86 citations · 363 across the 30 of their papers we have counts for
4 papers · 1 filter
Semantic Mask for Transformer based End-to-End Speech Recognition
Chengyi Wang, Yu Wu, Yujiao Du +7
Attention-based encoder-decoder model has achieved impressive results for both automatic speech recognition (ASR) and text-to-speech (TTS) tasks. This approach takes advantage of t…
A Transformer with Interleaved Self-attention and Convolution for Hybrid Acoustic Models
Liang Lu
Transformer with self-attention has achieved great success in the area of nature language processing. Recently, there have been a few studies on transformer for end-to-end speech r…
Self-Teaching Networks
Liang Lu, Eric Sun, Yifan Gong
We propose self-teaching networks to improve the generalization capacity of deep neural networks. The idea is to generate soft supervision labels using the output layer for trainin…
PyKaldi2: Yet another speech toolkit based on Kaldi and PyTorch
Liang Lu, Xiong Xiao, Zhuo Chen +1
We introduce PyKaldi2 speech recognition toolkit implemented based on Kaldi and PyTorch. While similar toolkits are available built on top of the two, a key feature of PyKaldi2 is…