diff --git a/videocr/models.py b/videocr/models.py
index bd828be..31259c4 100644
--- a/videocr/models.py
+++ b/videocr/models.py
@@ -62,12 +62,12 @@ class PredictedSubtitle:
     def __init__(self, frames: List[PredictedFrame]):
         self.frames = [f for f in frames if f.confidence > 0]
 
-    @property
-    def text(self) -> str:
         if self.frames:
             conf_max = max(f.confidence for f in self.frames)
-            return next(f.text for f in self.frames if f.confidence == conf_max)
-        return ''
+            self.text = next(f.text for f in self.frames 
+                                    if f.confidence == conf_max)
+        else:
+            self.text = ''
 
     @property
     def index_start(self) -> int:
diff --git a/videocr/video.py b/videocr/video.py
index 703c1d4..e1a2767 100644
--- a/videocr/video.py
+++ b/videocr/video.py
@@ -46,12 +46,22 @@ class Video:
         v.release()
 
     def get_subtitles(self) -> str:
+        self._generate_subtitles()
+        return ''.join(
+            '{}\n{} --> {}\n{}\n'.format(
+                i,
+                self._srt_timestamp(sub.index_start),
+                self._srt_timestamp(sub.index_end),
+                sub.text)
+            for i, sub in enumerate(self.pred_subs))
+
+    def _generate_subtitles(self) -> None:
+        self.pred_subs = []
+
         if self.pred_frames is None:
             raise AttributeError(
                 'Please call self.run_ocr() first to generate ocr of frames')
 
-        self.pred_subs = []
-
         # divide ocr of frames into subtitle paragraphs using sliding window
         WIN_BOUND = int(self.fps / 2)  # 1/2 sec sliding window boundary
         bound = WIN_BOUND
@@ -75,18 +85,10 @@ class Video:
 
             j += 1
 
+        # also handle the last remaining frames
         if i < self.num_frames - 1:
             self._append_sub(PredictedSubtitle(self.pred_frames[i:]))
 
-        for i, sub in enumerate(self.pred_subs):
-            print('{}\n{} --> {}\n{}\n'.format(
-                i,
-                self._srt_timestamp(sub.index_start),
-                self._srt_timestamp(sub.index_end),
-                sub.text))
-
-        return ''
-
     def _append_sub(self, sub: PredictedSubtitle) -> None:
         if len(sub.text) == 0:
             return
@@ -101,7 +103,7 @@ class Video:
 
     def _srt_timestamp(self, frame_index) -> str:
         time = str(datetime.timedelta(seconds=frame_index / self.fps))
-        return time.replace('.', ',')  # srt uses comma as fractional separator
+        return time.replace('.', ',')  # srt uses comma, not dot
 
 
 time_start = timeit.default_timer()