feat(pronsore): update sample code link

Author: Ke Wang

articles/ai-services/speech-service/how-to-pronunciation-assessment.md

@@ -36,43 +36,43 @@ As a baseline, usage of pronunciation assessment costs the same as speech to tex
 
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-For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/csharp/sharedcontent/console/speech_recognition_samples.cs#:~:text=PronunciationAssessmentWithStream).
+For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/csharp/sharedcontent/console/speech_recognition_samples.cs#:~:text=PronunciationAssessmentWithStream).
 
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-For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/cpp/windows/console/samples/speech_recognition_samples.cpp#:~:text=PronunciationAssessmentWithStream).
+For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/cpp/windows/language-learning/samples/speech_recognition_samples.cpp#:~:text=PronunciationAssessmentWithStream).
 
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-For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/java/android/sdkdemo/app/src/main/java/com/microsoft/cognitiveservices/speech/samples/sdkdemo/MainActivity.java#:~:text=pronunciationAssessmentFromStreamButton.setOnClickListener).
+For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/java/android/language-learning/app/src/main/java/com/microsoft/cognitiveservices/speech/samples/sdkdemo/MainActivity.java#:~:text=pronunciationAssessmentFromStreamButton.setOnClickListener).
 
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-For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/python/console/language-learning/pronunciation_assessment.py).
+For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/python/console/language-learning/pronunciation_assessment.py#:~:text=def%20pronunciation_assessment_from_stream()), or try the [Azure AI Speech Toolkit](https://marketplace.visualstudio.com/items?itemName=ms-azureaispeech.azure-ai-speech-toolkit).
 
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-For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/js/node/pronunciationAssessment.js).
+For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/javascript/node/language-learning/pronunciationAssessment.js).
 
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-For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/objective-c/ios/speech-samples/speech-samples/ViewController.m#:~:text=(void)pronunciationAssessFromStream).
+For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/objective-c/ios/language-learning/speech-samples/ViewController.m#:~:text=(void)pronunciationAssessFromStream).
 
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-For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/swift/ios/speech-samples/speech-samples/ViewController.swift#:~:text=func%20pronunciationAssessmentWithStream()).
+For how to use Pronunciation Assessment in streaming mode in your own application, see [sample code](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/swift/ios/language-learning/speech-samples/ViewController.swift#:~:text=func%20pronunciationAssessmentWithStream()).
 
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@@ -84,7 +84,7 @@ For how to use Pronunciation Assessment in streaming mode in your own applicatio
 
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-If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/csharp/sharedcontent/console/speech_recognition_samples.cs) under the function `PronunciationAssessmentContinuousWithFile`.
+If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/csharp/sharedcontent/console/speech_recognition_samples.cs) under the function `PronunciationAssessmentContinuousWithFile`.
 
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@@ -96,19 +96,19 @@ If your audio file exceeds 30 seconds, use continuous mode for processing.
 
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-If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/java/jre/console/src/com/microsoft/cognitiveservices/speech/samples/console/SpeechRecognitionSamples.java) under the function `pronunciationAssessmentContinuousWithFile`.
+If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/java/jre/console/language-learning/src/com/microsoft/cognitiveservices/speech/samples/console/SpeechRecognitionSamples.java) under the function `pronunciationAssessmentContinuousWithFile`.
 
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-If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/python/console/language-learning/pronunciation_assessment.py) under the function `pronunciation_assessment_continuous_from_file`.
+If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/python/console/language-learning/pronunciation_assessment.py) under the function `pronunciation_assessment_continuous_from_file`, or try the [Azure AI Speech Toolkit](https://marketplace.visualstudio.com/items?itemName=ms-azureaispeech.azure-ai-speech-toolkit).
 
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-If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/261160e26dfcae4c3aee93308d58d74e36739b6f/samples/js/node/pronunciationAssessmentContinue.js).
+If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/javascript/node/language-learning/pronunciationAssessmentContinue.js).
 
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@@ -120,7 +120,7 @@ If your audio file exceeds 30 seconds, use continuous mode for processing. The s
 
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-If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/samples/swift/ios/speech-samples/speech-samples/ViewController.swift) under the function `continuousPronunciationAssessment`.
+If your audio file exceeds 30 seconds, use continuous mode for processing. The sample code for continuous mode can be found on [GitHub](https://github.com/Azure-Samples/cognitive-services-speech-sdk/blob/master/scenarios/swift/ios/language-learning/speech-samples/ViewController.swift) under the function `continuousPronunciationAssessment`.
 
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