Skip to main content
. Author manuscript; available in PMC: 2020 Aug 12.
Published in final edited form as: IEEE Access. 2020;8:106296–106309. doi: 10.1109/access.2020.2999546

TABLE 6.

Comparison of the proposed GRU model with LSTM model for different noise types. Noisy speech mixed with alert signal at 0 dB SNR.

Noise
Type
SE Method +
Separation
Objective measures
SAR SDR SIR CSII
GRU −2.32 −3.18 24.64 0.5243
Traffic LSTM −2.56 −3.90 24.17 0.5135
GRU 1.37 1.32 24.67 0.6222
Machinery LSTM 0.94 0.90 24.09 0.6142
GRU −4.02 −4.36 21.86 0.4178
Babble LSTM −4.33 −4.72 21.08 0.4096