Reputation: 63
I'm trying to generate and collect data using Azure's speech to text code. I want to generate timestamps, reduce redundancies in the output, and export to Excel. The code below runs with no errors:
using System;
using System.Threading.Tasks;
using Microsoft.CognitiveServices.Speech;
using Microsoft.CognitiveServices.Speech.Audio;
namespace NEST
{
internal class NewBaseType
{
static async Task Main(string[] args)
{
// Creates an instance of a speech config with specified subscription key and region.
// Replace with your own subscription key and service region (e.g., "westus").
var config = SpeechConfig.FromSubscription("subscriptionkey", "region");
// Generates timestamps
config.OutputFormat = OutputFormat.Detailed;
config.RequestWordLevelTimestamps();
//calls the audio file
using (var audioInput = AudioConfig.FromWavFileInput("C:/Users/MichaelSchwartz/source/repos/AI-102-Process-Speech-master/transcribe_speech_to_text/media/narration.wav"))
// Creates a speech recognizer from microphone.
using (var recognizer = new SpeechRecognizer(config, audioInput))
{
// Subscribes to events.
recognizer.Recognizing += (s, e) =>
{
Console.WriteLine($"RECOGNIZING: Text={e.Result.Text}");
};
recognizer.Recognized += (s, e) =>
{
var result = e.Result;
Console.WriteLine($"Reason: {result.Reason.ToString()}");
if (result.Reason == ResultReason.RecognizedSpeech)
{
Console.WriteLine($"Final result: Text: {result.Text}.");
}
};
recognizer.Canceled += (s, e) =>
{
Console.WriteLine($"\n Canceled. Reason: {e.Reason.ToString()}, CanceledReason: {e.Reason}");
};
recognizer.SessionStarted += (s, e) =>
{
Console.WriteLine("\n Session started event.");
};
recognizer.SessionStopped += (s, e) =>
{
Console.WriteLine("\n Session stopped event.");
};
recognizer.Recognized += (s, e) =>
{
var j = e.Result.Properties.GetProperty(PropertyId.SpeechServiceResponse_JsonResult);
};
// Starts continuous recognition.
// Uses StopContinuousRecognitionAsync() to stop recognition.
await recognizer.StartContinuousRecognitionAsync().ConfigureAwait(false);
do
{
Console.WriteLine("Press Enter to stop");
} while (Console.ReadKey().Key != ConsoleKey.Enter);
// Stops recognition.
await recognizer.StopContinuousRecognitionAsync().ConfigureAwait(false);
}
}
}
}
When I run it, I don't see timestamp data. How do I generate timestamp data?
Also, is there a way to remove redundancies in the output? Example:
RECOGNIZING: Text=the
RECOGNIZING: Text=the speech
RECOGNIZING: Text=the speech translation
RECOGNIZING: Text=the speech translation API
RECOGNIZING: Text=the speech translation API transcribes
RECOGNIZING: Text=the speech translation API transcribes audio
I just want the final result. Is there a way to remove the "RECOGNIZING:" data from the output while preserving accuracy? Thanks in advance!
Upvotes: 0
Views: 589
Reputation: 3398
For removing the "RECOGNIZING:"
, just delete this sentence:
recognizer.Recognizing += (s, e) =>
{
Console.WriteLine($"RECOGNIZING: Text={e.Result.Text}");
};
I didn't see where you export the result and timestamps to Excel. You could use this code after you got the SpeechRecognitionResult
object:
var json = result.Properties.GetProperty(PropertyId.SpeechServiceResponse_JsonResult);
Console.WriteLine(json);
Upvotes: 1