How do you use the .NET speech namespace classes to convert audio in a WAV file to textual form which I can display on the screen or save to file?
I am looking for some tutorial samples.
Found a code sample here. But when I tried it it gives incorrect results. Below is the vb code sample I've adopted. (Actually I don't mind the lang as long as its either vb/c#...). It is not giving me proper results. I assume if we put the right grammar - i.e. the words we expect in the recording - we should get the textual output of that. First I've tried with sample words that are in the call. It sometimes printed only that (one) word and nothing else. Then I tried words which we totally do not expect in the recording...Unfortunately it printed out that too... :(
Imports System
Imports System.Speech.Recognition
Public Class Form1
Dim WithEvents sre As SpeechRecognitionEngine
Private Sub btnLiterate_Click(ByVal sender As System.Object, ByVal e As System.EventArgs) Handles btnLiterate.Click
If TextBox1.Text.Trim.Length = 0 Then Exit Sub
sre.SetInputToWaveFile(TextBox1.Text)
Dim r As RecognitionResult
r = sre.Recognize()
If r Is Nothing Then
TextBox2.Text = "Could not fetch result"
Return
End If
TextBox2.Text = r.Text
End Sub
Private Sub Button1_Click(ByVal sender As System.Object, ByVal e As System.EventArgs) Handles Button1.Click
TextBox1.Text = String.Empty
Dim dr As DialogResult
dr = OpenFileDialog1.ShowDialog()
If dr = Windows.Forms.DialogResult.OK Then
If Not OpenFileDialog1.FileName.Contains("wav") Then
MessageBox.Show("Incorrect file")
Else
TextBox1.Text = OpenFileDialog1.FileName
End If
End If
End Sub
Public Sub New()
' This call is required by the Windows Form Designer.
InitializeComponent()
sre = New SpeechRecognitionEngine()
End Sub
Private Sub sre_LoadGrammarCompleted(ByVal sender As Object, ByVal e As System.Speech.Recognition.LoadGrammarCompletedEventArgs) Handles sre.LoadGrammarCompleted
End Sub
Private Sub sre_SpeechHypothesized(ByVal sender As Object, ByVal e As System.Speech.Recognition.SpeechHypothesizedEventArgs) Handles sre.SpeechHypothesized
System.Diagnostics.Debug.Print(e.Result.Text)
End Sub
Private Sub sre_SpeechRecognitionRejected(ByVal sender As Object, ByVal e As System.Speech.Recognition.SpeechRecognitionRejectedEventArgs) Handles sre.SpeechRecognitionRejected
System.Diagnostics.Debug.Print("Rejected: " & e.Result.Text)
End Sub
Private Sub sre_SpeechRecognized(ByVal sender As Object, ByVal e As System.Speech.Recognition.SpeechRecognizedEventArgs) Handles sre.SpeechRecognized
System.Diagnostics.Debug.Print(e.Result.Text)
End Sub
Private Sub Form1_Load(ByVal sender As Object, ByVal e As System.EventArgs) Handles Me.Load
Dim words As String() = New String() {"triskaidekaphobia"}
Dim c As New Choices(words)
Dim grmb As New GrammarBuilder(c)
Dim grm As Grammar = New Grammar(grmb)
sre.LoadGrammar(grm)
End Sub
End Class
Found a way to load a default grammar. It goes something like this:
sre.LoadGrammar(New DictationGrammar)
There are still problems here. The recognition is not exact. The output is rubbish. For a 6min file it gives probably 5-6 words of text totally irrelevant to the voice file.
The classes in System.Speech are for text to speech (primarily an acessibility feature).
You are looking for voice recognition. There is the System.Speech.Recognition namespace available since .Net 3.0. It uses the Windows Desktop Speech engine. This might get you started, but I guess there are better engines out there.
Voice recognition is very complicated and hard to do right, there are also some commercial products available.