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Partha Parthasarathy

2 accepted papers

2023

Fast and Accurate Factorized Neural Transducer for Text Adaption of End-to-End Speech Recognition Models

ICASSP 2023accepted

Neural transducer is now the most popular end-to-end model for speech recognition, due to its naturally streaming ability. However, it is challenging to adapt it with text-only data. Factorized neural transducer (FNT) model was proposed to mitigate this problem. The improved adaptation ability of FN…

Cited by 0SourceScholar
2021

Ensemble Combination between Different Time Segmentations

ICASSP 2021accepted

Hypothesis-level combination between multiple models can often yield gains in speech recognition. However, all models in the ensemble are usually restricted to use the same audio segmentation times. This paper proposes to generalise hypothesis-level combination, allowing the use of different audio s…

Cited by 0SourceScholar