Showing eess.ASShow all
2 papers · 1 filter
eess.AS2023
Discriminative Speech Recognition Rescoring with Pre-trained Language Models
Prashanth Gurunath Shivakumar, Jari Kolehmainen, Yile Gu +3
Second pass rescoring is a critical component of competitive automatic speech recognition (ASR) systems. Large language models have demonstrated their ability in using pre-trained…
eess.AS2023
Personalization for BERT-based Discriminative Speech Recognition Rescoring
Jari Kolehmainen, Yile Gu, Aditya Gourav +4
Recognition of personalized content remains a challenge in end-to-end speech recognition. We explore three novel approaches that use personalized content in a neural rescoring step…