using AliParaformerAsr; using NAudio.Wave; internal static class Program { [STAThread] private static void Main() { string applicationBase = AppDomain.CurrentDomain.BaseDirectory; string modelName = "speech_paraformer-large_asr_nat-zh-cn-16k-common-vocab8404-onnx"; string modelFilePath = applicationBase + "./"+ modelName + "/model_quant.onnx"; string configFilePath = applicationBase + "./" + modelName + "/asr.yaml"; string mvnFilePath = applicationBase + "./" + modelName + "/am.mvn"; string tokensFilePath = applicationBase + "./" + modelName + "/tokens.txt"; AliParaformerAsr.OfflineRecognizer offlineRecognizer = new OfflineRecognizer(modelFilePath, configFilePath, mvnFilePath, tokensFilePath); List? samples = null; TimeSpan total_duration = new TimeSpan(0L); if (samples == null) { samples = new List(); for (int i = 0; i < 5; i++) { string wavFilePath = string.Format(applicationBase + "./" + modelName + "/example/{0}.wav", i.ToString()); if (!File.Exists(wavFilePath)) { break; } AudioFileReader _audioFileReader = new AudioFileReader(wavFilePath); byte[] datas = new byte[_audioFileReader.Length]; _audioFileReader.Read(datas, 0, datas.Length); TimeSpan duration = _audioFileReader.TotalTime; float[] wavdata = new float[datas.Length / 4]; Buffer.BlockCopy(datas, 0, wavdata, 0, datas.Length); float[] sample = wavdata.Select((float x) => x * 32768f).ToArray(); samples.Add(sample); total_duration += duration; } } TimeSpan start_time = new TimeSpan(DateTime.Now.Ticks); //1.Non batch method foreach (var sample in samples) { List temp_samples = new List(); temp_samples.Add(sample); List results = offlineRecognizer.GetResults(temp_samples); foreach (string result in results) { Console.WriteLine(result); Console.WriteLine(""); } } //2.batch method //List results_batch = offlineRecognizer.GetResults(samples); //foreach (string result in results_batch) //{ // Console.WriteLine(result); // Console.WriteLine(""); //} TimeSpan end_time = new TimeSpan(DateTime.Now.Ticks); double elapsed_milliseconds = end_time.TotalMilliseconds - start_time.TotalMilliseconds; double rtf = elapsed_milliseconds / total_duration.TotalMilliseconds; Console.WriteLine("elapsed_milliseconds:{0}", elapsed_milliseconds.ToString()); Console.WriteLine("total_duration:{0}", total_duration.TotalMilliseconds.ToString()); Console.WriteLine("rtf:{1}", "0".ToString(), rtf.ToString()); Console.WriteLine("end!"); } }