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whisper.cpp/bindings/go/examples/go-whisper/process.go

81 lines
1.7 KiB

package main
import (
"fmt"
"io"
"os"
"time"
// Package imports
whisper "github.com/ggerganov/whisper.cpp/bindings/go/pkg/whisper"
wav "github.com/go-audio/wav"
)
func Process(model whisper.Model, path string, lang string, speedup, tokens bool) error {
var data []float32
// Create processing context
context, err := model.NewContext()
if err != nil {
return err
}
// Open the file
fh, err := os.Open(path)
if err != nil {
return err
}
defer fh.Close()
// Decode the WAV file
dec := wav.NewDecoder(fh)
if buf, err := dec.FullPCMBuffer(); err != nil {
return err
} else if dec.SampleRate != whisper.SampleRate {
return fmt.Errorf("unsupported sample rate: %d", dec.SampleRate)
} else if dec.NumChans != 1 {
return fmt.Errorf("unsupported number of channels: %d", dec.NumChans)
} else {
data = buf.AsFloat32Buffer().Data
}
// Set the parameters
var cb whisper.SegmentCallback
if lang != "" {
if err := context.SetLanguage(lang); err != nil {
return err
}
}
if speedup {
context.SetSpeedup(true)
}
if tokens {
cb = func(segment whisper.Segment) {
fmt.Printf("%02d [%6s->%6s] ", segment.Num, segment.Start.Truncate(time.Millisecond), segment.End.Truncate(time.Millisecond))
for _, token := range segment.Tokens {
fmt.Printf("%q ", token.Text)
}
fmt.Println("")
}
}
// Process the data
if err := context.Process(data, cb); err != nil {
return err
}
// Print out the results
for {
segment, err := context.NextSegment()
if err == io.EOF {
break
} else if err != nil {
return err
}
fmt.Printf("[%6s->%6s] %s\n", segment.Start.Truncate(time.Millisecond), segment.End.Truncate(time.Millisecond), segment.Text)
}
// Return success
return nil
}