Deep Speaker: an End-to-End Neural Speaker Embedding System
Table 9: The text-dependent speaker recognition performance of different systems on XiaoDu dataset.
['system', 'EER[%]', 'ACC[%]']
The flag “on Train50k” means the Deep Speaker models are only trained on Train50k, while the flag “finetuned” indicates that we first trained the model on Train50k, then used the XiaoDu dataset to fine-tune with triplet loss for Deep Speaker systems, and i-vector extraction for the DNN i-vector system.