We're experimenting with speech-to-text using Microsoft Cognitive Services. One of our requirements is to have word level timestamps. This works fine with short wav files, say, 2-3 minutes of audio, but with larger files we're getting an error: "There was an error deserializing the object of type Microsoft.CognitiveServices.Speech.DetailedSpeechRecognitionResultCollection. The value '2152200000' cannot be parsed as the type 'Int32'."
Any and all hints as to how I can get around this would be greatly appreciated. Thanks in advance!
Code snippet:
config.OutputFormat = OutputFormat.Detailed;
config.RequestWordLevelTimestamps();
using (var audioInput = AudioConfig.FromWavFileInput(wavfile))
{
using var recognizer = new SpeechRecognizer(config, audioInput);
recognizer.Recognized += (s, e) =>
{
if (e.Result.Reason == ResultReason.RecognizedSpeech)
{
var framesStart = TimeSpan.FromTicks(e.Result.OffsetInTicks).TotalMilliseconds / 40;
var te = new TranscriptElement((long)framesStart, e.Result.Text, languageCode);
// Eventually fails on the following line:
var words = e.Result.Best().OrderByDescending(x => x.Confidence).First().Words;
foreach (var w in words.OrderBy(w => w.Offset))
{
var start = TimeSpan.FromTicks(w.Offset).TotalMilliseconds / 40;
var duration = TimeSpan.FromTicks(w.Duration).TotalMilliseconds / 40;
te.SingleWords.Add(new TranscriptSingleWord((long)start, (long)(start + duration), w.Word));
}
transcriptElements.Add(te);
}
else if (e.Result.Reason == ResultReason.NoMatch)
{
_logger.LogError($"NOMATCH: Speech could not be recognized.");
}
};
await recognizer.StartContinuousRecognitionAsync().ConfigureAwait(false);
Task.WaitAny(new[] { stopRecognition.Task });
await recognizer.StopContinuousRecognitionAsync().ConfigureAwait(false);
}
It's a bug in the data type the extension is using for the offset. An int can only track ~214s of audio.
You can access the raw JSON that the Best() method is using from the result's property collection through the SpeechServiceResponse_JsonResult
property until a fix is available.