Single microphone source separation using high resolution signal reconstruction

@article{Kristjansson2004SingleMS,
  title={Single microphone source separation using high resolution signal reconstruction},
  author={Trausti T. Kristjansson and Hagai Attias and John R. Hershey},
  journal={2004 IEEE International Conference on Acoustics, Speech, and Signal Processing},
  year={2004},
  volume={2},
  pages={ii-817}
}
We present a method for separating two speakers from a single microphone channel. The method exploits the fine structure of male and female speech and relies on a strong high frequency resolution model for the source signals. The algorithm is able to identify the correct combination of male and female speech that best explains an observation and is able to reconstruct the component signals, relying on prior knowledge to 'fill in' regions that are masked by the other speaker. The two speaker… CONTINUE READING

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