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This commit is contained in:
132
bindings/go/examples/go-whisper/process.go
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132
bindings/go/examples/go-whisper/process.go
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@@ -0,0 +1,132 @@
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package main
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import (
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"fmt"
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"io"
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"os"
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"time"
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// Package imports
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whisper "github.com/ggerganov/whisper.cpp/bindings/go/pkg/whisper"
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wav "github.com/go-audio/wav"
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)
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func Process(model whisper.Model, path string, flags *Flags) error {
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var data []float32
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// Create processing context
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context, err := model.NewContext()
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if err != nil {
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return err
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}
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// Set the parameters
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if err := flags.SetParams(context); err != nil {
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return err
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}
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fmt.Printf("\n%s\n", context.SystemInfo())
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// Open the file
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fmt.Fprintf(flags.Output(), "Loading %q\n", path)
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fh, err := os.Open(path)
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if err != nil {
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return err
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}
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defer fh.Close()
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// Decode the WAV file - load the full buffer
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dec := wav.NewDecoder(fh)
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if buf, err := dec.FullPCMBuffer(); err != nil {
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return err
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} else if dec.SampleRate != whisper.SampleRate {
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return fmt.Errorf("unsupported sample rate: %d", dec.SampleRate)
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} else if dec.NumChans != 1 {
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return fmt.Errorf("unsupported number of channels: %d", dec.NumChans)
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} else {
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data = buf.AsFloat32Buffer().Data
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}
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// Segment callback when -tokens is specified
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var cb whisper.SegmentCallback
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if flags.IsTokens() {
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cb = func(segment whisper.Segment) {
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fmt.Fprintf(flags.Output(), "%02d [%6s->%6s] ", segment.Num, segment.Start.Truncate(time.Millisecond), segment.End.Truncate(time.Millisecond))
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for _, token := range segment.Tokens {
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if flags.IsColorize() && context.IsText(token) {
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fmt.Fprint(flags.Output(), Colorize(token.Text, int(token.P*24.0)), " ")
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} else {
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fmt.Fprint(flags.Output(), token.Text, " ")
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}
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}
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fmt.Fprintln(flags.Output(), "")
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fmt.Fprintln(flags.Output(), "")
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}
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}
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// Process the data
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fmt.Fprintf(flags.Output(), " ...processing %q\n", path)
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context.ResetTimings()
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if err := context.Process(data, nil, cb, nil); err != nil {
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return err
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}
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context.PrintTimings()
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// Print out the results
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switch {
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case flags.GetOut() == "srt":
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return OutputSRT(os.Stdout, context)
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case flags.GetOut() == "none":
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return nil
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default:
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return Output(os.Stdout, context, flags.IsColorize())
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}
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}
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// Output text as SRT file
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func OutputSRT(w io.Writer, context whisper.Context) error {
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n := 1
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for {
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segment, err := context.NextSegment()
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if err == io.EOF {
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return nil
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} else if err != nil {
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return err
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}
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fmt.Fprintln(w, n)
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fmt.Fprintln(w, srtTimestamp(segment.Start), " --> ", srtTimestamp(segment.End))
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fmt.Fprintln(w, segment.Text)
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fmt.Fprintln(w, "")
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n++
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}
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}
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// Output text to terminal
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func Output(w io.Writer, context whisper.Context, colorize bool) error {
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for {
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segment, err := context.NextSegment()
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if err == io.EOF {
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return nil
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} else if err != nil {
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return err
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}
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fmt.Fprintf(w, "[%6s->%6s]", segment.Start.Truncate(time.Millisecond), segment.End.Truncate(time.Millisecond))
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if colorize {
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for _, token := range segment.Tokens {
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if !context.IsText(token) {
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continue
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}
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fmt.Fprint(w, " ", Colorize(token.Text, int(token.P*24.0)))
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}
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fmt.Fprint(w, "\n")
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} else {
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fmt.Fprintln(w, " ", segment.Text)
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}
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}
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}
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// Return srtTimestamp
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func srtTimestamp(t time.Duration) string {
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return fmt.Sprintf("%02d:%02d:%02d,%03d", t/time.Hour, (t%time.Hour)/time.Minute, (t%time.Minute)/time.Second, (t%time.Second)/time.Millisecond)
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}
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