Without time calibration, speaker distance estimation relies on early reverberation cues achieving 1.29m MAE, while with calibration it uses propagation delay for 0.14m MAE.
Further analysis is carried out on the effect of propagation delay and source level for the speaker distance estimation task
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Dependence on Early and Late Reverberation of Single-Channel Speaker Distance Estimation
Without time calibration, speaker distance estimation relies on early reverberation cues achieving 1.29m MAE, while with calibration it uses propagation delay for 0.14m MAE.