docs: update README with VAD, new threshold option, and silence handling

Update README to clarify VAD mode behavior: provisional caption only after Silero detects speech, Parakeet idle during silence. Document new --vad-threshold option to control Silero speech confidence. Add troubleshooting tip for music/noise false detections.

src/captions/processor_test.go

@@ -14,13 +14,17 @@ type fakeSegment struct {
 }
 
 type fakeTranscriber struct {
-	text        string
-	decodeTexts []string
-	segments    []fakeSegment
-	flushed     bool
+	text         string
+	decodeTexts  []string
+	segments     []fakeSegment
+	flushed      bool
+	speechActive bool
+	decodeSizes  []int
+	acceptedVAD  int
 }
 
-func (f *fakeTranscriber) Decode([]float32) string {
+func (f *fakeTranscriber) Decode(samples []float32) string {
+	f.decodeSizes = append(f.decodeSizes, len(samples))
 	if len(f.decodeTexts) == 0 {
 		return f.text
 	}
@@ -28,8 +32,9 @@ func (f *fakeTranscriber) Decode([]float32) string {
 	f.decodeTexts = f.decodeTexts[1:]
 	return text
 }
-func (f *fakeTranscriber) AcceptVAD([]float32) {}
-func (f *fakeTranscriber) FlushVAD()           { f.flushed = true }
+func (f *fakeTranscriber) AcceptVAD(samples []float32) { f.acceptedVAD += len(samples) }
+func (f *fakeTranscriber) SpeechActive() bool          { return f.speechActive }
+func (f *fakeTranscriber) FlushVAD()                   { f.flushed = true }
 func (f *fakeTranscriber) NextSpeechSegment() (int, []float32, bool) {
 	if len(f.segments) == 0 {
 		return 0, nil, false
@@ -42,12 +47,14 @@ func (f *fakeTranscriber) NextSpeechSegment() (int, []float32, bool) {
 func TestFixedModeEmitsFinalCaption(t *testing.T) {
 	transcriber := &fakeTranscriber{text: "hello"}
 	var events []Event
-	processor := New(config.Settings{Mode: config.ModeFixed, ChunkDuration: time.Second}, transcriber, func(event Event) error {
+	processor := New(config.Settings{
+		Mode: config.ModeFixed, ChunkDuration: time.Second, PreviewThresholdDB: -45,
+	}, transcriber, func(event Event) error {
 		events = append(events, event)
 		return nil
 	})
 
-	if err := processor.Accept(make([]float32, audio.SampleRate)); err != nil {
+	if err := processor.Accept(constantSamples(audio.SampleRate, 0.5)); err != nil {
 		t.Fatal(err)
 	}
 	if len(events) != 1 || events[0].Kind != Final || events[0].Text != "hello" {
@@ -61,12 +68,14 @@ func TestFixedModeEmitsFinalCaption(t *testing.T) {
 func TestFixedModeFlushesFinalPartialChunkWithExactTimestamps(t *testing.T) {
 	transcriber := &fakeTranscriber{decodeTexts: []string{"first", "partial"}}
 	var events []Event
-	processor := New(config.Settings{Mode: config.ModeFixed, ChunkDuration: time.Second}, transcriber, func(event Event) error {
+	processor := New(config.Settings{
+		Mode: config.ModeFixed, ChunkDuration: time.Second, PreviewThresholdDB: -45,
+	}, transcriber, func(event Event) error {
 		events = append(events, event)
 		return nil
 	})
 
-	if err := processor.Accept(make([]float32, audio.SampleRate+audio.SampleRate/2)); err != nil {
+	if err := processor.Accept(constantSamples(audio.SampleRate+audio.SampleRate/2, 0.5)); err != nil {
 		t.Fatal(err)
 	}
 	if err := processor.Flush(); err != nil {
@@ -81,7 +90,7 @@ func TestFixedModeFlushesFinalPartialChunkWithExactTimestamps(t *testing.T) {
 }
 
 func TestVADModeEmitsProvisionalThenFinal(t *testing.T) {
-	transcriber := &fakeTranscriber{text: "speech"}
+	transcriber := &fakeTranscriber{text: "speech", speechActive: true}
 	var events []Event
 	processor := New(config.Settings{
 		Mode:               config.ModeVAD,
@@ -92,14 +101,12 @@ func TestVADModeEmitsProvisionalThenFinal(t *testing.T) {
 		return nil
 	})
 
-	loud := make([]float32, audio.SampleRate)
-	for i := range loud {
-		loud[i] = 0.5
-	}
+	loud := constantSamples(audio.SampleRate, 0.5)
 	if err := processor.Accept(loud); err != nil {
 		t.Fatal(err)
 	}
 	transcriber.segments = []fakeSegment{{start: 0, samples: loud}}
+	transcriber.speechActive = false
 	if err := processor.Accept(make([]float32, audio.SamplesPerPacket())); err != nil {
 		t.Fatal(err)
 	}
@@ -112,11 +119,13 @@ func TestVADModeEmitsProvisionalThenFinal(t *testing.T) {
 func TestEmptyFinalEmitsHide(t *testing.T) {
 	transcriber := &fakeTranscriber{text: " \n\t "}
 	var event Event
-	processor := New(config.Settings{Mode: config.ModeFixed, ChunkDuration: time.Second}, transcriber, func(got Event) error {
+	processor := New(config.Settings{
+		Mode: config.ModeFixed, ChunkDuration: time.Second, PreviewThresholdDB: -45,
+	}, transcriber, func(got Event) error {
 		event = got
 		return nil
 	})
-	if err := processor.Accept(make([]float32, audio.SampleRate)); err != nil {
+	if err := processor.Accept(constantSamples(audio.SampleRate, 0.5)); err != nil {
 		t.Fatal(err)
 	}
 	if event.Kind != Hide {
@@ -124,6 +133,101 @@ func TestEmptyFinalEmitsHide(t *testing.T) {
 	}
 }
 
