Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator

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

Detecting English Speech in the Air Traffic Control Voice Communication

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.

Automatic Speech Recognition Benchmark for Air-Traffic Communications

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

Residual Memory Networks: Feed-forward approach to learn long temporal dependencies

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.