111 citations · 389 across the 65 of their papers we have counts for
10 papers · 1 filter
AP16-OL7: A Multilingual Database for Oriental Languages and A Language Recognition Baseline
Dong Wang, Lantian Li, Difei Tang +1
We present the AP16-OL7 database which was released as the training and test data for the oriental language recognition (OLR) challenge on APSIPA 2016. Based on the database, a bas…
Local Training for PLDA in Speaker Verification
Chenghui Zhao, Lantian Li, Dong Wang +1
PLDA is a popular normalization approach for the i-vector model, and it has delivered state-of-the-art performance in speaker verification. However, PLDA training requires a large…
OC16-CE80: A Chinese-English Mixlingual Database and A Speech Recognition Baseline
Dong Wang, Zhiyuan Tang, Difei Tang +1
We present the OC16-CE80 Chinese-English mixlingual speech database which was released as a main resource for training, development and test for the Chinese-English mixlingual spee…
Multi-task Recurrent Model for True Multilingual Speech Recognition
Zhiyuan Tang, Lantian Li, Dong Wang
Research on multilingual speech recognition remains attractive yet challenging. Recent studies focus on learning shared structures under the multi-task paradigm, in particular a fe…
Memory Visualization for Gated Recurrent Neural Networks in Speech Recognition
Zhiyuan Tang, Ying Shi, Dong Wang +2
Recurrent neural networks (RNNs) have shown clear superiority in sequence modeling, particularly the ones with gated units, such as long short-term memory (LSTM) and gated recurren…
Collaborative Learning for Language and Speaker Recognition
Lantian Li, Zhiyuan Tang, Dong Wang +3
This paper presents a unified model to perform language and speaker recognition simultaneously and altogether. The model is based on a multi-task recurrent neural network where the…