A network trained only on simulated audio, SONNET, estimates microphone time delays on real-world recordings more accurately than GCC-PHAT and improves downstream self-calibration.
In: 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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SONNET: Enhancing Time Delay Estimation by Leveraging Simulated Audio
A network trained only on simulated audio, SONNET, estimates microphone time delays on real-world recordings more accurately than GCC-PHAT and improves downstream self-calibration.