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ORCIDAmrutha Prasad
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2020 – today
- 2024
[c8]Amrutha Prasad, Andrés Carofilis, Geoffroy Vanderreydt, Driss Khalil, Srikanth R. Madikeri, Petr Motlícek, Christof Schüpbach:
Fine-Tuning Self-Supervised Models for Language Identification Using Orthonormal Constraint. ICASSP 2024: 11921-11925- [c7]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 - [c6]Aleix Espuña, Amrutha Prasad, Petr Motlícek, Srikanth R. Madikeri, Christof Schüpbach:
Normalizing Flows for Speaker and Language Recognition Backend. Odyssey 2024: 74-80 - 2023
- [c5]Geoffroy Vanderreydt, Amrutha Prasad, Driss Khalil, Srikanth R. Madikeri, Kris Demuynck, Petr Motlícek:
Parameter-Efficient Tuning with Adaptive Bottlenecks for Automatic Speech Recognition. ASRU 2023: 1-7 - [i10]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) - [i9]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) - 2022
- [c4]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 - [c3]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 - [c2]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 - [i8]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) - [i7]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) - [i6]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) - [i5]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) - 2021
- [c1]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]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]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) - [i2]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
- [i1]Amrutha Prasad, Petr Motlícek, Srikanth R. Madikeri:
Quantization of Acoustic Model Parameters in Automatic Speech Recognition Framework. CoRR abs/2006.09054 (2020)
Coauthor Index
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