Articles with "biasing transformer" as a keyword



Adaptive context biasing in transformer-based ASR systems

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Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-12121-4

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 increased resources,… read more here.

Keywords: adaptive context; biasing transformer; biased words; context biasing ... See more keywords