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Weighted Spatial Covariance Matrix Estimation for MUSIC based TDOA Estimation of Speech Source
Tools for TDOA, DOA estimation using WSCM-MUSIC method in the paper, please cite:
Chenglin Xu, Xiong Xiao, Sining Sun, Wei Rao, Eng Siong Chng, and Haizhou Li.
"Weighted Spatial Covariance Matrix Estimation for MUSIC based TDOA
Estimation of Speech Source." Proc. Interspeech 2017 (2017): 1894-1898.
1. It supports 8-channel circular array with diameter 0.2m, single speaker in noise and reverberant environment. One channel in one wavfile with the format (i.e., "*_ch1.wav"). An example is shown in the "./data" folder.
Remember to revise the input wav part, if your wav is 8 channels in one file. Store them in Int16, as our inputs to network are Int16.
2. If your array is not circular with diameter 0.2m, you need to revise the trueTDOA.m and doa2tdoa.m accordingly.
3. In our example, the true DOA is 135, and the estimation is also 135.