From fa2af5dc69f8a249b76b887596439a4ca3f62f55 Mon Sep 17 00:00:00 2001 From: Fangjun Kuang Date: Sun, 28 Jan 2024 23:29:39 +0800 Subject: [PATCH] Add TTS demo for C# API (#557) --- .github/workflows/test-dot-net-nuget.yaml | 16 ++ .github/workflows/test-dot-net.yaml | 17 ++ CMakeLists.txt | 2 +- dotnet-examples/.notes | 9 + dotnet-examples/offline-tts/Program.cs | 147 +++++++++++++ .../offline-tts/offline-tts.csproj | 16 ++ dotnet-examples/offline-tts/run-aishell3.sh | 17 ++ dotnet-examples/offline-tts/run-piper.sh | 16 ++ dotnet-examples/sherpa-onnx.sln | 6 + scripts/dotnet/examples/offline-tts.csproj | 20 ++ scripts/dotnet/offline.cs | 208 ++++++++++++++++++ scripts/dotnet/run.sh | 33 ++- sherpa-onnx/csrc/online-stream.h | 2 +- 13 files changed, 500 insertions(+), 9 deletions(-) create mode 100644 dotnet-examples/.notes create mode 100644 dotnet-examples/offline-tts/Program.cs create mode 100644 dotnet-examples/offline-tts/offline-tts.csproj create mode 100755 dotnet-examples/offline-tts/run-aishell3.sh create mode 100755 dotnet-examples/offline-tts/run-piper.sh create mode 100644 scripts/dotnet/examples/offline-tts.csproj diff --git a/.github/workflows/test-dot-net-nuget.yaml b/.github/workflows/test-dot-net-nuget.yaml index 8ced1c75..5d3b1b9a 100644 --- a/.github/workflows/test-dot-net-nuget.yaml +++ b/.github/workflows/test-dot-net-nuget.yaml @@ -55,3 +55,19 @@ jobs: ./run-zipformer.sh ./run-whisper.sh ./run-tdnn-yesno.sh + + cd ../offline-tts + ./run-aishell3.sh + ./run-piper.sh + ls -lh + + cd ../.. + + mkdir tts + + cp dotnet-examples/offline-tts/*.wav ./tts + + - uses: actions/upload-artifact@v3 + with: + name: dot-net-tts-generated-test-files-${{ matrix.os }} + path: tts diff --git a/.github/workflows/test-dot-net.yaml b/.github/workflows/test-dot-net.yaml index 940fce5c..96705503 100644 --- a/.github/workflows/test-dot-net.yaml +++ b/.github/workflows/test-dot-net.yaml @@ -131,6 +131,7 @@ jobs: - name: Copy files shell: bash run: | + cp -v scripts/dotnet/examples/offline-tts.csproj dotnet-examples/offline-tts/ cp -v scripts/dotnet/examples/offline-decode-files.csproj dotnet-examples/offline-decode-files/ cp -v scripts/dotnet/examples/online-decode-files.csproj dotnet-examples/online-decode-files/ cp -v scripts/dotnet/examples/speech-recognition-from-microphone.csproj dotnet-examples/speech-recognition-from-microphone/ @@ -153,3 +154,19 @@ jobs: ./run-zipformer.sh ./run-whisper.sh ./run-tdnn-yesno.sh + + cd ../offline-tts + ./run-aishell3.sh + ./run-piper.sh + ls -lh + + cd ../.. + + mkdir tts + + cp dotnet-examples/offline-tts/*.wav ./tts + + - uses: actions/upload-artifact@v3 + with: + name: dot-net-tts-generated-test-files-${{ matrix.os }} + path: tts diff --git a/CMakeLists.txt b/CMakeLists.txt index 19a96ea6..eb33551a 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -1,7 +1,7 @@ cmake_minimum_required(VERSION 3.13 FATAL_ERROR) project(sherpa-onnx) -set(SHERPA_ONNX_VERSION "1.9.9") +set(SHERPA_ONNX_VERSION "1.9.10") # Disable warning about # diff --git a/dotnet-examples/.notes b/dotnet-examples/.notes new file mode 100644 index 00000000..40dbf919 --- /dev/null +++ b/dotnet-examples/.notes @@ -0,0 +1,9 @@ +# How to create a new project in this folder + +```bash +mkdir offline-tts +cd offline-tts +dotnet new console +cd .. +dotnet sln ./sherpa-onnx.sln add ./offline-tts +``` diff --git a/dotnet-examples/offline-tts/Program.cs b/dotnet-examples/offline-tts/Program.cs new file mode 100644 index 00000000..497200e8 --- /dev/null +++ b/dotnet-examples/offline-tts/Program.cs @@ -0,0 +1,147 @@ +// Copyright (c) 2024 Xiaomi Corporation +// +// This file shows how to use a non-streaming 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 CommandLine.Text; +using CommandLine; +using SherpaOnnx; +using System.Collections.Generic; +using System; + +class OfflineTtsDemo +{ + class Options + { + + [Option("tts-rule-fsts", Required = false, Default = "", HelpText = "path to rule.fst")] + public string RuleFsts { get; set; } + + [Option("vits-data-dir", Required = false, Default = "", HelpText = "Path to the directory containing dict for espeak-ng.")] + public string DataDir { get; set; } + + [Option("vits-length-scale", Required = false, Default = 1, HelpText = "speech speed. Larger->Slower; Smaller->faster")] + public float LengthScale { get; set; } + + [Option("vits-noise-scale", Required = false, Default = 0.667f, HelpText = "noise_scale for VITS models")] + public float NoiseScale { get; set; } + + [Option("vits-noise-scale-w", Required = false, Default = 0.8f, HelpText = "noise_scale_w for VITS models")] + public float NoiseScaleW { get; set; } + + [Option("vits-lexicon", Required = false, Default = "", HelpText = "Path to lexicon.txt")] + public string Lexicon { get; set; } + + [Option("vits-tokens", Required = false, Default = "", HelpText = "Path to tokens.txt")] + public string Tokens { get; set; } + + [Option("tts-max-num-sentences", Required = false, Default = 1, HelpText = "Maximum number of sentences that we process at a time.")] + public int MaxNumSentences { get; set; } + + [Option(Required = false, Default = 0, HelpText = "1 to show debug messages.")] + public int Debug { get; set; } + + [Option("vits-model", Required = true, HelpText = "Path to VITS model")] + public string Model { get; set; } + + [Option("sid", Required = false, Default = 0, HelpText = "Speaker ID")] + public int SpeakerId { get; set; } + + [Option("text", Required = true, HelpText = "Text to synthesize")] + public string Text { get; set; } + + [Option("output-filename", Required = true, Default = "./generated.wav", HelpText = "Path to save the generated audio")] + public string OutputFilename { get; set; } + } + + static void Main(string[] args) + { + var parser = new CommandLine.Parser(with => with.HelpWriter = null); + var parserResult = parser.ParseArguments(args); + + parserResult + .WithParsed(options => Run(options)) + .WithNotParsed(errs => DisplayHelp(parserResult, errs)); + } + + private static void DisplayHelp(ParserResult result, IEnumerable errs) + { + string usage = @" +# vits-aishell3 + +wget -qq https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-zh-aishell3.tar.bz2 +tar xf vits-zh-aishell3.tar.bz2 + +dotnet run \ + --vits-model=./vits-zh-aishell3/vits-aishell3.onnx \ + --vits-tokens=./vits-zh-aishell3/tokens.txt \ + --vits-lexicon=./vits-zh-aishell3/lexicon.txt \ + --tts-rule-fsts=./vits-zh-aishell3/rule.fst \ + --sid=66 \ + --debug=1 \ + --output-filename=./aishell3-66.wav \ + --text=这是一个语音合成测试 + +# Piper