Azure 语音转文本忽略数字

Question

I'm using azure speech to text to find timestamps of utterances in a wav file.

The problem I'm encountering is that if the user has recorded numbers, for instance "I'm going to count to three. One, two, three, here I come". The numbers are omitted from the output. This happens both for English and other languages. I can understand utterances like 'eh' and 'ah' being omitted, but numbers? why is that the default.

I'm using:

• speechConfig.OutputFormat = OutputFormat.Detailed;
• the default language model.

Can I somehow configure the SpeechRecognizer differently so it also outputs numbers?

Answer 1

• So, using the following code I was able to convert a .wav audio file to text without the loss of data.

 string speechKey = "<Your_Key>";
 string speechRegion = "Your_Region";
 
 var speechConfig = SpeechConfig.FromSubscription(speechKey, speechRegion);
        
speechConfig.SpeechRecognitionLanguage = "en-US";

using var audioConfig = AudioConfig.FromWavFileInput("<Path to File>");

using var speechRecognizer = new SpeechRecognizer(speechConfig, audioConfig);

        
var speechRecognitionResult = await speechRecognizer.RecognizeOnceAsync();
       
Console.WriteLine(speechRecognitionResult.Text);

output:

• But apparently there is a bug in the conversion model where if there is a pause between I'm going to count to three. and One, two, three, here I come . The model will omit the One, two, three, here I come sentence from the audio file.

• Also, I couldn't find anything in this MSDOC on audio config class to configure the audio settings regarding this issue.

Answer 2

I found the error my results not recognizing numbers. It was in my own code. In my postprocessing I was trying to get rid of punctuation marks from the result. Here I was also accidently getting rid of numbers.