Ivan Kremnev

Deep CNN Based Feature Extractor for Text-Prompted Speaker Recognition

Deep learning is still not a very common tool in speaker verification field. We study deep convolutional neural network performance in the text-prompted speaker verification task. The prompted passphrase is segmented into word states - i.e. digits - to test each digit utterance separately. We train…