Keywords:
- Air traffic control
- air traffic control communications
- air traffic controller
- air traffic controller’s workload
- air traffic management
- Artificial intelligence
- Assistant Based Speech Recognition
- assistant system
- Automatic Speech Recognition
- automatic speech recognition and understanding
- automatic speech understanding
- chunking
- command recognition rate
- Customization of model
- diarization
- electronic flight strips
- human factors
- human-in-the-loop simulation
- Integration of prior knowledge
- machine learning
- model adaptation
- multiple remote tower
- multitask acoustic modeling
- named entity recognition
- radar label
- Rare-word integration
- Readback Error Detection
- saftety
- self-supervised pre-training
- situation awareness
- Speaker change detection
- speaker role classification
- speaker role detection
- speaker role identification
- speech recognition
- speech understanding
- Text-based speaker diarization
- tower utterances
- wav2vec 2.0
Publications of Oliver Ohneiser sorted by journal and type
Publications of type Idiap-RR
2021
| BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications, , , , , , and , Idiap-RR-15-2021 |
| Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR, , , , , , and , Idiap-RR-22-2021 |
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Aerospace
| Assistant Based Speech Recognition Support for Air Traffic Controllers in a Multiple Remote Tower Environment, , , , , , , , , , , , and , in: Aerospace, 10(6), 2023 |
[DOI] [URL] |
| Validating Automatic Speech Recognition and Understanding for Pre-Filling Radar Labels-Increasing Safety While Reducing Air Traffic Controllers' Workload, , , , , , , and , in: Aerospace, 10(6):538, 2023 |
[DOI] |
13th SESAR Innovation Days (2023)
| Automatic Speech Analysis Framework for ATC Communication in HAAWAII, , , , , and , in: 13th SESAR Innovation Days, 2023 |
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Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023) (2023)
| Automatic Speech Recognition and Understanding for Radar Label Maintenance Support Increases Safety and Reduces Air Traffic Controllers’ Workload, , , , , , , , , , , and , in: Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023), Eurocontrol (Europe), FAA (U.S.), Savannah, Georgia, USA, 2023 |
[URL] |
2023 IEEE Spoken Language Technology Workshop (SLT) (2023)
| BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications, , , , , , and , in: 2023 IEEE Spoken Language Technology Workshop (SLT), IEEE, 2023 |
[URL] |
Proc. 13th SESAR Innovation Days (2023)
| Customization of Automatic Speech Recognition Engines for Rare Word Detection Without Costly Model Re-Training, , , , , , and , in: Proc. 13th SESAR Innovation Days, Seville, Spain, 2023 |
[DOI] [URL] |
2023 IEEE Spoken Language Technology Workshop (SLT) (2023)
| How Does Pre-trained Wav2Vec 2.0 Perform on Domain-Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications, , , , , , , , and , in: 2023 IEEE Spoken Language Technology Workshop (SLT), IEEE, 2023 |
[URL] |
12th SESAR Innovation Days (2022)
| Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition, , , , , , and , in: 12th SESAR Innovation Days, 2022 |
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11th SESAR Innovation Days (2022)
| Readback Error Detection by Automatic Speech Recognition and Understanding -- Results of HAAWAII Project for Isavia’s Enroute Airspace, , , , , , , , , and , in: 11th SESAR Innovation Days, SESAR, pages 9, 2022 |
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2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC) (2021)
| Automated Interpretation of Air Traffic Control Communication: The Journey from Spoken Words to a Deeper Understanding of the Meaning, , , , , , , and , in: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), San Antonio, TX, USA, pages 1-9, IEEE, 2021 |
[DOI] |
11th SESAR Innovation Days (2021)
| Measuring Speech Recognition And Understanding Performance in Air Traffic Control Domain Beyond Word Error Rates, , , , , , , , and , in: 11th SESAR Innovation Days, 2021 |
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Fourteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2021) (2021)
| Readback Error Detection by Automatic Speech Recognition to Increase ATM Safety, , , , , , , , , , , , , and , in: Fourteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2021), The United States Federal Aviation Administration (FAA), EUROCONTROL, pages 10, 2021 |
[URL] |
Interspeech (2021)
| Robust Command Recognition for Lithuanian Air Traffic Control Tower Utterances, , , , , , , and , in: Interspeech, 2021 |
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