Real-time speaker recognition system using multi-stream i-vectors for AI assistant

We describe a real-time speaker recognition that works in sync with ASR engine. In order to improve recognition accuracy, we employed multi-stream i-vectors. The proposed multi-stream i-vectors compensate the limited amount of information contained in a single i-vector. Our approach outperforms than the convensional i-vector method in terms of EER.