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Is it possible to use ML to have greater bandwidth at lower SNR?
by sydthrowaway 5y ago
Is it possible to use ML to have greater bandwidth at lower SNR?
- danuker 5y agoI'd imagine training data would be the limiting factor.
- ggerganov 5y agoProbably, but I suppose you would need lots of training data in various surrounding conditions and hardware (mic, speakers). I wanted to experiment with using a mic-array in order to improve the SNR. Got a 4 Mic ReSpeaker [0] some time ago, but haven't played with it yet. My expectation is that capturing the audio simultaneously with multiple mics should reduce the noise and thus improve the robustness of the transmission allowing to increase the bandwidth. [0] https://respeaker.io/4_mic_array/ https://respeaker.io/4_mic_array/