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

Contracting Boundary of a Cusped Space

no code implementations • 15 Dec 2020 • Abhijit Pal, Rahul Pandey

Let $G$ be a finitely generated group.

Group Theory Geometric Topology 20F65, 20F67, 50M07

Modeling Human Annotation Errors to Design Bias-Aware Systems for Social Stream Processing

no code implementations • 16 Jul 2019 • Rahul Pandey, Carlos Castillo, Hemant Purohit

High-quality human annotations are necessary to create effective machine learning systems for social media.

Active Learning BIG-bench Machine Learning