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Speech Dereverberation using EM Algorithm and Kalman Filtering| old_uid | 16494 |
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| title | Speech Dereverberation using EM Algorithm and Kalman Filtering |
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| start_date | 2018/10/01 |
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| schedule | 14h-15h |
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| online | no |
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| location_info | salle C103 |
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| summary | My research interests include statistical signal processing, statistical inference and machine learning with applications to speech processing. In particular:
Single microphone speech enhancement and source separation.
Array processing techniques for source localization and acquisition and noise reduction. Application to speech enhancement, echo cancellation, and dereveberation.
Linear and nonlinear optimal filtering. Recursive Bayesian and non-Bayesian inference with application to speech processing.
System identification techniques and adaptive filtering.
Speech Processing for Hearing Aid Devices.
Distributed algorithms for wireless and ad hoc microphone arrays.
Data-driven methods (e.g. manifold learning, deep learning) in speech processing. |
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| responsibles | <not specified> |
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