Add C# API for speech enhancement GTCRN models (#1990)
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45
dotnet-examples/speech-enhancement-gtcrn/Program.cs
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45
dotnet-examples/speech-enhancement-gtcrn/Program.cs
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// Copyright (c) 2025 Xiaomi Corporation
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//
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// This file shows how to use speech enhancement API with GTCRN models.
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//
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// 1. Download a model from
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// https://github.com/k2-fsa/sherpa-onnx/releases/tag/speech-enhancement-models
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//
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// wget https://github.com/k2-fsa/sherpa-onnx/releases/download/speech-enhancement-models/gtcrn_simple.onnx
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//
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// 2. Download a test file
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//
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// wget https://github.com/k2-fsa/sherpa-onnx/releases/download/speech-enhancement-models/inp_16k.wav
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//
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// 3. Now run it
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//
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// dotnet run
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using SherpaOnnx;
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class OfflineSpeechEnhancementDemo
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{
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static void Main(string[] args)
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{
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var config = new OfflineSpeechDenoiserConfig();
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config.Model.Gtcrn.Model = "./gtcrn_simple.onnx";
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config.Model.Debug = 1;
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config.Model.NumThreads = 1;
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var sd = new OfflineSpeechDenoiser(config);
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WaveReader waveReader = new WaveReader("./inp_16k.wav");
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var denoisedAudio = sd.Run(waveReader.Samples, waveReader.SampleRate);
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var outputFilename = "./enhanced-16k.wav";
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var ok = denoisedAudio.SaveToWaveFile(outputFilename);
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if (ok)
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{
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Console.WriteLine($"Wrote to {outputFilename} succeeded!");
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}
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else
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{
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Console.WriteLine($"Failed to write {outputFilename}");
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}
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}
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}
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12
dotnet-examples/speech-enhancement-gtcrn/run.sh
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12
dotnet-examples/speech-enhancement-gtcrn/run.sh
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#!/usr/bin/env bash
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set -ex
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if [ ! -f ./gtcrn_simple.onnx ]; then
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/speech-enhancement-models/gtcrn_simple.onnx
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fi
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if [ ! -f ./inp_16k.wav ]; then
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curl -SL -O https://github.com/k2-fsa/sherpa-onnx/releases/download/speech-enhancement-models/inp_16k.wav
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fi
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dotnet run
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<Project Sdk="Microsoft.NET.Sdk">
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<PropertyGroup>
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<OutputType>Exe</OutputType>
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<TargetFramework>net8.0</TargetFramework>
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<RootNamespace>speech_enhancement_gtcrn</RootNamespace>
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<ImplicitUsings>enable</ImplicitUsings>
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<Nullable>enable</Nullable>
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</PropertyGroup>
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<ItemGroup>
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<ProjectReference Include="..\Common\Common.csproj" />
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</ItemGroup>
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</Project>
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