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de Fréin, Ruairí, Rickard, Scott T. and Pearlmutter, Barak A. (2004) Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation. In: Independent Component Analysis and Blind Signal Separation. Lecture Notes in Computer Science (LNCS) (5441). Springer, pp. 573-580. ISBN 9783642005992
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Abstract
We describe a new localisation and source separation algorithm which is based upon the accurate construction of time-frequency spatial signatures. We present a technique for constructing time-frequency spatial signatures with the required accuracy. This algorithm for multi-channel source separation and localisation allows arbitrary placement of microphones yet achieves good performance. We demonstrate the efficacy of the technique using source location estimates and compare estimated time-frequency masks with the ideal 0 dB mask.
| Item Type: | Book Section |
|---|---|
| Additional Information: | Cite this paper as: de Fréin R., Rickard S.T., Pearlmutter B.A. (2009) Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation. In: Adali T., Jutten C., Romano J.M.T., Barros A.K. (eds) Independent Component Analysis and Signal Separation. ICA 2009. Lecture Notes in Computer Science, vol 5441. Springer, Berlin, Heidelberg |
| Keywords: | Time-Frequency Dictionaries; Source Separation; Time-Frequency Masking; Source Localisation; |
| Academic Unit: | Faculty of Science and Engineering > Computer Science |
| Item ID: | 8118 |
| Identification Number: | 10.1007/978-3-642-00599-2_72 |
| Depositing User: | Barak Pearlmutter |
| Date Deposited: | 04 Apr 2017 10:31 |
| Publisher: | Springer |
| Refereed: | Yes |
| Related URLs: | |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/8118 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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