Search Results for author: Juan Wei

Found 3 papers, 0 papers with code

Frame Stacking and Retaining for Recurrent Neural Network Acoustic Model

no code implementations17 May 2017 Xu Tian, Jun Zhang, Zejun Ma, Yi He, Juan Wei

The system which combined frame retaining with frame stacking could reduces the time consumption of both training and decoding.

General Classification

Deep LSTM for Large Vocabulary Continuous Speech Recognition

no code implementations21 Mar 2017 Xu Tian, Jun Zhang, Zejun Ma, Yi He, Juan Wei, Peihao Wu, Wenchang Situ, Shuai Li, Yang Zhang

It is a competitive framework that LSTM models of more than 7 layers are successfully trained on Shenma voice search data in Mandarin and they outperform the deep LSTM models trained by conventional approach.

speech-recognition Speech Recognition +1

Exponential Moving Average Model in Parallel Speech Recognition Training

no code implementations3 Mar 2017 Xu Tian, Jun Zhang, Zejun Ma, Yi He, Juan Wei

As training data rapid growth, large-scale parallel training with multi-GPUs cluster is widely applied in the neural network model learning currently. We present a new approach that applies exponential moving average method in large-scale parallel training of neural network model.

speech-recognition Speech Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.