static void Main(string[] args)
{
// words to be tested
List<int> wordsToBeTested = new List<int>();
for(int i = 1; i <= 100; i++)
wordsToBeTested.Add(i);
//wordsToBeTested.Add(1);
// samples to be tested
List<int> samplesToBeTested = new List<int>();
samplesToBeTested.Add(1);
samplesToBeTested.Add(2);
samplesToBeTested.Add(3);
samplesToBeTested.Add(4);
samplesToBeTested.Add(5);
// audio directory
List<string> audioDirectory = new List<string>();
audioDirectory.Add("C:\\Users\\Administrator\\Documents\\Visual Studio 2008\\Projects\\cmuspeechrecognition_cmuspeechmain\\test_data\\audio\\092910_123758_Hebrew");
audioDirectory.Add("C:\\Users\\Administrator\\Documents\\Visual Studio 2008\\Projects\\cmuspeechrecognition_cmuspeechmain\\test_data\\audio\\101410_140344_Hebrew");
audioDirectory.Add("C:\\Users\\Administrator\\Documents\\Visual Studio 2008\\Projects\\cmuspeechrecognition_cmuspeechmain\\test_data\\audio\\101510_111237_Hebrew");
// audio file names
List<string> audioFileNames = new List<string>();
audioFileNames.Add("[Wed_(Sep_29_2010)_12-37-58]_4124143701_");
audioFileNames.Add("[Thu_(Oct_14_2010)_14-03-44]_4122688595_");
audioFileNames.Add("[Fri_(Oct_15_2010)_11-12-37]_4126203298_");
for (int i = 0; i < 3; i++)
{
List<int> speakersToBeTested = new List<int>();
speakersToBeTested.Add(i);
// set up data
data = new Data(audioDirectory, audioFileNames, 5, speakersToBeTested, wordsToBeTested, samplesToBeTested,
"C:\\Users\\Administrator\\Documents\\Visual Studio 2008\\Projects\\cmuspeechrecognition_cmuspeechmain\\test_data\\config_files\\config.txt.100.english");
// setup grammar
GrammarCreator gc = new GrammarCreator("C:\\Users\\Administrator\\Documents\\Visual Studio 2008\\Projects\\cmuspeechrecognition_cmuspeechmain\\test_data", "Hebrew", "allcombinations");
// setup training
TrainingAlgorithm ta = new TrainingAlgorithm(gc, data, 10, 15);
ta.LearnAllWords();
}
}
/// <summary>
/// Given a list of speakers and the samples per speakers to train on, training is carried out to produce a List of pronunciations
/// </summary>
/// <param name="speakerList">list of speakers for training</param>
/// <param name="sampleList">list of samples for training</param>
/// <returns>List of pronunciations</returns>
private Dictionary<string, List<string>> trainAllWords(List<int> speakerList, List<int> sampleList)
{
string speaker = "speaker-";
for (int i = 0; i < speakerList.Count; i++)
{
speaker += speakerList[i].ToString()+"_";
}
string sample = "sample-";
List<int> trueSampleList = new List<int>();
trueSampleList.AddRange(sampleList);
for (int i = 0; i < trueSampleList.Count; i++)
{
trueSampleList[i]++;
sample += trueSampleList[i].ToString() + "_";
}
System.Diagnostics.Debug.WriteLine("training " + speaker + sample);
// words to be tested
List<int> wordsToBeTested = new List<int>();
for (int i = 1; i <= MWordTypes; i++)
wordsToBeTested.Add(i);
// set up data
Data tempData = new Data(data.audioDirectory, data.audioFileName, data.numberOfSamplesPerWord, speakerList, wordsToBeTested, trueSampleList,
data.wordListPath);
// setup grammar
GrammarCreator gc = new GrammarCreator(grammarDirectory, data.language + speaker + sample, "allcombinations");
// setup training
TrainingAlgorithm ta = new TrainingAlgorithm(gc, tempData, numberOfAlternates, 15);
return ta.LearnAllWords();
}
