Unverified50% confidenceFactExact time
Word error rate (WER) is defined as (substitutions + deletions + insertions) / number of reference words, with lower values indicating closer match to the reference text.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedThe word error rate formula is WER = (S + D + I) / N, where S is the number of substitution errors, D is the number of deletion errors, I is the number of insertion errors, and N is the total number of words in the reference text.80% similarUnverifiedASR转录文字稿的准确率上限直接决定下游LLM语义分析的质量上限，转录错误会降低大模型对重复片段、气口位置的判断精度64% similarUnverifiedThe traditional cascaded approach (ASR→LLM→TTS) brings three types of losses: cascading latency, loss of paralinguistic information, and error accumulation.62% similarUnverifiedvalence refers to the cumulative scoring direction of a note, usually a value from -1 to +1; a negative value indicates the suggestion was ineffective multiple times, and a positive value indicates it was effective multiple times.60% similarUnverifiedThe margin is defined as the difference between the threshold and the current value of the staleness signal; the larger the margin, the smaller the difference between the current input and the input at the last refresh, and the smaller the approximation error introduced by reusing old activations.59% similar
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