public static void TranscriptTranslation()
{
//Console.WriteLine("Hello World!");
var pathToVideo = @"C:\Users\v-isbojo\Pictures\OtherLangVideo\aa.mp4";
var video = Video.ImportVideo(pathToVideo);
var audio = ffmpeg.ExtractAudio(video);
var secretProvider = new SecretProvider(translationkeySecretIdentifier, subscriptionKeySecretIdentifier, applicationId);
Transcript transcript = new Transcript(secretProvider, audio, Transcript.Language.EnglishUS);
Translation translate = new Translation(secretProvider, transcript);
Console.WriteLine("Press any key to continue.");
Console.ReadKey();
}
//private static readonly string endpoint = Environment.GetEnvironmentVariable(endpoint_var);
// This sample requires C# 7.1 or later for async/await.
// Async call to the Translator Text APIS
public async Task TranslateTextRequest(
SecretProvider secretProvider,
Language[] listOfLanguages = default(Language[]),
string route = "/translate?api-version=3.0")
{
foreach (Language lang in listOfLanguages)
{
route += "&to=" + LanguageCode(lang);
}
object[] body = new object[] { new { Text = textToBeTranslated } };
var requestBody = JsonConvert.SerializeObject(body);
using (var client = new HttpClient())
using (var request = new HttpRequestMessage())
{
// Build the request.
// Set the method to Post.
request.Method = HttpMethod.Post;
// Construct the URI and add headers.
request.RequestUri = new Uri(endpoint_var + route);
request.Content = new StringContent(requestBody, Encoding.UTF8, "application/json");
request.Headers.Add("Ocp-Apim-Subscription-Key", secretProvider.GetTranslationKey());
// Send the request and get response.
HttpResponseMessage response = await client.SendAsync(request).ConfigureAwait(false);
// Read response as a string.
string result = await response.Content.ReadAsStringAsync();
// Deserialize the response using the classes created earlier.
TranslationResult[] deserializedOutput = JsonConvert.DeserializeObject <TranslationResult[]>(result);
// Iterate over the deserialized results.
foreach (TranslationResult o in deserializedOutput)
{
// Print the detected input language and confidence score.
Console.WriteLine("Detected input language: {0}\nConfidence score: {1}\n", o.DetectedLanguage.Language, o.DetectedLanguage.Score);
// Iterate over the results and print each translation.
foreach (TranslationText t in o.Translations)
{
translations.Add(t);
Console.WriteLine("Translated to {0}: {1}", t.To, t.Text);
}
}
}
}
public Translation(SecretProvider secretProvider, Transcript transcript, Language[] languages = default(Language[]))
{
if (languages == default(Language[]))
{
listOfLanguages = new Language[] { Language.German, Language.Italian, Language.SerbianLatin };
}
else
{
listOfLanguages = languages;
}
textToBeTranslated = transcript.TranscriptBulkText.Value;
try
{
TranslateTextRequest(secretProvider, listOfLanguages).Wait();
}
catch (Exception ex)
{
_ = ex;
}
}
public static void TestingTranscript()
{
var secretProvider = new SecretProvider(translationkeySecretIdentifier, subscriptionKeySecretIdentifier, applicationId);
//write value
// Write the string array to a new file named "WriteLines.txt".
