Hybrid Residual Block Time-Delay Neural Network Embeddings for Speaker Recognition

2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART)(2021)

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摘要
Current speaker recognition systems are based ei-ther on time-delay neural network (TDNN) x-vectors or ResNet embedding speaker representations. Both architectures have their advantages and this paper aims to benefit from their prominent and complementary features. In contrast to what has been already proposed in the literature, we investigate the impact of using only one residual neural network b...
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关键词
Neural networks,Speaker recognition,Noise measurement,Task analysis,Standards,Residual neural networks
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