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enginex_bi_series-sherpa-onnx/dotnet-examples/kokoro-tts-play/Program.cs
2025-01-16 16:30:10 +08:00

190 lines
6.1 KiB
C#

// Copyright (c) 2025 Xiaomi Corporation
//
// This file shows how to use a non-streaming Kokoro TTS model
// for text-to-speech
// Please refer to
// https://k2-fsa.github.io/sherpa/onnx/pretrained_models/index.html
// and
// https://github.com/k2-fsa/sherpa-onnx/releases/tag/tts-models
// to download pre-trained models
using PortAudioSharp;
using SherpaOnnx;
using System.Collections.Concurrent;
using System.Runtime.InteropServices;
class OfflineTtsDemo
{
static void Main(string[] args)
{
var config = new OfflineTtsConfig();
config.Model.Kokoro.Model = "./kokoro-en-v0_19/model.onnx";
config.Model.Kokoro.Voices = "./kokoro-en-v0_19/voices.bin";
config.Model.Kokoro.Tokens = "./kokoro-en-v0_19/tokens.txt";
config.Model.Kokoro.DataDir = "./kokoro-en-v0_19/espeak-ng-data";
config.Model.NumThreads = 2;
config.Model.Debug = 1;
config.Model.Provider = "cpu";
var tts = new OfflineTts(config);
var speed = 1.0f;
var text = "Today as always, men fall into two groups: slaves and free men. Whoever " +
"does not have two-thirds of his day for himself, is a slave, whatever " +
"he may be: a statesman, a businessman, an official, or a scholar. " +
"Friends fell out often because life was changing so fast. The easiest " +
"thing in the world was to lose touch with someone.";
// mapping of sid to voice name
// 0->af, 1->af_bella, 2->af_nicole, 3->af_sarah, 4->af_sky, 5->am_adam
// 6->am_michael, 7->bf_emma, 8->bf_isabella, 9->bm_george, 10->bm_lewis
var sid = 0;
Console.WriteLine(PortAudio.VersionInfo.versionText);
PortAudio.Initialize();
Console.WriteLine($"Number of devices: {PortAudio.DeviceCount}");
for (int i = 0; i != PortAudio.DeviceCount; ++i)
{
Console.WriteLine($" Device {i}");
DeviceInfo deviceInfo = PortAudio.GetDeviceInfo(i);
Console.WriteLine($" Name: {deviceInfo.name}");
Console.WriteLine($" Max output channels: {deviceInfo.maxOutputChannels}");
Console.WriteLine($" Default sample rate: {deviceInfo.defaultSampleRate}");
}
int deviceIndex = PortAudio.DefaultOutputDevice;
if (deviceIndex == PortAudio.NoDevice)
{
Console.WriteLine("No default output device found. Please use ../offline-tts instead");
Environment.Exit(1);
}
var info = PortAudio.GetDeviceInfo(deviceIndex);
Console.WriteLine();
Console.WriteLine($"Use output default device {deviceIndex} ({info.name})");
var param = new StreamParameters();
param.device = deviceIndex;
param.channelCount = 1;
param.sampleFormat = SampleFormat.Float32;
param.suggestedLatency = info.defaultLowOutputLatency;
param.hostApiSpecificStreamInfo = IntPtr.Zero;
// https://learn.microsoft.com/en-us/dotnet/standard/collections/thread-safe/blockingcollection-overview
var dataItems = new BlockingCollection<float[]>();
var MyCallback = (IntPtr samples, int n, float progress) =>
{
Console.WriteLine($"Progress {progress*100}%");
float[] data = new float[n];
Marshal.Copy(samples, data, 0, n);
dataItems.Add(data);
// 1 means to keep generating
// 0 means to stop generating
return 1;
};
var playFinished = false;
float[]? lastSampleArray = null;
int lastIndex = 0; // not played
PortAudioSharp.Stream.Callback playCallback = (IntPtr input, IntPtr output,
UInt32 frameCount,
ref StreamCallbackTimeInfo timeInfo,
StreamCallbackFlags statusFlags,
IntPtr userData
) =>
{
if (dataItems.IsCompleted && lastSampleArray == null && lastIndex == 0)
{
Console.WriteLine($"Finished playing");
playFinished = true;
return StreamCallbackResult.Complete;
}
int expected = Convert.ToInt32(frameCount);
int i = 0;
while ((lastSampleArray != null || dataItems.Count != 0) && (i < expected))
{
int needed = expected - i;
if (lastSampleArray != null)
{
int remaining = lastSampleArray.Length - lastIndex;
if (remaining >= needed)
{
float[] this_block = lastSampleArray.Skip(lastIndex).Take(needed).ToArray();
lastIndex += needed;
if (lastIndex == lastSampleArray.Length)
{
lastSampleArray = null;
lastIndex = 0;
}
Marshal.Copy(this_block, 0, IntPtr.Add(output, i * sizeof(float)), needed);
return StreamCallbackResult.Continue;
}
float[] this_block2 = lastSampleArray.Skip(lastIndex).Take(remaining).ToArray();
lastIndex = 0;
lastSampleArray = null;
Marshal.Copy(this_block2, 0, IntPtr.Add(output, i * sizeof(float)), remaining);
i += remaining;
continue;
}
if (dataItems.Count != 0)
{
lastSampleArray = dataItems.Take();
lastIndex = 0;
}
}
if (i < expected)
{
int sizeInBytes = (expected - i) * 4;
Marshal.Copy(new byte[sizeInBytes], 0, IntPtr.Add(output, i * sizeof(float)), sizeInBytes);
}
return StreamCallbackResult.Continue;
};
PortAudioSharp.Stream stream = new PortAudioSharp.Stream(inParams: null, outParams: param, sampleRate: tts.SampleRate,
framesPerBuffer: 0,
streamFlags: StreamFlags.ClipOff,
callback: playCallback,
userData: IntPtr.Zero
);
stream.Start();
var callback = new OfflineTtsCallbackProgress(MyCallback);
var audio = tts.GenerateWithCallbackProgress(text, speed, sid, callback);
var outputFilename = "./generated-kokoro-0.wav";
var ok = audio.SaveToWaveFile(outputFilename);
if (ok)
{
Console.WriteLine($"Wrote to {outputFilename} succeeded!");
}
else
{
Console.WriteLine($"Failed to write {outputFilename}");
}
dataItems.CompleteAdding();
while (!playFinished)
{
Thread.Sleep(100); // 100ms
}
}
}