models + +wget -qq https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-piper-en_US-amy-low.tar.bz2 +tar xf vits-piper-en_US-amy-low.tar.bz2 + +dotnet run \ + --vits-model=./vits-piper-en_US-amy-low/en_US-amy-low.onnx \ + --vits-tokens=./vits-piper-en_US-amy-low/tokens.txt \ + --vits-data-dir=./vits-piper-en_US-amy-low/espeak-ng-data \ + --debug=1 \ + --output-filename=./amy.wav \ + --text='This is a text to speech application in dotnet with Next Generation Kaldi' + +Please refer to +https://k2-fsa.github.io/sherpa/onnx/tts/pretrained_models/index.html +to download more models. +"; + + var helpText = HelpText.AutoBuild(result, h => + { + h.AdditionalNewLineAfterOption = false; + h.Heading = usage; + h.Copyright = "Copyright (c) 2024 Xiaomi Corporation"; + return HelpText.DefaultParsingErrorsHandler(result, h); + }, e => e); + Console.WriteLine(helpText); + } + + private static void Run(Options options) + { + OfflineTtsConfig config = new OfflineTtsConfig(); + config.Model.Vits.Model = options.Model; + config.Model.Vits.Lexicon = options.Lexicon; + config.Model.Vits.Tokens = options.Tokens; + config.Model.Vits.DataDir = options.DataDir; + config.Model.Vits.NoiseScale = options.NoiseScale; + config.Model.Vits.NoiseScaleW = options.NoiseScaleW; + config.Model.Vits.LengthScale = options.LengthScale; + config.Model.NumThreads = 1; + config.Model.Debug = options.Debug; + config.Model.Provider = "cpu"; + config.RuleFsts = options.RuleFsts; + config.MaxNumSentences = options.MaxNumSentences; + + OfflineTts tts = new OfflineTts(config); + float speed = 1.0f / options.LengthScale; + int sid = options.SpeakerId; + OfflineTtsGeneratedAudio audio = tts.Generate(options.Text, speed, sid); + bool ok = audio.SaveToWaveFile(options.OutputFilename); + + if (ok) + { + Console.WriteLine($"Wrote to {options.OutputFilename} succeeded!"); + } + else + { + Console.WriteLine($"Failed to write {options.OutputFilename}"); + } + } +} diff --git a/dotnet-examples/offline-tts/offline-tts.csproj b/dotnet-examples/offline-tts/offline-tts.csproj new file mode 100644 index 00000000..2981ae83 --- /dev/null +++ b/dotnet-examples/offline-tts/offline-tts.csproj @@ -0,0 +1,16 @@ + + + + Exe + net6.0 + offline_tts + enable + enable + + + + + + + + diff --git a/dotnet-examples/offline-tts/run-aishell3.sh b/dotnet-examples/offline-tts/run-aishell3.sh new file mode 100755 index 00000000..2c3429ca --- /dev/null +++ b/dotnet-examples/offline-tts/run-aishell3.sh @@ -0,0 +1,17 @@ +#!/usr/bin/env bash + +if [ ! -f ./vits-zh-aishell3/vits-aishell3.onnx ]; then + wget -qq https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-zh-aishell3.tar.bz2 + tar xf vits-zh-aishell3.tar.bz2 + rm vits-zh-aishell3.tar.bz2 +fi + +dotnet run \ + --vits-model=./vits-zh-aishell3/vits-aishell3.onnx \ + --vits-tokens=./vits-zh-aishell3/tokens.txt \ + --vits-lexicon=./vits-zh-aishell3/lexicon.txt \ + --tts-rule-fsts=./vits-zh-aishell3/rule.fst \ + --sid=66 \ + --debug=1 \ + --output-filename=./aishell3-66.wav \ + --text="这是一个语音合成测试, 写于公元 2024 年 1 月 28 号, 23点27分，星期天。" diff --git a/dotnet-examples/offline-tts/run-piper.sh b/dotnet-examples/offline-tts/run-piper.sh new file mode 100755 index 00000000..c9979beb --- /dev/null +++ b/dotnet-examples/offline-tts/run-piper.sh @@ -0,0 +1,16 @@ +#!