no code implementations • 21 May 2020 • Zhiping Zeng, Van Tung Pham, Hai-Hua Xu, Yerbolat Khassanov, Eng Siong Chng, Chongjia Ni, Bin Ma
To this end, we extend our prior work [1], and propose a hybrid Transformer-LSTM based architecture.
no code implementations • 25 Nov 2019 • Van Tung Pham, Hai-Hua Xu, Yerbolat Khassanov, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma, Haizhou Li
To address this problem, in this work, we propose a new architecture that separates the decoder subnet from the encoder output.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +3
no code implementations • 8 Apr 2019 • Yerbolat Khassanov, Hai-Hua Xu, Van Tung Pham, Zhiping Zeng, Eng Siong Chng, Chongjia Ni, Bin Ma
The lack of code-switch training data is one of the major concerns in the development of end-to-end code-switching automatic speech recognition (ASR) models.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +1
1 code implementation • 8 Apr 2019 • Yerbolat Khassanov, Zhiping Zeng, Van Tung Pham, Hai-Hua Xu, Eng Siong Chng
However, learning the representation of rare words is a challenging problem causing the NLM to produce unreliable probability estimates.
1 code implementation • 1 Nov 2018 • Zhiping Zeng, Yerbolat Khassanov, Van Tung Pham, Hai-Hua Xu, Eng Siong Chng, Haizhou Li
Code-switching (CS) refers to a linguistic phenomenon where a speaker uses different languages in an utterance or between alternating utterances.