using (StreamWriter outputFile = new StreamWriter(Path.Combine("E:\\diplomskiTesting", "HeyHeyHeyIspravljeno.txt")))
{
string[] foldersInDirectory = Directory.GetDirectories("E:\\diplomskiTesting");
float wordErrorRateSum = 0;
int testCount = 0;
foreach (var folder in foldersInDirectory)
{
string[] subfoldersInDirectory = Directory.GetDirectories(folder);
string testFile = "";
foreach (var subFolder in subfoldersInDirectory)
{
var allFiles = Directory.GetFiles(subFolder);
Parallel.ForEach(allFiles, (file) =>
{
if (file.EndsWith(".mp4"))
{
try
{
var video = Video.ImportVideo(file);
var audio = ffmpeg.ExtractAudio(video);
Transcript transcript = new Transcript(secretProvider, audio, Path.GetFileName(folder));
testFile = allFiles.Where((f) => f.Contains(Path.GetFileNameWithoutExtension(file))).Where(x => x.EndsWith(".vtt")).FirstOrDefault();
var wer = WordErrorRate(testFile, transcript.TranscriptBulkText.Value);
wordErrorRateSum += wer;
outputFile.WriteLine("WER for file " + file + " " + wer);
testCount++;
Console.WriteLine("Press any key to continue.");
//Console.ReadKey();
}
catch (Exception ex)
{
outputFile.WriteLine("Skipping " + file);
Console.WriteLine("Skipping " + file);
}
}
});
//foreach (var file in allFiles)
//{
//}
}
outputFile.WriteLine(Path.GetFileName(folder));
outputFile.WriteLine(wordErrorRateSum);
outputFile.WriteLine(testCount);
outputFile.WriteLine(wordErrorRateSum / testCount);
}
outputFile.WriteLine("KRAJ");
outputFile.WriteLine(wordErrorRateSum);
outputFile.WriteLine(testCount);
outputFile.WriteLine(wordErrorRateSum / testCount);
}
}
private async Task RecognizeSpeechAsync(
SecretProvider secretProvider,
string pathWav = @"C:\Users\v-isbojo\Pictures\OtherLangVideo\frfr_output.wav",
string cogServiceOption = "simple",
string speechLanguage = "en-us"
)
{
var config = SpeechConfig.FromSubscription(secretProvider.GetSubscriptionKey(), "francecentral");
config.SpeechRecognitionLanguage = speechLanguage;
switch (cogServiceOption)
{
case "simple":
config.OutputFormat = OutputFormat.Simple;
break;
case "detailedtext":
case "detailedbest":
config.OutputFormat = OutputFormat.Detailed;
break;
default:
throw new ArgumentException();
}
var stopRecognition = new TaskCompletionSource <int>();
using (var audioConfig = AudioConfig.FromWavFileInput(pathWav))
{
using (var recognizer = new SpeechRecognizer(config, audioConfig))
{
// Subscribes to events.
recognizer.Recognizing += (s, e) =>
{
Console.WriteLine($"\n Partial result: {e.Result.Text}.");
};
recognizer.Recognized += (s, e) =>
{
if (e.Result.Reason == ResultReason.RecognizedSpeech)
{
switch (cogServiceOption)
{
case "simple":
case "detailedtext":
Console.WriteLine($"RECOGNIZED: Text={e.Result.Text}");
AddLineInfo(new TranscriptLineInfo(e.Result.Text, e.Result.OffsetInTicks, e.Result.Duration));
break;
case "detailedbest":
Console.WriteLine($"RECOGNIZED: Text={e.Result.Best().FirstOrDefault()?.Text}");
AddLineInfo(new TranscriptLineInfo(e.Result.Best().FirstOrDefault()?.Text, e.Result.OffsetInTicks, e.Result.Duration));
break;
default:
throw new ArgumentException();
}
}
else if (e.Result.Reason == ResultReason.NoMatch)
{
Console.WriteLine($"NOMATCH: Speech could not be recognized.");
}
};
recognizer.Canceled += (s, e) =>
{
Console.WriteLine($"CANCELED: Reason={e.Reason}");
if (e.Reason == CancellationReason.Error)
{
Console.WriteLine($"CANCELED: ErrorDetails={e.ErrorDetails}");
Console.WriteLine($"CANCELED: Did you update the subscription info?");
}
stopRecognition.TrySetResult(0);
};
recognizer.SessionStarted += (s, e) =>
{
Console.WriteLine("\n Session started event.");
};
recognizer.SessionStopped += (s, e) =>
{
Console.WriteLine("\n Session stopped event.");
Console.WriteLine("\nStop recognition.");
stopRecognition.TrySetResult(0);
};
// Starts continuous recognition. Uses StopContinuousRecognitionAsync() to stop recognition.
await recognizer.StartContinuousRecognitionAsync().ConfigureAwait(false);
// Waits for completion.
// Use Task.WaitAny to keep the task rooted.
Task.WaitAny(new[] { stopRecognition.Task });
// Stops recognition.
await recognizer.StopContinuousRecognitionAsync().ConfigureAwait(false);
}
}
//string pathTranscript = pathWav.Substring(0, pathWav.Length - 3) + "txt";
System.IO.File.WriteAllText(Path.Combine(Path.GetDirectoryName(pathWav), Path.GetFileNameWithoutExtension(pathWav)) + ".txt", TranscriptBulkText.Value);
}
public Transcript(SecretProvider secretProvider, Audio audio, string lang)
{
RecognizeSpeechAsync(secretProvider, audio.Path, "detailedbest", lang).Wait();
}
public Transcript(SecretProvider secretProvider, Audio audio, Language lang)
{
RecognizeSpeechAsync(secretProvider, audio.Path, "detailedbest", LanguageCode(lang)).Wait();
}