Add Golang API for VAD (#708)
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3
go-api-examples/vad/go.mod
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3
go-api-examples/vad/go.mod
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module vad
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go 1.12
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112
go-api-examples/vad/main.go
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112
go-api-examples/vad/main.go
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package main
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import (
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"fmt"
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"github.com/gordonklaus/portaudio"
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sherpa "github.com/k2-fsa/sherpa-onnx-go/sherpa_onnx"
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"log"
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)
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func main() {
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log.SetFlags(log.LstdFlags | log.Lmicroseconds)
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config := sherpa.VadModelConfig{}
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// Please download silero_vad.onnx from
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// https://github.com/snakers4/silero-vad/blob/master/files/silero_vad.onnx
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config.SileroVad.Model = "./silero_vad.onnx"
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config.SileroVad.Threshold = 0.5
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config.SileroVad.MinSilenceDuration = 0.5
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config.SileroVad.MinSpeechDuration = 0.25
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config.SileroVad.WindowSize = 512
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config.SampleRate = 16000
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config.NumThreads = 1
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config.Provider = "cpu"
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config.Debug = 1
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var bufferSizeInSeconds float32 = 5
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vad := sherpa.NewVoiceActivityDetector(&config, bufferSizeInSeconds)
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defer sherpa.DeleteVoiceActivityDetector(vad)
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err := portaudio.Initialize()
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if err != nil {
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log.Fatalf("Unable to initialize portaudio: %v\n", err)
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}
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defer portaudio.Terminate()
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default_device, err := portaudio.DefaultInputDevice()
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if err != nil {
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log.Fatal("Failed to get default input device: %v\n", err)
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}
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log.Printf("Selected default input device: %s\n", default_device.Name)
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param := portaudio.StreamParameters{}
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param.Input.Device = default_device
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param.Input.Channels = 1
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param.Input.Latency = default_device.DefaultLowInputLatency
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param.SampleRate = float64(config.SampleRate)
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param.FramesPerBuffer = 0
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param.Flags = portaudio.ClipOff
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// you can choose another value for 0.1 if you want
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samplesPerCall := int32(param.SampleRate * 0.1) // 0.1 second
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samples := make([]float32, samplesPerCall)
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s, err := portaudio.OpenStream(param, samples)
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if err != nil {
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log.Fatalf("Failed to open the stream")
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}
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defer s.Close()
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chk(s.Start())
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log.Print("Started! Please speak")
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printed := false
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k := 0
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for {
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chk(s.Read())
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vad.AcceptWaveform(samples)
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if vad.IsSpeech() && !printed {
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printed = true
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log.Print("Detected speech\n")
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}
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if !vad.IsSpeech() {
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printed = false
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}
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for !vad.IsEmpty() {
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speechSegment := vad.Front()
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vad.Pop()
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duration := float32(len(speechSegment.Samples)) / float32(config.SampleRate)
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audio := sherpa.GeneratedAudio{}
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audio.Samples = speechSegment.Samples
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audio.SampleRate = config.SampleRate
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filename := fmt.Sprintf("seg-%d-%.2f-seconds.wav", k, duration)
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ok := audio.Save(filename)
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if ok {
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log.Printf("Saved to %s", filename)
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}
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k += 1
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log.Printf("Duration: %.2f seconds\n", duration)
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log.Print("----------\n")
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}
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}
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chk(s.Stop())
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}
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func chk(err error) {
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if err != nil {
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panic(err)
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}
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}
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10
go-api-examples/vad/run.sh
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10
go-api-examples/vad/run.sh
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#!/usr/bin/env bash
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if [ ! -f ./silero_vad.onnx ]; then
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curl -SL -O https://github.com/snakers4/silero-vad/blob/master/files/silero_vad.onnx
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fi
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go mod tidy
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go build
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./vad
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