A Mixing Matrix Estimation Method for Blind Source Separation of Underdetermined Audio Mixture

Lee M, Sung KM. A Mixing Matrix Estimation Method for Blind Source Separation of Underdetermined Audio Mixture. In: AES Convention 133. Audio Engineering Society; 2012. Paper 8798. Available from: https://aes.org/publications/elibrary-page/?id=16540

@inproceedings{Lee2012_16540,
  author = {Lee, Mingu and Sung, Keong-Mo},
  title = {{A Mixing Matrix Estimation Method for Blind Source Separation of Underdetermined Audio Mixture}},
  booktitle = {AES Convention 133},
  note = {Paper 8798},
  year = {2012},
  month = oct,
  publisher = {Audio Engineering Society},
  url = {https://aes.org/publications/elibrary-page/?id=16540}
}

TY  - CPAPER
TI  - A Mixing Matrix Estimation Method for Blind Source Separation of Underdetermined Audio Mixture
AU  - Lee, Mingu
AU  - Sung, Keong-Mo
T2  - AES Convention 133
M1  - Paper 8798
PY  - 2012
DA  - 2012/10/06
UR  - https://aes.org/publications/elibrary-page/?id=16540
PB  - Audio Engineering Society
LA  - en
AB  - A new mixing matrix estimation method for under-determined blind source separation of audio signals is proposed. By statistically modeling the local features, i.e., the magnitude ratio and phase difference of the mixtures, in a time-frequency region, a region can have information of the mixing angle of a source with reliability amounted to its likelihood. Regional data are then clustered with statistical tests based on their likelihood to produce estimates for the mixing angle of the sources as well as the number of them. Experimental results show that the proposed mixing matrix estimation algorithm outperform the existing methods.
ER  -