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Yerbolat Khassanov

2 accepted papers

2024

Extending Multilingual ASR to New Languages Using Supplementary Encoder and Decoder Components

Yerbolat Khassanov, Zhipeng Chen, Tianfeng Chen, Tze Yuang Chong, Wei Li, Lu Lu +1
ICASSP 2024accepted

Extending multilingual automatic speech recognition (mASR) systems to new languages poses challenges, particularly when training data for existing languages is limited or unavailable. To tackle this issue, we suggest utilizing supplementary encoder and decoder components. Specifically, we propose ap…

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2020

Independent Language Modeling Architecture for End-To-End ASR

Van Tung Pham, Haihua Xu, Yerbolat Khassanov, Zhiping Zeng, Eng Siong Chng, Chongjia Ni +2
ICASSP 2020accepted

The attention-based end-to-end (E2E) automatic speech recognition (ASR) architecture allows for joint optimization of acoustic and language models within a single network. However, in a vanilla E2E ASR architecture, the decoder sub-network (subnet), which incorporates the role of the language model…

Cited by 0Source ↗Scholar ↗