OpenEars语音识别将其他单词识别为正确的单词

Question

我在我的应用程序中使用OpenEars框架来检测语音识别。 这个想法是听一些单词，然后根据所说的单词执行一些动作。 好了，识别工作和单词都被检测到了，但是问题是使用“ SNAPPIE”一词时我遇到了一些问题-听起来不像它的其他单词也被识别为“ SNAPPIE”，即使我咳嗽了。 这是我用来设置侦听器的一段代码：

private func setupOpenEars() {

    _openEarsEventsObserver = OEEventsObserver()
    _openEarsEventsObserver.delegate = self

    OEPocketsphinxController.sharedInstance().disablePreferredBufferSize = true

    do {
      try OEPocketsphinxController.sharedInstance().setActive(true)
    } catch let error {
      print("There was an error setting Pocketsphinx as active: \(error.localizedDescription)")
    }

    let grammarDictionary = ["ThisCanBeSaidOnce": [ "SNAPPIE", "TAKE SNAPSHOT" ]]
    let languageModelGenerator = OELanguageModelGenerator()
    let fileName = "FirstOpenEarsDynamicLanguageModel"
    let error = languageModelGenerator.generateGrammar(from: grammarDictionary, withFilesNamed: fileName, forAcousticModelAtPath: OEAcousticModel.path(toModel: "AcousticModelEnglish"))

    if let languageError = error {
      print("Dynamic language generator reported error: \(languageError.localizedDescription)")
    } else {
      _pathToGeneratedLanguageModel = languageModelGenerator.pathToSuccessfullyGeneratedLanguageModel(withRequestedName: fileName)
      _pathToGeneratedDictionary = languageModelGenerator.pathToSuccessfullyGeneratedDictionary(withRequestedName: fileName)
    }

    _correctPathToMyLanguageModelFile = "\(NSSearchPathForDirectoriesInDomains(FileManager.SearchPathDirectory.cachesDirectory, FileManager.SearchPathDomainMask.userDomainMask, true)[0])/\(fileName).gram"
    OEPocketsphinxController.sharedInstance().vadThreshold = 3.5
  }

是否可能因为“ SNAPPIE”实际上不是“有效”字词而引起问题？

Answer 1

您可以使用任何在线随机单词生成器工具创建单词的随机列表，然后将要识别的特定关键字附加到词汇表中。 这将改善您对特定关键字的识别。 尽管您仍然需要将假设文本与关键字列表进行比较，但是大多数情况下解决方案已经足够好了。