Keywords:
- Air traffic control
- Assistant Based Speech Recognition
- Automatic Speech Recognition
- Command Prediction Model
- Direction of arrival estimation
- Gaussian mixture
- Iterative learning
- Kalman filters
- localization
- machine learning
- microphone arrays
- Monte Carlo methods
- Multiple speaker localization
- multiple speakers
- semi-supervised learning
- speech recognition
- Steered response power
- tracking
- unsupervised learning
Publications of Youssef Oualil sorted by journal and type
Publications of type Idiap-RR
2017
| Semi-supervised Learning with Semantic Knowledge Extraction for Improved Speech Recognition in Air Traffic Control, , , , , and , Idiap-RR-21-2017 |
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2012
| A Multiple Hypothesis Gaussian Mixture Filter for Acoustic Source Localization and Tracking, , and , Idiap-RR-09-2012 |
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| A Probabilistic Framework for Multiple Speaker Localization, , , and , Idiap-RR-37-2012 |
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| A TDOA Gaussian Mixture Model for Improving Acoustic Source Tracking, , , and , Idiap-RR-10-2012 |
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Proceedings of Interspeech 2018 (2018)
| Iterative Learning of Speech Recognition Models for Air Traffic Control, , , , , , and , in: Proceedings of Interspeech 2018, ISCA, Hyderabad, India, pages 3519-3523, 2018 |
[DOI] |
37th AIAA/IEEE Digital Avionics Systems Conference (2018)
| Semi-supervised Adaptation of Assistant Based Speech Recognition Models for different Approach Areas, , , , , , , , , , and , in: 37th AIAA/IEEE Digital Avionics Systems Conference, AIAA/IEEE, London, 2018 |
[URL] |
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop (2017)
| A Context-Aware Speech recognition and Understanding System for Air Traffic Control Domain, , , , , and , in: Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, Okinawa, Japan, 2017 |
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Proceedings of the 7th SESAR Innovation Days (SID) (2017)
| Machine Learning of Controller Command Prediction Models from Recorded Radar Data and Controller Speech Utterances, , , , , , and , in: Proceedings of the 7th SESAR Innovation Days (SID), University of Belgrade, Belgrade, Serbia, 2017 |
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Proceedings of Interspeech 2017 (2017)
| Semi-supervised Learning with Semantic Knowledge Extraction for Improved Speech Recognition in Air Traffic Control, , , , , and , in: Proceedings of Interspeech 2017, Stockholm, Sweden, pages 2406-2410, 2017 |
[DOI] |
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (2013)
| A Probabilistic Framework for Multiple Speaker Localization, , , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2013 |
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13th International Workshop on Acoustic Signal Enhancement (2012)
| A Multiple Hypothesis Gaussian Mixture Filter for Acoustic Source Localization and Tracking, , and , in: 13th International Workshop on Acoustic Signal Enhancement, pages 233-236, 2012 |
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20th European Signal Processing Conference (2012)
| A TDOA Gaussian Mixture Model for Improving Acoustic Source Tracking, , , and , in: 20th European Signal Processing Conference, 2012 |
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Statistical and Perceptual Audition Workshop (2012)
| Joint Detection and Localization of Multiple Speakers using a Probabilistic Interpretation of the Steered Response Power, , , and , in: Statistical and Perceptual Audition Workshop, 2012 |
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