116 citations · 911 across the 43 of their papers we have counts for
5 papers · 1 filter
Speaker Adaptation for Attention-Based End-to-End Speech Recognition
Zhong Meng, Yashesh Gaur, Jinyu Li +1
We propose three regularization-based speaker adaptation approaches to adapt the attention-based encoder-decoder (AED) model with very limited adaptation data from target speakers…
Adversarial Speaker Adaptation
Zhong Meng, Jinyu Li, Yifan Gong
We propose a novel adversarial speaker adaptation (ASA) scheme, in which adversarial learning is applied to regularize the distribution of deep hidden features in a speaker-depende…
Adversarial Speaker Verification
Zhong Meng, Yong Zhao, Jinyu Li +1
The use of deep networks to extract embeddings for speaker recognition has proven successfully. However, such embeddings are susceptible to performance degradation due to the misma…
Attentive Adversarial Learning for Domain-Invariant Training
Zhong Meng, Jinyu Li, Yifan Gong
Adversarial domain-invariant training (ADIT) proves to be effective in suppressing the effects of domain variability in acoustic modeling and has led to improved performance in aut…
Conditional Teacher-Student Learning
Zhong Meng, Jinyu Li, Yong Zhao +1
The teacher-student (T/S) learning has been shown to be effective for a variety of problems such as domain adaptation and model compression. One shortcoming of the T/S learning is…