Search Results for author:
Found 6 papers, 0 papers with code
Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation
In this paper, we propose a new problem to meet the practical application need, \emph{i. e.}, road network-constrained trajectory (RNTraj) generation, which can directly generate trajectories on the road network with road-related information.
Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input
Non-autoregressive (NAR) transformer models have achieved significantly inference speedup but at the cost of inferior accuracy compared to autoregressive (AR) models in automatic speech recognition (ASR).
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
+1
Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks
Our best systems achieve a relative improvement of 11. 9% and 8. 3% on the TIMIT and WSJ tasks respectively.
A Random Gossip BMUF Process for Neural Language Modeling
One important challenge of training an NNLM is to leverage between scaling the learning process and handling big data.
Phrase-Level Class based Language Model for Mandarin Smart Speaker Query Recognition
In this work, we propose to train pruned language models for the word classes to replace the slots in the root n-gram.
Candidates vs. Noises Estimation for Large Multi-Class Classification Problem
This paper proposes a method for multi-class classification problems, where the number of classes K is large.
