They found the relationship among perplexity (V/sub p/) on word-unit (or phoneme-unit), sentence length (L), word (or phoneme) recognition rate (R/sub w/), and ...
The branching factor and the perplexity have been used to measure the complexity of speech recognition task. In this paper. we describe our evaluation method ...
RELATIONSHIP AMONG PHONEME/WORD RECOGNITION RATE, PERPLEXITY. AND SENTENCE RECOGNITION AND CONPARISON OF LANGUAGE MODELS. Seiichi Nakagawa and Isao Murase.
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From this relationship, they can predict the sentence recognition rate, if the word (or phoneme) recognition performance and task definition are given. The ...
Relationship among phoneme/word recognition rate, perplexity and sentence recognition and comparison of language models. 著者標目. NAKAGAWA Seiichi. 出版年月日 ...
Relationship among phoneme/word recognition rate, perplexity and sentence recognition and comparison of language models · S. NakagawaIsao Murase. Computer ...
Much recent research has demonstrated that the correlation between a language model's perplexity and its effect on the word error rate of a speech ...
Relationship among phoneme/word recognition rate, perplexity and sentence recognition and comparison of language models pp. 589-592. The automatic ...
The methods are evaluated in speech recognition experiments and perplexity calculations. The test data consist of Finnish news articles and four language models.
Experiments. It is commonly believed that a lower word error rate shows superior accuracy in recognition of speech, compared with a higher word error rate. ...