Zhenning Tan

OpenFEAT: Improving Speaker Identification by Open-Set Few-Shot Embedding Adaptation with Transformer

Household speaker identification with few enrollment utterances is an important yet challenging problem, especially when household members share similar voice characteristics and room acoustics. A common embedding space learned from a large number of speakers is not universally applicable for the op…