Automatic collection and processing of voice data from air-traffic communications

Informazioni relative al progetto

ATCO2

ID dell’accordo di sovvenzione: 864702

DOI

10.3030/864702

Progetto chiuso

Data della firma CE 18 Settembre 2019

Data di avvio 1 Novembre 2019

Data di completamento 28 Febbraio 2022

Finanziato da

• SOCIETAL CHALLENGES - Smart, Green And Integrated Transport

Costo totale

€ 834 003,75

Contributo UE

€ 799 241,25

Coordinato da

FONDATION DE L'INSTITUT DE RECHERCHE IDIAP
Switzerland

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Open Research Data Pilot (1)

ATCO2 's data management plan

Updates of DMP at M18 and M24 as part of the Periodic and Final Reporting of the project

Documents, reports (3)

PEDR - Plan for the Communication Dissemination and Exploitation of Results

Interim version at M4 with updated versions at M28 The M28 version will be prepared for those partners exploiting the project results and for stakeholders using the results after EU funding endsWithin of this deliverable two internal deliverables will also be completedOutput O611 Creation of the projects identity website and online accounts to communicate inform create dialogue and promote use of the project results It includes the projects online accounts Month 2Output O612 Interim version of the project communications plan at M3 with updated version at M12

Required number of contributors

A short report defining the least minimum number of people per role willing to contribute so the project objectives will be achieved within the proposed timeplan

Community launch strategy

Report on strategy of community building and sustainability

Pubblicazioni

Peer reviewed articles (1)

Automatic Call Sign Detection: Matching Air Surveillance Data with Air Traffic Spoken Communications

Autori: Juan Zuluaga-Gomez, Karel Veselý, Alexander Blatt, Petr Motlicek, Dietrich Klakow, Allan Tart, Igor Szöke, Amrutha Prasad, Saeed Sarfjoo, Pavel Kolčárek, Martin Kocour, Honza Černocký, Claudia Cevenini, Khalid Choukri, Mickael Rigault, Fabian Landis
Pubblicato in: Proceedings, Numero 59/1, 2020, Pagina/e 14, ISSN 2504-3900
Editore: MDPI
DOI: 10.3390/proceedings2020059014

Other (5)

ATCO2 project: a first legal framework on air traffic control (ATC) data collection and sharing

Autori: Claudia Cevenini, Khalid Choukri, Mickael Rigault, Petr Motlicek, Alexander Blatt, Honza Cernocky, Dietrich Klakow, Martin Kocour, Pavel Kolcarek, Fabian Landis, Amrutha Prasad, Saeed Sarfjoo, Igor Szoke, Allan Tart, Karel Vesely and Juan Pablo Zuluaga Gómez
Pubblicato in: 2020
Editore: Open Sky Network

Improving callsign recognition with air-surveillance data in air-traffic communication

Autori: Nigmatulina, Iuliia; Braun, Rudolf; Zuluaga-Gomez, Juan; Motlicek, Petr
Pubblicato in: 2021
Editore: Idiap Research Institute
DOI: 10.48550/arxiv.2108.12156

A two-step approach to leverage contextual data: speech recognition in air-traffic communications

Autori: Iuliia Nigmatulina, Juan Zuluaga-Gomez, Amrutha Prasad, Seyyed Saeed Sarfjoo, Petr Motlicek
Pubblicato in: ICASSP 2022 (accepted paper), 2022
Editore: ICASSP 2022

Pkwrap: a PyTorch Package for LF-MMI Training of Acoustic Models

Autori: Madikeri, Srikanth; Tong, Sibo; Zuluaga-Gomez, Juan; Vyas, Apoorv; Motlicek, Petr; Bourlard, Hervé
Pubblicato in: Numero 1, 2020
Editore: Idiap Research Institute

Call-Sign Recognition And Understanding For Noisy Air-Traffic Transcripts Using Surveillance Information

Autori: Alexander Blatt, Martin Kocour, Karel Veselý, Igor Szöke, Dietrich Klakow
Pubblicato in: ICASSP 2022 (accepted paper), 2022
Editore: IEEE (ICASSP 2022)

Conference proceedings (6)

Detecting English Speech in the Air Traffic Control Voice Communication

Autori: "Szoke, Igor; Kesiraju, Santosh; Novotny, Ondrej; Kocour, Martin; Vesely, Karel; Cernocky, Jan ""Honza"""
Pubblicato in: Interspeech 2021, 2021
Editore: Interspeech 2021
DOI: 10.21437/interspeech.2021-1033

Automatic Processing Pipeline for Collecting and Annotating Air-Traffic Voice Communication Data

Autori: Martin Kocour, Karel Veselý, Igor Szöke, Santosh Kesiraju, Juan Zuluaga-Gomez, Alexander Blatt, Amrutha Prasad, Iuliia Nigmatulina, Petr Motlícek, Dietrich Klakow, Allan Tart, Hicham Atassi, Pavel Kolcárek, Jan Cernocký, Claudia Cevenini, Khalid Choukri, Mickael Rigault, Fabian Landis, Saeed Sarfjoo, Chloe Salamin
Pubblicato in: Proceedings of 9th OpenSky Symposium 2020, 2021, Pagina/e 1-9
Editore: MDPI
DOI: 10.3390/engproc2021013008

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

Autori: Juan Zuluaga-Gomez, Iuliia Nigmatulina; Amrutha Prasad; Petr Motlicek, Karel Vesely, Martin Kocour, Igor Szoke
Pubblicato in: Interspeech 2021, 2021
Editore: Interspeech 2021
DOI: 10.21437/interspeech.2021-1373

Automatic Speech Recognition Benchmark for Air-Traffic Communications

Autori: Juan Zuluaga-Gomez, Petr Motlicek, Qingran Zhan, Karel Veselý, Rudolf Braun
Pubblicato in: Interspeech 2020, 2020, Pagina/e 2297-2301
Editore: ISCA
DOI: 10.21437/interspeech.2020-2173

A Comparison of Methods for OOV-Word Recognition on a New Public Dataset

Autori: Rudolf Braun; Srikanth Madikeri; Petr Motlicek
Pubblicato in: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Numero 1, 2021, Pagina/e 5979-5983, ISBN 978-1-7281-7605-5
Editore: IEEE
DOI: 10.1109/icassp39728.2021.9415124

Boosting of contextual information in ASR for air-traffic call-sign recognition

Autori: Martin Kocour, Karel Vesely, Alexander Blatt, Juan Zuluaga Gomez, Igor Szoke, Jan “Honza” Cernocky, Dietrich Klakow, Petr Motlicek
Pubblicato in: Interspeech 2021, 2021, Pagina/e 3301-3305
Editore: 2021 International Speech Communication Association
DOI: 10.21437/interspeech.2021-1619