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(); }