+func TestFixedModeSilenceStaysOutOfRecognizer(t *testing.T) {
+	transcriber := &fakeTranscriber{text: "hallucinated caption"}
+	var events []Event
+	processor := New(config.Settings{
+		Mode:               config.ModeFixed,
+		ChunkDuration:      time.Second,
+		PreviewThresholdDB: -45,
+	}, transcriber, func(event Event) error {
+		events = append(events, event)
+		return nil
+	})
+
+	if err := processor.Accept(make([]float32, audio.SampleRate)); err != nil {
+		t.Fatal(err)
+	}
+	if len(transcriber.decodeSizes) != 0 {
+		t.Fatalf("silent audio reached recognizer: decode sizes = %v", transcriber.decodeSizes)
+	}
+	if len(events) != 1 || events[0].Kind != Hide {
+		t.Fatalf("silent chunk events = %#v, want one Hide", events)
+	}
+}
+
+func TestVADModeDoesNotPreviewLoudNonSpeech(t *testing.T) {
+	transcriber := &fakeTranscriber{text: "music hallucination"}
+	var events []Event
+	processor := New(config.Settings{
+		Mode:               config.ModeVAD,
+		ChunkDuration:      time.Second,
+		PreviewThresholdDB: -45,
+	}, transcriber, func(event Event) error {
+		events = append(events, event)
+		return nil
+	})
+
+	loudMusic := constantSamples(audio.SampleRate, 0.5)
+	if err := processor.Accept(loudMusic); err != nil {
+		t.Fatal(err)
+	}
+	if transcriber.acceptedVAD != len(loudMusic) {
+		t.Fatalf("VAD received %d samples, want %d", transcriber.acceptedVAD, len(loudMusic))
+	}
+	if len(transcriber.decodeSizes) != 0 || len(events) != 0 {
+		t.Fatalf("non-speech reached recognizer: decodes=%v events=%#v", transcriber.decodeSizes, events)
+	}
+}
+
+func TestVADModeClearsRejectedShortSpeechPreview(t *testing.T) {
+	transcriber := &fakeTranscriber{text: "draft", speechActive: true}
+	var events []Event
+	processor := New(config.Settings{
+		Mode:               config.ModeVAD,
+		ChunkDuration:      time.Second,
+		PreviewThresholdDB: -45,
+	}, transcriber, func(event Event) error {
+		events = append(events, event)
+		return nil
+	})
+
+	if err := processor.Accept(constantSamples(audio.SampleRate, 0.5)); err != nil {
+		t.Fatal(err)
+	}
+	transcriber.speechActive = false
+	if err := processor.Accept(make([]float32, audio.SamplesPerPacket())); err != nil {
+		t.Fatal(err)
+	}
+	if len(events) != 2 || events[0].Kind != Provisional || events[1].Kind != Hide {
+		t.Fatalf("events = %#v, want Provisional then Hide", events)
+	}
+}
+
+func TestVADPreviewRecognitionWindowIsBounded(t *testing.T) {
+	transcriber := &fakeTranscriber{text: "draft", speechActive: true}
+	processor := New(config.Settings{
+		Mode:               config.ModeVAD,
+		ChunkDuration:      time.Second,
+		PreviewThresholdDB: -45,
+	}, transcriber, func(Event) error { return nil })
+
+	for range 15 {
+		if err := processor.Accept(constantSamples(audio.SampleRate, 0.5)); err != nil {
+			t.Fatal(err)
+		}
+	}
+	maxSamples := audio.DurationSamples(maxPreviewDuration)
+	for _, size := range transcriber.decodeSizes {
+		if size > maxSamples {
+			t.Fatalf("preview decode used %d samples, limit is %d", size, maxSamples)
+		}
+	}
+	if len(transcriber.decodeSizes) != 15 {
+		t.Fatalf("preview decode count = %d, want 15", len(transcriber.decodeSizes))
+	}
+}
+
 func TestFlushFlushesVAD(t *testing.T) {
 	transcriber := &fakeTranscriber{}
 	processor := New(config.Settings{Mode: config.ModeVAD, ChunkDuration: time.Second}, transcriber, func(Event) error { return nil })
@@ -134,3 +238,11 @@ func TestFlushFlushesVAD(t *testing.T) {
 		t.Fatal("VAD was not flushed")
 	}
 }
+
+func constantSamples(count int, value float32) []float32 {
+	samples := make([]float32, count)
+	for i := range samples {
+		samples[i] = value
+	}
+	return samples
+}