Contextual Semi-Supervised Learning: An Approach To Leverage
Air-Surveillance and Untranscribed ATC Data in ASR Systems

Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems

8 April 2021

Juan Pablo Zuluaga

Iuliia Nigmatulina

Papers citing "Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems"

7 / 7 papers shown

Title
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications Juan Pablo Zuluaga Karel Veselý Igor Szöke Alexander Blatt P. Motlícek ... Claudia Cevenini Pavel Kolcárek Allan Tart J. Černocký Dietrich Klakow 34 23 0 08 Nov 2022
How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications Juan Pablo Zuluaga Amrutha Prasad Iuliia Nigmatulina Seyyed Saeed Sarfjoo P. Motlícek Matthias Kleinert H. Helmke Oliver Ohneiser Qingran Zhan 29 44 0 31 Mar 2022
A two-step approach to leverage contextual data: speech recognition in air-traffic communications Iuliia Nigmatulina Juan Pablo Zuluaga Amrutha Prasad Seyyed Saeed Sarfjoo P. Motlícek 11 16 0 08 Feb 2022
Speech recognition for air traffic control via feature learning and end-to-end training Peng Fan Dongyue Guo Yi Lin Bo Yang Jianwei Zhang 15 7 0 04 Nov 2021
Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition Amrutha Prasad Juan Pablo Zuluaga P. Motlícek Seyyed Saeed Sarfjoo Iuliia Nigmatulina Oliver Ohneiser H. Helmke 27 6 0 27 Aug 2021
A Comparison of Methods for OOV-word Recognition on a New Public Dataset Rudolf A. Braun S. Madikeri P. Motlícek 17 6 0 16 Jul 2021
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang James Qin Daniel S. Park Wei Han Chung-Cheng Chiu Ruoming Pang Quoc V. Le Yonghui Wu VLM SSL 148 308 0 20 Oct 2020