Singel Channel Source Separation
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- 2006 — 2010
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The here presented studies were carried out within the basic project Robust, part of COAST. Robust deals with robust speech pre-processing for speech recognition. The development of a new method for source separation is the task within the speech enhancement module of Robust.
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As a first step, I carried out Single Channel Source Separation using synthetic a priori known excitation signals and searched for the vocal tract envelope (VTE) information. Some examples can be found here:VTE-based Singel Channel Source Separation
- First results for the source-filter based single channel source speartion can be found here:Source-Filter Based Single Sensor Speech Separation.
- Source-filter based single channel speech separation using multi-pitch tracking examples.