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Rataj, Jürgen (2018) MALORCA: Machine Learning meets Automatic Speech Recognition in ATC. WAC-2018 WORKSHOP: DATA DRIVEN ATM: GOING DIGITAL, 2018-03-06 - 2018-03-08, Madrid, Spanien.
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Abstract
MALORCA developed a low cost mechanism to configure a speech recognizer to a specific airport Radar data improves unsupervised learning considerably Demonstration airport are Vienna and Prague An initial transcribed data set of 4 hours was used Recognition was increased by adding 21 hours of untranscribed data to 92% from 80% TRL 1 and 2 reached with the developed system
| Item URL in elib: | https://elib.dlr.de/119520/ | ||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||
| Title: | MALORCA: Machine Learning meets Automatic Speech Recognition in ATC | ||||||||
| Authors: |
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| Date: | 8 March 2018 | ||||||||
| Refereed publication: | No | ||||||||
| Open Access: | No | ||||||||
| Gold Open Access: | No | ||||||||
| In SCOPUS: | No | ||||||||
| In ISI Web of Science: | No | ||||||||
| Status: | Published | ||||||||
| Keywords: | assistance based speech recognizer, learning mechanisms, AcListant, Controller assistance Systems, speech recognition | ||||||||
| Event Title: | WAC-2018 WORKSHOP: DATA DRIVEN ATM: GOING DIGITAL | ||||||||
| Event Location: | Madrid, Spanien | ||||||||
| Event Type: | Workshop | ||||||||
| Event Start Date: | 6 March 2018 | ||||||||
| Event End Date: | 8 March 2018 | ||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||
| HGF - Program: | Aeronautics | ||||||||
| HGF - Program Themes: | other | ||||||||
| DLR - Research area: | Aeronautics | ||||||||
| DLR - Program: | L - no assignment | ||||||||
| DLR - Research theme (Project): | L - Managementaufgaben Luftfahrt | ||||||||
| Location: | Braunschweig | ||||||||
| Institutes and Institutions: | Institute of Flight Guidance > Controller Assistance | ||||||||
| Deposited By: | Diederich, Kerstin | ||||||||
| Deposited On: | 25 Sep 2018 14:39 | ||||||||
| Last Modified: | 24 Apr 2024 20:23 |
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