Before revision:  Comparing with the speaker identification accuracy on the clean speaker embeddings (98.5\%) , the obtained results show that one of the speaker embedding de-mixing architectures obtain close performance, reaching 96.9\% test accuracy on TIMIT when the SNR between the target speaker and interfering speaker is 5 dB.
After revision:  Comparing with the speaker identification accuracy on the clean speaker embeddings , the obtained results show that one of the speaker embedding de-mixing architectures obtain close performance, reaching 96.9\% test accuracy on TIMIT when the SNR between the target speaker and interfering speaker is 5 dB.