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Adaptive context biasing in transformer-based ASR systems

Abstract With the advancement of neural networks, end-to-end neural automatic speech recognition (ASR) systems have demonstrated significant improvements in identifying contextually biased words. However, the incorporation of bias layers introduces additional computational complexity, requires incre...

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Bibliografische gegevens
Hoofdauteurs: Nurmemet Yolwas, Yineng Cai, Lixu Sun, Yongchao Li, Wushouer Silamu, Qiqi Du, Ya Huang, Zhiwu Sun, Jian Peng, Yajie Wei
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Portfolio 2025-08-01
Reeks:Scientific Reports
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Online toegang:https://doi.org/10.1038/s41598-025-12121-4
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