338 citations · 1.1k across the 73 of their papers we have counts for
4 papers · 1 filter
Future Vector Enhanced LSTM Language Model for LVCSR
Qi Liu, Yanmin Qian, Kai Yu
Language models (LM) play an important role in large vocabulary continuous speech recognition (LVCSR). However, traditional language models only predict next single word with given…
A Study on Effects of Implicit and Explicit Language Model Information for DBLSTM-CTC Based Handwriting Recognition
Qi Liu, Lijuan Wang, Qiang Huo
Deep Bidirectional Long Short-Term Memory (D-BLSTM) with a Connectionist Temporal Classification (CTC) output layer has been established as one of the state-of-the-art solutions fo…
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition
Dingmin Wang, Chenghua Lin, Qi Liu +1
We present a fast and scalable architecture called Explicit Modular Decomposition (EMD), in which we incorporate both classification-based and extraction-based methods and design f…
Adversarial Attack on DL-based Massive MIMO CSI Feedback
Qing Liu, Jiajia Guo, Chao-Kai Wen +1
With the increasing application of deep learning (DL) algorithms in wireless communications, the physical layer faces new challenges caused by adversarial attack. Such attack has s…