[PDF][PDF] The CSU-K Rule-Based System for the 2nd Edition Spoken CALL Shared Task.

D Jülg, M Kunstek, CP Freimoser, K Berkling… - …, 2018 - isca-archive.org
D Jülg, M Kunstek, CP Freimoser, K Berkling, M Qian
INTERSPEECH, 2018isca-archive.org
This paper presents the set-up and results of the rule-based Cooperative State University
Karlsruhe (CSU-K) system for the 2nd edition of the shared spoken CALL ESL task. The data
was collected from Swiss teenage students using a speech-enabled online tool for English
conversation practice. The tool should eventually be able to judge student input with respect
to syntactic and semantic correctness. The tasks consisted of training data of a German text
prompt with the associated audio file containing an English language response by the …
Abstract
This paper presents the set-up and results of the rule-based Cooperative State University Karlsruhe (CSU-K) system for the 2nd edition of the shared spoken CALL ESL task. The data was collected from Swiss teenage students using a speech-enabled online tool for English conversation practice. The tool should eventually be able to judge student input with respect to syntactic and semantic correctness. The tasks consisted of training data of a German text prompt with the associated audio file containing an English language response by the students. In the second edition of the task, 6.698 utterances were provided in addition to the 2017 task. The contribution of this paper is a further look at how rule-based systems can be employed for these sorts of tasks. Meaning and grammar are treated separately in order to classify the language as correct. A number of experts were constructed to deal separately with different POS such as nouns, adjectives, verb usage and pronouns or determiners. Distance measurements derived from Doc2Vec were then employed between utterance and prompt responses. A D-value of 10.08 is reported on the final 2nd Edition evaluation test files.
isca-archive.org
以上显示的是最相近的搜索结果。 查看全部搜索结果