Vincent, Rigault, Mickael, Choukri, Khalid

“…Voice communication between air traffic controllers (ATCos) and pilots is critical for ensuring safe and efficient air traffic control (ATC). The handling of…”
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A Two-Step Approach to Leverage Contextual Data: Speech Recognition in Air-Traffic Communications by Nigmatulina, Iuliia, Zuluaga-Gomez, Juan, Prasad, Amrutha, Saeed Sarfjoo, Seyyed, Motlicek, Petr

“…Automatic Speech Recognition (ASR), as the assistance of speech communication between pilots and air-traffic controllers, can significantly reduce the…”
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Contextual Biasing Methods for Improving Rare Word Detection in Automatic Speech Recognition by Bhattacharjee, Mrinmoy, Nigmatulina, Iuliia, Prasad, Amrutha, Rangappa, Pradeep, Madikeri, Srikanth, Motlicek, Petr, Helmke, Hartmut, Kleinert, Matthias

“…In specialized domains like Air Traffic Control (ATC), a notable challenge in porting a deployed Automatic Speech Recognition (ASR) system from one airport to…”
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Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers by Kumar, Shashi, Madikeri, Srikanth, Nigmatulina, Iuliia, Villatoro-Tello, Esau, Motlicek, Petr, Pandia, Karthik, Dubagunta, S. Pavankumar, Ganapathiraju, Aravind

“…Traditionally, automatic speech recognition (ASR) and speaker change detection (SCD) systems have been independently trained to generate comprehensive…”
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Probability-Aware Word-Confusion-Network-To-Text Alignment Approach for Intent Classification by Villatoro-Tello, Esau, Madikeri, Srikanth, Sharma, Bidisha, Khalil, Driss, Kumar, Shashi, Nigmatulina, Iuliia, Motlicek, Petr, Ganapathiraju, Aravind

“…Spoken Language Understanding (SLU) technologies have greatly improved due to the effective pretraining of speech representations. A common requirement of…”
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Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks by Villatoro-Tello, Esau, Madikeri, Srikanth, Zuluaga-Gomez, Juan, Sharma, Bidisha, Saeed Sarfjoo, Seyyed, Nigmatulina, Iuliia, Motlicek, Petr, Ivanov, Alexei V., Ganapathiraju, Aravind

“…In this paper, we perform an exhaustive evaluation of different representations to address the intent classification problem in a Spoken Language Understanding…”
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How Does Pre-Trained Wav2Vec 2.0 Perform on Domain-Shifted Asr? an Extensive Benchmark on Air Traffic Control Communications by Zuluaga-Gomez, Juan, Prasad, Amrutha, Nigmatulina, Iuliia, Sarfjoo, Seyyed Saeed, Motlicek, Petr, Kleinert, Matthias, Helmke, Hartmut, Ohneiser, Oliver, Zhan, Qingran

“…Recent work on self-supervised pre-training focus on leveraging large-scale unlabeled speech data to build robust end-to-end (E2E) acoustic models (AM) that…”
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Implementing contextual biasing in GPU decoder for online ASR by Nigmatulina, Iuliia, Madikeri, Srikanth, Villatoro-Tello, Esaú, Motliček, Petr, Zuluaga-Gomez, Juan, Pandia, Karthik, Ganapathiraju, Aravind

“…GPU decoding significantly accelerates the output of ASR predictions. While GPUs are already being used for online ASR decoding, post-processing and rescoring…”
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Improving callsign recognition with air-surveillance data in air-traffic communication by Nigmatulina, Iuliia, Braun, Rudolf, Zuluaga-Gomez, Juan, Motlicek, Petr

“…Automatic Speech Recognition (ASR) can be used as the assistance of speech communication between pilots and air-traffic controllers. Its application can…”
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A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers by Zuluaga-Gomez, Juan, Prasad, Amrutha, Nigmatulina, Iuliia, Motlicek, Petr, Kleinert, Matthias

“…In this paper we propose a novel virtual simulation-pilot engine for speeding up air traffic controller (ATCo) training by integrating different…”
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Bertraffic: Bert-Based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications by Zuluaga-Gomez, Juan, Sarfjoo, Seyyed Saeed, Prasad, Amrutha, Nigmatulina, Iuliia, Motlicek, Petr, Ondrej, Karel, Ohneiser, Oliver, Helmke, Hartmut

“…Automatic speech recognition (ASR) allows transcribing the communications between air traffic controllers (ATCOs) and aircraft pilots. The transcriptions are…”
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Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator by Prasad, Amrutha, Zuluaga-Gomez, Juan, Motlicek, Petr, Sarfjoo, Saeed, Nigmatulina, Iuliia, Vesely, Karel

“…This paper describes a simple yet efficient repetition-based modular system for speeding up air-traffic controllers (ATCos) training. E.g., a human pilot is…”
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A two-step approach to leverage contextual data: speech recognition in air-traffic communications by Nigmatulina, Iuliia, Zuluaga-Gomez, Juan, Prasad, Amrutha, Sarfjoo, Seyyed Saeed, Motlicek, Petr

“…ICASSP 2022 Automatic Speech Recognition (ASR), as the assistance of speech communication between pilots and air-traffic controllers, can significantly reduce…”
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Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition by Prasad, Amrutha, Zuluaga-Gomez, Juan, Motlicek, Petr, Sarfjoo, Saeed, Nigmatulina, Iuliia, Ohneiser, Oliver, Helmke, Hartmut

“…Automatic Speech Recognition (ASR) for air traffic control is generally trained by pooling Air Traffic Controller (ATCO) and pilot data into one set. This is…”
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Lessons Learned in ATCO2: 5000 hours of Air Traffic Control Communications for Robust Automatic Speech Recognition and Understanding by Zuluaga-Gomez, Juan, Nigmatulina, Iuliia, Prasad, Amrutha, Motlicek, Petr, Khalil, Driss, Madikeri, Srikanth, Tart, Allan, Szoke, Igor, Lenders, Vincent, Rigault, Mickael, Choukri, Khalid

“…Voice communication between air traffic controllers (ATCos) and pilots is critical for ensuring safe and efficient air traffic control (ATC). This task…”
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Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks by Villatoro-Tello, Esaú, Madikeri, Srikanth, Zuluaga-Gomez, Juan, Sharma, Bidisha, Sarfjoo, Seyyed Saeed, Nigmatulina, Iuliia, Motlicek, Petr, Ivanov, Alexei V, Ganapathiraju, Aravind

“…ICASSP 2023 In this paper, we perform an exhaustive evaluation of different representations to address the intent classification problem in a Spoken Language…”
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How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications by Zuluaga-Gomez, Juan, Prasad, Amrutha, Nigmatulina, Iuliia, Sarfjoo, Saeed, Motlicek, Petr, Kleinert, Matthias, Helmke, Hartmut, Ohneiser, Oliver, Zhan, Qingran

“…Recent work on self-supervised pre-training focus on leveraging large-scale unlabeled speech data to build robust end-to-end (E2E) acoustic models (AM) that…”
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Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems by Zuluaga-Gomez, Juan, Nigmatulina, Iuliia, Prasad, Amrutha, Motlicek, Petr, Veselý, Karel, Kocour, Martin, Szöke, Igor

“…Air traffic management and specifically air-traffic control (ATC) rely mostly on voice communications between Air Traffic Controllers (ATCos) and pilots. In…”
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