language-model-rescoring

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Melodiz / RBPO

The Anatomy of the CTC Oracle Gap: the near-converged CTC ASR decoding bottleneck is linguistic, not acoustic. MBR + RoBERTa PLL → ~9% relative WER reduction. Paper + code

pytorch speech-recognition beam-search asr k2 ctc librispeech roberta mbr-decoding language-model-rescoring

Updated Jun 24, 2026
Python

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