36 citations · 123 across the 43 of their papers we have counts for
9 papers · 1 filter
Multi-stage Speaker Extraction with Utterance and Frame-Level Reference Signals
Meng Ge, Chenglin Xu, Longbiao Wang +3
Speaker extraction requires a sample speech from the target speaker as the reference. However, enrolling a speaker with a long speech is not practical. We propose a speaker extract…
Enriching Under-Represented Named-Entities To Improve Speech Recognition Performance
Tingzhi Mao, Yerbolat Khassanov, Van Tung Pham +4
Automatic speech recognition (ASR) for under-represented named-entity (UR-NE) is challenging due to such named-entities (NE) have insufficient instances and poor contextual coverag…
Multilingual Approach to Joint Speech and Accent Recognition with DNN-HMM Framework
Yizhou Peng, Jicheng Zhang, Haobo Zhang +3
Human can recognize speech, as well as the peculiar accent of the speech simultaneously. However, present state-of-the-art ASR system can rarely do that. In this paper, we propose…
Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences
Boon Peng Yap, Andrew Koh, Eng Siong Chng
Domain adaptation or transfer learning using pre-trained language models such as BERT has proven to be an effective approach for many natural language processing tasks. In this wor…
Monolingual Data Selection Analysis for English-Mandarin Hybrid Code-switching Speech Recognition
Haobo Zhang, Haihua Xu, Van Tung Pham +2
In this paper, we conduct data selection analysis in building an English-Mandarin code-switching (CS) speech recognition (CSSR) system, which is aimed for a real CSSR contest in Ch…
Leveraging Text Data Using Hybrid Transformer-LSTM Based End-to-End ASR in Transfer Learning
Zhiping Zeng, Van Tung Pham, Haihua Xu +4
In this work, we study leveraging extra text data to improve low-resource end-to-end ASR under cross-lingual transfer learning setting. To this end, we extend our prior work [1], a…