2 papers
cs.SD2022
Generation of Speaker Representations Using Heterogeneous Training Batch Assembly
Yu-Huai Peng, Hung-Shin Lee, Pin-Tuan Huang +1
In traditional speaker diarization systems, a well-trained speaker model is a key component to extract representations from consecutive and partially overlapping segments in a long…
cs.SD2022
Chain-based Discriminative Autoencoders for Speech Recognition
Hung-Shin Lee, Pin-Tuan Huang, Yao-Fei Cheng +1
In our previous work, we proposed a discriminative autoencoder (DcAE) for speech recognition. DcAE combines two training schemes into one. First, since DcAE aims to learn encoder-d…