6 citations · 19 across the 12 of their papers we have counts for
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cs.LG2023
O-1: Self-training with Oracle and 1-best Hypothesis
Murali Karthick Baskar, Andrew Rosenberg, Bhuvana Ramabhadran +1
We introduce O-1, a new self-training objective to reduce training bias and unify training and evaluation metrics for speech recognition. O-1 is a faster variant of Expected Minimu…
cs.CL2023
Robust Knowledge Distillation from RNN-T Models With Noisy Training Labels Using Full-Sum Loss
Mohammad Zeineldeen, Kartik Audhkhasi, Murali Karthick Baskar +1
This work studies knowledge distillation (KD) and addresses its constraints for recurrent neural network transducer (RNN-T) models. In hard distillation, a teacher model transcribe…