...Qian-Bei Hong; Chung-Hsien Wu; Hsin-Min Wang This paper proposes a novel speaker-specific articulatory feature (AF) extraction model based on knowledge distillation (KD) for speaker recognition. First, an AF extractor is trained as a teacher model for extracting the AF profiles of the input speaker...

...Lantian Li; Xingliang Cheng; Thomas Fang Zheng Speaker recognition aims to recognize the identity of the speaking person. After decades of research, current speaker recognition systems have achieved rather satisfactory performance, and have been deployed in a wide range of practical applications...

...Chien-Lin Huang; Jia-Ching Wang; Bin Ma This paper presents an ensemble-based speaker recognition using unsupervised data selection. Ensemble learning is a type of machine learning that applies a combination of several weak learners to achieve an improved performance than a single learner. A speech...