diff --git a/whisperlivekit/audio_processor.py b/whisperlivekit/audio_processor.py
index 862ce54..9232dd3 100644
--- a/whisperlivekit/audio_processor.py
+++ b/whisperlivekit/audio_processor.py
@@ -368,7 +368,11 @@ class AudioProcessor:
                     if additional_token is SENTINEL:
                         sentinel_found = True
                         break
-                    tokens_to_process.append(additional_token)                
+                    elif type(additional_token) is Silence:
+                        self.translation.insert_silence(additional_token.duration)
+                        continue
+                    else:
+                        tokens_to_process.append(additional_token)                
                 if tokens_to_process:
                     self.translation.insert_tokens(tokens_to_process)
                     self.translated_segments = await asyncio.to_thread(self.translation.process)
diff --git a/whisperlivekit/timed_objects.py b/whisperlivekit/timed_objects.py
index 76c5ef8..caa5967 100644
--- a/whisperlivekit/timed_objects.py
+++ b/whisperlivekit/timed_objects.py
@@ -126,7 +126,7 @@ class Line(TimedText):
     
     def to_dict(self):
         _dict = {
-            'speaker': int(self.speaker),
+            'speaker': abs(int(self.speaker)),
             'text': self.text,
             'start': format_time(self.start),
             'end': format_time(self.end),
@@ -151,7 +151,7 @@ class FrontData():
     def to_dict(self):
         _dict = {
             'status': self.status,
-            'lines': [line.to_dict() for line in self.lines],
+            'lines': [line.to_dict() for line in self.lines if line.text],
             'buffer_transcription': self.buffer_transcription,
             'buffer_diarization': self.buffer_diarization,
             'remaining_time_transcription': self.remaining_time_transcription,
diff --git a/whisperlivekit/web/live_transcription.js b/whisperlivekit/web/live_transcription.js
index c399295..360b7f6 100644
--- a/whisperlivekit/web/live_transcription.js
+++ b/whisperlivekit/web/live_transcription.js
@@ -416,10 +416,13 @@ function renderLinesWithBuffer(
       }
       
       if (item.translation) {
-        currentLineText += `<div class="label_translation">
-          ${translationIcon}
-          <span>${item.translation}</span>
-        </div>`;
+        currentLineText += `
+            <div>
+                <div class="label_translation">
+                    ${translationIcon}
+                    <span>${item.translation}</span>
+                </div>
+            </div>`;
       }
 
       return currentLineText.trim().length > 0 || speakerLabel.length > 0