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20202023
most citedRecent Developments on ESPnet Toolkit Boosted by Conformer

40 citations · 60 across the 10 of their papers we have counts for

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Showing 2022Show all

5 papers · 1 filter

cs.SD2022★ 2 cited

Joint Pre-Training with Speech and Bilingual Text for Direct Speech to Speech Translation

Kun Wei, Long Zhou, Ziqiang Zhang +5

Direct speech-to-speech translation (S2ST) is an attractive research topic with many advantages compared to cascaded S2ST. However, direct S2ST suffers from the data scarcity probl…

eess.AS2022

Leveraging Acoustic Contextual Representation by Audio-textual Cross-modal Learning for Conversational ASR

Kun Wei, Yike Zhang, Sining Sun +2

Leveraging context information is an intuitive idea to improve performance on conversational automatic speech recognition(ASR). Previous works usually adopt recognized hypotheses o…

cs.SD2022★ 1 cited

Improving Transformer-based Conversational ASR by Inter-Sentential Attention Mechanism

Kun Wei, Pengcheng Guo, Ning Jiang

Transformer-based models have demonstrated their effectiveness in automatic speech recognition (ASR) tasks and even shown superior performance over the conventional hybrid framewor…

cs.LG2022★ 10 cited

ME-GAN: Learning Panoptic Electrocardio Representations for Multi-view ECG Synthesis Conditioned on Heart Diseases

Jintai Chen, Kuanlun Liao, Kun Wei +3

Electrocardiogram (ECG) is a widely used non-invasive diagnostic tool for heart diseases. Many studies have devised ECG analysis models (e.g., classifiers) to assist diagnosis. As…

cs.SD2022

Conversational Speech Recognition By Learning Conversation-level Characteristics

Kun Wei, Yike Zhang, Sining Sun +2

Conversational automatic speech recognition (ASR) is a task to recognize conversational speech including multiple speakers. Unlike sentence-level ASR, conversational ASR can natura…