/usr/bin/env bash + +if [ ! -f ./vits-piper-en_US-amy-low/en_US-amy-low.onnx ]; then + wget -qq https://github.com/k2-fsa/sherpa-onnx/releases/download/tts-models/vits-piper-en_US-amy-low.tar.bz2 + tar xf vits-piper-en_US-amy-low.tar.bz2 + rm vits-piper-en_US-amy-low.tar.bz2 +fi + +dotnet run \ + --vits-model=./vits-piper-en_US-amy-low/en_US-amy-low.onnx \ + --vits-tokens=./vits-piper-en_US-amy-low/tokens.txt \ + --vits-data-dir=./vits-piper-en_US-amy-low/espeak-ng-data \ + --debug=1 \ + --output-filename=./amy.wav \ + --text="This is a text to speech application in dotnet with Next Generation Kaldi" + diff --git a/dotnet-examples/sherpa-onnx.sln b/dotnet-examples/sherpa-onnx.sln index 1f1615bb..bc7b2f82 100644 --- a/dotnet-examples/sherpa-onnx.sln +++ b/dotnet-examples/sherpa-onnx.sln @@ -9,6 +9,8 @@ Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "offline-decode-files", "off EndProject Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "speech-recognition-from-microphone", "speech-recognition-from-microphone\speech-recognition-from-microphone.csproj", "{FE4EA1FF-062A-46B3-B78D-C828FED7B82E}" EndProject +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "offline-tts", "offline-tts\offline-tts.csproj", "{72196886-7143-4043-96E2-BCACEC6C79EB}" +EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution Debug|Any CPU = Debug|Any CPU @@ -30,5 +32,9 @@ Global {FE4EA1FF-062A-46B3-B78D-C828FED7B82E}.Debug|Any CPU.Build.0 = Debug|Any CPU {FE4EA1FF-062A-46B3-B78D-C828FED7B82E}.Release|Any CPU.ActiveCfg = Release|Any CPU {FE4EA1FF-062A-46B3-B78D-C828FED7B82E}.Release|Any CPU.Build.0 = Release|Any CPU + {72196886-7143-4043-96E2-BCACEC6C79EB}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {72196886-7143-4043-96E2-BCACEC6C79EB}.Debug|Any CPU.Build.0 = Debug|Any CPU + {72196886-7143-4043-96E2-BCACEC6C79EB}.Release|Any CPU.ActiveCfg = Release|Any CPU + {72196886-7143-4043-96E2-BCACEC6C79EB}.Release|Any CPU.Build.0 = Release|Any CPU EndGlobalSection EndGlobal diff --git a/scripts/dotnet/examples/offline-tts.csproj b/scripts/dotnet/examples/offline-tts.csproj new file mode 100644 index 00000000..55bbfa06 --- /dev/null +++ b/scripts/dotnet/examples/offline-tts.csproj @@ -0,0 +1,20 @@ + + + + Exe + net6.0 + offline_tts + enable + enable + + + + /tmp/packages;$(RestoreSources);https://api.nuget.org/v3/index.json + + + + + + + + diff --git a/scripts/dotnet/offline.cs b/scripts/dotnet/offline.cs index 2c040cba..110d521e 100644 --- a/scripts/dotnet/offline.cs +++ b/scripts/dotnet/offline.cs @@ -10,6 +10,214 @@ using System; namespace SherpaOnnx { + [StructLayout(LayoutKind.Sequential)] + public struct OfflineTtsVitsModelConfig + { + public OfflineTtsVitsModelConfig() + { + Model = ""; + Lexicon = ""; + Tokens = ""; + DataDir = ""; + + NoiseScale = 0.667F; + NoiseScaleW = 0.8F; + LengthScale = 1.0F; + } + [MarshalAs(UnmanagedType.LPStr)] + public string Model; + + [MarshalAs(UnmanagedType.LPStr)] + public string Lexicon; + + [MarshalAs(UnmanagedType.LPStr)] + public string Tokens; + + [MarshalAs(UnmanagedType.LPStr)] + public string DataDir; + + public float NoiseScale; + public float NoiseScaleW; + public float LengthScale; + } + + [StructLayout(LayoutKind.Sequential)] + public struct OfflineTtsModelConfig + { + public OfflineTtsModelConfig() + { + Vits = new OfflineTtsVitsModelConfig(); + NumThreads = 1; + Debug = 0; + Provider = "cpu"; + } + + public OfflineTtsVitsModelConfig Vits; + public int NumThreads; + public int Debug; + [MarshalAs(UnmanagedType.LPStr)] + public string Provider; + } + + public struct OfflineTtsConfig + { + public OfflineTtsConfig() + { + Model = new OfflineTtsModelConfig(); + RuleFsts = ""; + MaxNumSentences = 1; + } + public OfflineTtsModelConfig Model; + + [MarshalAs(UnmanagedType.LPStr)] + public string RuleFsts; + + public int MaxNumSentences; + } + + public class OfflineTtsGeneratedAudio + { + public OfflineTtsGeneratedAudio(IntPtr p) + { + _handle = new HandleRef(this, p); + } + + public bool SaveToWaveFile(String filename) + { + Impl impl = (Impl)Marshal.PtrToStructure(Handle, typeof(Impl)); + int status = SherpaOnnxWriteWave(impl.Samples, impl.NumSamples, impl.SampleRate, filename); + return status == 1; + } + + ~OfflineTtsGeneratedAudio() + { + Cleanup(); + } + + public void Dispose() + { + Cleanup(); + // Prevent the object from being placed on the + // finalization queue + System.GC.SuppressFinalize(this); + } + + private void Cleanup() + { + SherpaOnnxDestroyOfflineTtsGeneratedAudio(Handle); + + // Don't permit the handle to be used again. + _handle = new HandleRef(this, IntPtr.Zero); + } + + [StructLayout(LayoutKind.Sequential)] + struct Impl + { + public IntPtr Samples; + public int NumSamples; + public int SampleRate; + } + + private HandleRef _handle; + public IntPtr Handle => _handle.Handle; + + public int NumSamples + { + get + { + Impl impl = (Impl)Marshal.PtrToStructure(Handle, typeof(Impl)); + return impl.NumSamples; + } + } + + public int SampleRate + { + get + { + Impl impl = (Impl)Marshal.PtrToStructure(Handle, typeof(Impl)); + return impl.SampleRate; + } + } + + public float[] Samples + { + get + { + Impl impl = (Impl)Marshal.PtrToStructure(Handle, typeof(Impl)); + + float[] samples = new float[impl.NumSamples]; + Marshal.Copy(impl.Samples, samples, 0, impl.NumSamples); + return samples; + } + } + + [DllImport(Dll.Filename)] + private static extern void SherpaOnnxDestroyOfflineTtsGeneratedAudio(IntPtr handle); + + [DllImport(Dll.Filename)] + private static extern int SherpaOnnxWriteWave(IntPtr samples, int n, int sample_rate, [MarshalAs(UnmanagedType.LPStr)] string filename); + } + + public class OfflineTts : IDisposable + { + public OfflineTts(OfflineTtsConfig config) + { + IntPtr h = SherpaOnnxCreateOfflineTts(ref config); + _handle = new HandleRef(this, h); + } + + public OfflineTtsGeneratedAudio Generate(String text, float speed, int speakerId) + { + IntPtr p = SherpaOnnxOfflineTtsGenerate(_handle.Handle, text, speakerId, speed); + return new OfflineTtsGeneratedAudio(p); + } + + public void Dispose() + { + Cleanup(); + // Prevent the object from being placed on the + // finalization queue + System.GC.SuppressFinalize(this); + } + + ~OfflineTts() + { + Cleanup(); + } + + private void Cleanup() + { + SherpaOnnxDestroyOfflineTts(_handle.Handle); + + // Don't permit the handle to be used again. + _handle = new HandleRef(this, IntPtr.Zero); + } + + private HandleRef _handle; + + public int SampleRate + { + get + { + return