Search Results for author: Saeed Sarfjoo

Found 3 papers, 1 papers with code

Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator

no code implementations14 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

How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications

2 code implementations31 Mar 2022 Juan Zuluaga-Gomez, Amrutha Prasad, Iuliia Nigmatulina, Saeed Sarfjoo, Petr Motlicek, Matthias Kleinert, Hartmut Helmke, Oliver Ohneiser, Qingran Zhan

Recent work on self-supervised pre-training focus on leveraging large-scale unlabeled speech data to build robust end-to-end (E2E) acoustic models (AM) that can be later fine-tuned on downstream tasks e. g., automatic speech recognition (ASR).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition

no code implementations27 Aug 2021 Amrutha Prasad, Juan Zuluaga-Gomez, Petr Motlicek, Saeed Sarfjoo, Iuliia Nigmatulina, Oliver Ohneiser, Hartmut Helmke

In this work, we propose to (1) automatically segment the ATCO and pilot data based on an intuitive approach exploiting ASR transcripts and (2) subsequently consider an automatic recognition of ATCOs' and pilots' voice as two separate tasks.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Cannot find the paper you are looking for? You can Submit a new open access paper.