word error rate
PulseAugur coverage of word error rate — every cluster mentioning word error rate across labs, papers, and developer communities, ranked by signal.
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New paradigm improves ASR metrics by correlating errors with human perception
Researchers have introduced a new paradigm for evaluating automatic speech recognition (ASR) systems that aims to improve upon existing metrics like Word Error Rate (WER) and Character Error Rate (CER). The proposed met…
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New LLMs unify audio and language processing for full-duplex and medical applications
Researchers have developed UAF, a novel unified audio front-end LLM designed for full-duplex speech interaction. This model integrates diverse audio front-end tasks like voice activity detection and turn-taking into a s…
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Researchers introduce RAS, a new metric for reliable speech recognition systems
Researchers have introduced RAS, a new metric designed to evaluate the reliability of automatic speech recognition (ASR) systems. Unlike traditional metrics that focus solely on accuracy, RAS accounts for the system's c…
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Gladia open-sources normalization library to improve STT evaluation accuracy
A new open-source library, gladia-normalization, has been released to address inconsistencies in evaluating speech-to-text (STT) models. The library standardizes transcripts before calculating Word Error Rate (WER), pre…