SherpaOnnxOfflineTtsSampleRate(_handle.Handle); + } + } + + [DllImport(Dll.Filename)] + private static extern IntPtr SherpaOnnxCreateOfflineTts(ref OfflineTtsConfig config); + + [DllImport(Dll.Filename)] + private static extern void SherpaOnnxDestroyOfflineTts(IntPtr handle); + + [DllImport(Dll.Filename)] + private static extern int SherpaOnnxOfflineTtsSampleRate(IntPtr handle); + + [DllImport(Dll.Filename)] + private static extern IntPtr SherpaOnnxOfflineTtsGenerate(IntPtr handle, [MarshalAs(UnmanagedType.LPStr)] string text, int sid, float speed); + } + + + [StructLayout(LayoutKind.Sequential)] public struct OfflineTransducerModelConfig { diff --git a/scripts/dotnet/run.sh b/scripts/dotnet/run.sh index f56b2471..5021d399 100755 --- a/scripts/dotnet/run.sh +++ b/scripts/dotnet/run.sh @@ -15,12 +15,23 @@ pushd /tmp mkdir -p linux macos windows +# You can pre-download the required wheels to /tmp +src_dir=/tmp + +linux_wheel=$src_dir/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl +macos_wheel=$src_dir/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-macosx_10_14_x86_64.whl +windows_wheel=$src_dir/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-win_amd64.whl + if [ ! -f /tmp/linux/libsherpa-onnx-core.so ]; then echo "---linux x86_64---" cd linux - mkdir wheel + mkdir -p wheel cd wheel - curl -OL https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl + if [ -f $linux_wheel ]; then + cp -v $linux_wheel . + else + curl -OL https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl + fi unzip sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl cp -v sherpa_onnx/lib/*.so* ../ cd .. @@ -36,9 +47,13 @@ fi if [ ! -f /tmp/macos/libsherpa-onnx-core.dylib ]; then echo "---macOS x86_64---" cd macos - mkdir wheel + mkdir -p wheel cd wheel - curl -OL https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-macosx_10_14_x86_64.whl + if [ -f $macos_wheel ]; then + cp -v $macos_wheel . + else + curl -OL https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-macosx_10_14_x86_64.whl + fi unzip sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-macosx_10_14_x86_64.whl cp -v sherpa_onnx/lib/*.dylib ../ @@ -57,9 +72,13 @@ fi if [ ! -f /tmp/windows/libsherpa-onnx-core.dll ]; then echo "---windows x64---" cd windows - mkdir wheel + mkdir -p wheel cd wheel - curl -OL https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-win_amd64.whl + if [ -f $windows_wheel ]; then + cp -v $windows_wheel . + else + curl -OL https://huggingface.co/csukuangfj/sherpa-onnx-wheels/resolve/main/sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-win_amd64.whl + fi unzip sherpa_onnx-${SHERPA_ONNX_VERSION}-cp38-cp38-win_amd64.whl cp -v sherpa_onnx-${SHERPA_ONNX_VERSION}.data/data/bin/*.dll ../ cp -v sherpa_onnx-${SHERPA_ONNX_VERSION}.data/data/bin/*.lib ../ @@ -101,5 +120,5 @@ popd ls -lh packages -mkdir /tmp/packages +mkdir -p /tmp/packages cp -v packages/*.nupkg /tmp/packages diff --git a/sherpa-onnx/csrc/online-stream.h b/sherpa-onnx/csrc/online-stream.h index 175a5f71..f648ca5d 100644 --- a/sherpa-onnx/csrc/online-stream.h +++ b/sherpa-onnx/csrc/online-stream.h @@ -18,7 +18,7 @@ namespace sherpa_onnx { -class TransducerKeywordResult; +struct TransducerKeywordResult; class OnlineStream { public: explicit OnlineStream(const FeatureExtractorConfig &config = {},