Amrutha Prasad

19 papers A 2C 1Misc 3Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
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
Fine-Tuning Self-Supervised Models for Language Identification Using Orthonormal Constraint.
ICASSP
Amrutha Prasad, Andrés Carofilis, Geoffroy Vanderreydt, Driss Khalil, Srikanth R. Madikeri, Petr Motlícek, Christof Schüpbach
2024 — conf
Normalizing Flows for Speaker and Language Recognition Backend.
Odyssey
Aleix Espuña, Amrutha Prasad, Petr Motlícek, Srikanth R. Madikeri, Christof Schüpbach
2024 A conf
Speech and Language Recognition with Low-rank Adaptation of Pretrained Models.
INTERSPEECH
Amrutha Prasad, Srikanth R. Madikeri, Driss Khalil, Petr Motlícek, Christof Schüpbach
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 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
2023 C conf
Parameter-Efficient Tuning with Adaptive Bottlenecks for Automatic Speech Recognition.
ASRU
Geoffroy Vanderreydt, Amrutha Prasad, Driss Khalil, Srikanth R. Madikeri, Kris Demuynck, Petr Motlícek
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 — 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
2020 J jnl
Quantization of Acoustic Model Parameters in Automatic Speech Recognition Framework.
CoRR
Amrutha Prasad, Petr Motlícek, Srikanth R. Madikeri