Search Results for author: Genady Beryozkin

Found 6 papers, 2 papers with code

RED-ACE: Robust Error Detection for ASR using Confidence Embeddings

1 code implementation14 Mar 2022 Zorik Gekhman, Dina Zverinski, Jonathan Mallinson, Genady Beryozkin

ASR Error Detection (AED) models aim to post-process the output of Automatic Speech Recognition (ASR) systems, in order to detect transcription errors.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

KoBE: Knowledge-Based Machine Translation Evaluation

1 code implementation Findings of the Association for Computational Linguistics 2020 Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey

Our approach achieves the highest correlation with human judgements on 9 out of the 18 language pairs from the WMT19 benchmark for evaluation without references, which is the largest number of wins for a single evaluation method on this task.

Machine Translation Sentence +1

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