79 citations · 81 across the 2 of their papers we have counts for
4 papers · 1 filter
Adversarial Joint Training with Self-Attention Mechanism for Robust End-to-End Speech Recognition
Lujun Li, Yikai Kang, Yuchen Shi +3
Lately, the self-attention mechanism has marked a new milestone in the field of automatic speech recognition (ASR). Nevertheless, its performance is susceptible to environmental in…
Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech Recognition
Ludwig Kürzinger, Edgar Ricardo Chavez Rosas, Lujun Li +2
Recent advances in Automatic Speech Recognition (ASR) demonstrated how end-to-end systems are able to achieve state-of-the-art performance. There is a trend towards deeper neural n…
CTC-Segmentation of Large Corpora for German End-to-end Speech Recognition
Ludwig Kürzinger, Dominik Winkelbauer, Lujun Li +2
Recent end-to-end Automatic Speech Recognition (ASR) systems demonstrated the ability to outperform conventional hybrid DNN/ HMM ASR. Aside from architectural improvements in those…
Regularized Forward-Backward Decoder for Attention Models
Tobias Watzel, Ludwig Kürzinger, Lujun Li +1
Nowadays, attention models are one of the popular candidates for speech recognition. So far, many studies mainly focus on the encoder structure or the attention module to enhance t…