On Training Targets for Supervised LPC Estimation to Augmented Kalman Filter-based Speech Enhancement Sujan Kumar Roya,∗, Aaron Nicolsonb , Kuldip K. Paliwala a Signal Processing Laboratory, Griffith University, Nathan Campus, Brisbane, QLD, 4111, Australia b Australian eHealth R…

Kalman Filtering with Machine Learning Methods for Speech Enhancement Author Roy, Sujan K Published 2021-05-04 Thesis Type Thesis (PhD Doctorate) School School of Eng & Built Env DOI https://doi.org/10.25904/1912/4179 Copyright Statement The author owns the copyright in this thes…

Sensitivity Metric-Based Tuning of the Augmented Kalman Filter for Speech Enhancement Author Roy, Sujan Kumar, Paliwal, Kuldip K Published 2020 Conference Title 2020 14th International Conference on Signal Processing and Communication Systems (ICSPCS) Version Accepted Manuscript …

signals Article Robustness and Sensitivity Tuning of the Kalman Filter for Speech Enhancement Sujan Kumar Roy * and Kuldip K. Paliwal Signal Processing Laboratory, Griffith University, Nathan Campus, Brisbane, QLD 4111, Australia; [email protected] * Correspondence: [email protec…

Deep Residual Network-Based Augmented Kalman Filter for Speech Enhancement Sujan Kumar Roy and Kuldip K. Paliwal Signal Processing Laboratory, Griffith School of Engineering Griffith University, Brisbane, QLD, Australia, 4111 E-mail: [email protected] , [email protected] Abstract…

Causal Convolutional Encoder Decoder-Based Augmented Kalman Filter for Speech Enhancement Sujan Kumar Roy, Kuldip K. Paliwal Signal Processing Laboratory, Griffith School of Engineering Griffith University, Brisbane, QLD, Australia, 4111 [email protected] , [email protected] Abst…

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Characterizations of woven frames A. Bhandaria , S. Mukherjeea,1,∗ arXiv:1809.09465v2 [math.FA] 8 May 2019 a Dept. of Mathematics, NIT Meghalaya, Shillong 793003, India Abstract In a separable Hilbert space H, two frames {fi }i∈I and {gi }i∈I are said to be woven if there are con…

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Log In Sign Up About Press Papers Terms Privacy Copyright We're Hiring! Help Center Claim details Research claim Deep learning enhances LPC estimates in the AKF, resulting in improved speech enhancement amid real-world noise variations. Computer Science Kalman Filter Speech enhan…

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