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eess.AS2021★ 2 cited
SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System
Roza Chojnacka, Jason Pelecanos, Quan Wang +1
In this paper, we describe SpeakerStew - a hybrid system to perform speaker verification on 46 languages. Two core ideas were explored in this system: (1) Pooling training data of…
cs.CL2021
Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition
Jason Pelecanos, Quan Wang, Ignacio Lopez Moreno
Many neural network speaker recognition systems model each speaker using a fixed-dimensional embedding vector. These embeddings are generally compared using either linear or 2nd-or…