Automatic spoken English evaluating and learning system
A learning system and spoken language technology, applied in the fields of pattern recognition, digital signal processing and voice signal processing, can solve the problems of insufficient teacher resources and a large number of manpower
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Embodiment 1
[0042] The automatic oral English evaluation and learning system includes a detection part, a scoring part and a guiding part. Detection part: According to the scoring parameters of the students' speech under the standard speech model, and on the basis of fully considering the relevant prior knowledge of linguistics, the machine learning method is used to judge the mistakes of the learners for the manual marking of typical speech errors. location and its error type.
[0043] Scoring part: Combining with the assessment standard of oral English level, using digital signal theory and computer voice processing technology to calculate various scoring parameters of students' voices relative to standard voices, and transforming these scoring parameters into voices according to the pre-trained mapping model The scoring of the machine makes the scoring results of the machine as close as possible to the scoring results of human experts.
[0044] Guidance section: Give corrective and po...
Embodiment 2
[0072] The automatic oral English evaluation and learning system includes a detection part, and the detection of the oral pronunciation part includes the following steps:
[0073] 〔1〕Establishment of standard speaker corpus:
[0074] 1) Find a standard speaker;
[0075] 2) Design the recording text according to the requirements of oral English learning and the principle of phoneme balance;
[0076] 3) Ask the standard speaker to record against the recorded text;
[0077] 4) The recording files after recording are stored in a form associated with the text, so that the corresponding text can be quickly found according to the name of each recording file.
[0078] 〔2〕Collection of oral evaluation corpus: Record students' oral pronunciation, save the recorded text, and associate the recorded file name with the recorded text.
[0079] 〔3〕Annotation of the oral evaluation corpus: the correctness of the pronunciation of the phonemes in each word is marked in detail.
[0080] 〔4〕Es...
Embodiment 3
[0089] The automatic oral English evaluation and learning system includes a detection part and a scoring part, and the detection part and the scoring part include the following steps:
[0090] 〔1〕Establishment of standard speaker corpus:
[0091] 1) Find a standard speaker;
[0092] 2) Design the recording text according to the requirements of oral English learning and the principle of phoneme balance;
[0093] 3) Ask the standard speaker to record against the recorded text;
[0094] 4) The recording files after recording are stored in a form associated with the text, so that the corresponding text can be quickly found according to the name of each recording file.
[0095] 〔2〕Collection of oral evaluation corpus: Record students' oral pronunciation, save the recorded text, and associate the recorded file name with the recorded text.
[0096] 〔3〕Annotation of the oral evaluation corpus: Three experts are invited to independently score each oral evaluation recording, and mark...
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