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(PDF) Maximum likelihood approach for blind audio …
https://www.researchgate.net/publication/4192860_Maximum_likelihood_approach_for_blind_audio_source_separation_using_time-frequency_Gaussian_source_models
Maximum likelihood approach for blind audio source separation using time-frequency Gaussian source models. ... This paper presents a computationally efficient …
MAXIMUM LIKELIHOOD APPROACH FOR BLIND AUDIO …
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.640.6981
CiteSeerX - Document Details (Isaac Councill, Lee Giles, Pradeep Teregowda): In this paper we propose a simple time-frequency Gaussian model of audio signals that allows for separation of possibly underdeter-mined and noisy linear instantaneous mixtures. An efcient EM algorithm is proposed to estimate the mixing matrix, the noise co-variance and covariances of the source t …
MAXIMUM LIKELIHOOD APPROACH FOR BLIND …
https://www.researchgate.net/profile/Cedric-Fevotte/publication/4192860_Maximum_likelihood_approach_for_blind_audio_source_separation_using_time-frequency_Gaussian_source_models/links/54609a7e0cf2c1a63bfe329e/Maximum-likelihood-approach-for-blind-audio-source-separation-using-time-frequency-Gaussian-source-models.pdf
2005 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics October 16-19, 2005, New Paltz, NY MAXIMUM LIKELIHOOD APPROACH …
Blind Source Separation Method Based on Neural …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7867157/
In this paper, a blind source separation method, combining the maximum likelihood estimation criterion and an NN with a bias term, is proposed. The method adds L2 regularization terms for weights and biases to the loss function to improve the steady-state performance and designs a novel optimization algorithm with a dual acceleration strategy to improve the …
A maximum likelihood approach to single-channel source ...
https://dl.acm.org/doi/10.1162/jmlr.2003.4.7-8.1365
The Journal of Machine Learning Research. Journal Home; Just Accepted; Latest Issue; Archive; Author List; Home Collections Hosted Content The Journal of Machine Learning Research Vol. 4, No. 7-8 A maximum likelihood approach to single-channel source separation Collections Hosted Content The Journal of Machine Learning Research Vol. 4, No. 7-8 A …
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