no code implementations • 14 Dec 2022 • Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlicek, Saeed Sarfjoo, Iuliia Nigmatulina, Karel Vesely
The system understands the voice communications issued by the ATCo, and, in turn, it generates a spoken prompt that follows the pilot's phraseology to the initial communication.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 6 Apr 2021 • Igor Szoke, Santosh Kesiraju, Ondrej Novotny, Martin Kocour, Karel Vesely, Jan "Honza" Cernocky
The proposed English Language Detection (ELD) system is based on the embeddings from Bayesian subspace multinomial model.
3 code implementations • 18 Jun 2020 • Juan Zuluaga-Gomez, Petr Motlicek, Qingran Zhan, Karel Vesely, Rudolf Braun
We demonstrate that the cross-accent flaws due to speakers' accents are minimized due to the amount of data, making the system feasible for ATC environments.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
no code implementations • 6 Aug 2018 • Murali Karthick Baskar, Martin Karafiat, Lukas Burget, Karel Vesely, Frantisek Grezl, Jan Honza Cernocky
In this paper we propose a residual memory neural network (RMN) architecture to model short-time dependencies using deep feed-forward layers having residual and time delayed connections.