Title
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Call-sign recognition and understanding for noisy air-traffic transcripts using surveillance information Alexander Blatt M. Kocour Karel Veselý Igor Szöke Dietrich Klakow 64 10 0 13 Apr 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 78 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 131 16 0 08 Feb 2022
BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications Juan Pablo Zuluaga Seyyed Saeed Sarfjoo Amrutha Prasad Iuliia Nigmatulina P. Motlícek Karel Ondrej Oliver Ohneiser H. Helmke 97 18 0 12 Oct 2021
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Improving callsign recognition with air-surveillance data in air-traffic communication Iuliia Nigmatulina Rudolf A. Braun Juan Pablo Zuluaga P. Motlícek 34 20 0 27 Aug 2021
Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems Juan Pablo Zuluaga Iuliia Nigmatulina Amrutha Prasad P. Motlícek Karel Veselý M. Kocour Igor Szöke 128 27 0 08 Apr 2021
Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: theory, implementation and analysis on standard tasks Federico Landini Jan Profant Mireia Díez L. Burget 266 209 0 29 Dec 2020
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models Zhiyong He Zanbo Wang Wei Wei Shanshan Feng Xian-Ling Mao Sheng Jiang VLM 72 32 0 13 Nov 2020
Automatic Speech Recognition Benchmark for Air-Traffic Communications Juan Pablo Zuluaga P. Motlícek Qingran Zhan Karel Veselý Rudolf A. Braun 51 32 0 18 Jun 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 165 2,754 0 05 Jun 2020
Common Voice: A Massively-Multilingual Speech Corpus Rosana Ardila Megan Branson Kelly Davis Michael Henretty M. Kohler Josh Meyer Reuben Morais Lindsay Saunders Francis M. Tyers Gregor Weber VLM 93 1,620 0 13 Dec 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 65 594 0 25 Oct 2019
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh Lysandre Debut Julien Chaumond Thomas Wolf 255 7,554 0 02 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 686 24,557 0 26 Jul 2019
The Airbus Air Traffic Control speech recognition 2018 challenge: towards ATC automatic transcription and call sign detection Thomas Pellegrini Jérôme Farinas Estelle Delpech François Lancelot DRL 44 49 0 30 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 115 827 0 25 May 2018
Gaussian Error Linear Units (GELUs) Dan Hendrycks Kevin Gimpel 174 5,049 0 27 Jun 2016
On the difficulty of training Recurrent Neural Networks Razvan Pascanu Tomas Mikolov Yoshua Bengio ODL 204 5,360 0 21 Nov 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,729 0 02 Mar 2011