Grant P. Strimel

Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech Recognition

2023 · arXiv (Cornell University)

Attention-based contextual biasing approaches have shown significant improvements in the recognition of generic and/or personal rare-words in End-to-End Automatic Speech Recognition (E2E ASR) systems like neural transducers. These approaches employ cross-attention to bias the model …