Multi-Modal Retrieval For Large Language Model Based Speech Recognition

no code implementations • 13 Jun 2024 • Jari Kolehmainen, Aditya Gourav, Prashanth Gurunath Shivakumar, Yile Gu, Ankur Gandhe, Ariya Rastrow, Grant Strimel, Ivan Bulyko

Retrieval is a widely adopted approach for improving language models leveraging external information.

Automatic Speech Recognition Language Modelling +5

PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers

no code implementations • 30 Mar 2023 • Rahul Pandey, Roger Ren, Qi Luo, Jing Liu, Ariya Rastrow, Ankur Gandhe, Denis Filimonov, Grant Strimel, Andreas Stolcke, Ivan Bulyko

End-to-End (E2E) automatic speech recognition (ASR) systems used in voice assistants often have difficulties recognizing infrequent words personalized to the user, such as names and places.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1