diff --git a/benchmarks/decoders/benchmark_audio_decoders.py b/benchmarks/decoders/benchmark_audio_decoders.py
index f10da1204..bfffbf12f 100644
--- a/benchmarks/decoders/benchmark_audio_decoders.py
+++ b/benchmarks/decoders/benchmark_audio_decoders.py
@@ -71,7 +71,7 @@ def get_duration(path: Path) -> str:
 
 
 def decode_with_torchcodec(path: Path) -> None:
-    AudioDecoder(path).get_samples_played_in_range(start_seconds=0, stop_seconds=None)
+    AudioDecoder(path).get_all_samples()
 
 
 def decode_with_torchaudio_StreamReader(path: Path) -> None:
diff --git a/examples/audio_decoding.py b/examples/audio_decoding.py
index 01509f291..c2762a104 100644
--- a/examples/audio_decoding.py
+++ b/examples/audio_decoding.py
@@ -59,10 +59,10 @@ def play_audio(samples):
 # ----------------
 #
 # To get decoded samples, we just need to call the
-# :meth:`~torchcodec.decoders.AudioDecoder.get_samples_played_in_range` method,
+# :meth:`~torchcodec.decoders.AudioDecoder.get_all_samples` method,
 # which returns an :class:`~torchcodec.AudioSamples` object:
 
-samples = decoder.get_samples_played_in_range()
+samples = decoder.get_all_samples()
 
 print(samples)
 play_audio(samples)
@@ -80,9 +80,9 @@ def play_audio(samples):
 # Specifying a range
 # ------------------
 #
-# By default,
-# :meth:`~torchcodec.decoders.AudioDecoder.get_samples_played_in_range`  decodes
-# the entire audio stream, but we can specify a custom range:
+# If we don't need all the samples, we can use
+# :meth:`~torchcodec.decoders.AudioDecoder.get_samples_played_in_range` to
+# decode the samples within a custom range:
 
 samples = decoder.get_samples_played_in_range(start_seconds=10, stop_seconds=70)
 
@@ -99,7 +99,7 @@ def play_audio(samples):
 # increased:
 
 decoder = AudioDecoder(raw_audio_bytes, sample_rate=16_000)
-samples = decoder.get_samples_played_in_range(start_seconds=0)
+samples = decoder.get_all_samples()
 
 print(samples)
 play_audio(samples)
diff --git a/src/torchcodec/decoders/_audio_decoder.py b/src/torchcodec/decoders/_audio_decoder.py
index d0e7ede00..80fd87e54 100644
--- a/src/torchcodec/decoders/_audio_decoder.py
+++ b/src/torchcodec/decoders/_audio_decoder.py
@@ -75,6 +75,17 @@ def __init__(
             sample_rate if sample_rate is not None else self.metadata.sample_rate
         )
 
+    def get_all_samples(self) -> AudioSamples:
+        """Returns all the audio samples from the source.
+
+        To decode samples in a specific range, use
+        :meth:`~torchcodec.decoders.AudioDecoder.get_samples_played_in_range`.
+
+        Returns:
+            AudioSamples: The samples within the file.
+        """
+        return self.get_samples_played_in_range()
+
     def get_samples_played_in_range(
         self, start_seconds: float = 0.0, stop_seconds: Optional[float] = None
     ) -> AudioSamples:
@@ -82,11 +93,18 @@ def get_samples_played_in_range(
 
         Samples are in the half open range [start_seconds, stop_seconds).
 
+        To decode all the samples from beginning to end, you can call this
+        method while leaving ``start_seconds`` and ``stop_seconds`` to their
+        default values, or use
+        :meth:`~torchcodec.decoders.AudioDecoder.get_all_samples` as a more
+        convenient alias.
+
         Args:
             start_seconds (float): Time, in seconds, of the start of the
                 range. Default: 0.
-            stop_seconds (float): Time, in seconds, of the end of the
-                range. As a half open range, the end is excluded.
+            stop_seconds (float or None): Time, in seconds, of the end of the
+                range. As a half open range, the end is excluded. Default: None,
+                which decodes samples until the end.
 
         Returns:
             AudioSamples: The samples within the specified range.
diff --git a/src/torchcodec/decoders/_core/VideoDecoder.h b/src/torchcodec/decoders/_core/VideoDecoder.h
index c480ed3ea..4d3e2f2ce 100644
--- a/src/torchcodec/decoders/_core/VideoDecoder.h
+++ b/src/torchcodec/decoders/_core/VideoDecoder.h
@@ -239,7 +239,6 @@ class VideoDecoder {
       double startSeconds,
       double stopSeconds);
 
-  // TODO-AUDIO: Should accept sampleRate
   AudioFramesOutput getFramesPlayedInRangeAudio(
       double startSeconds,
       std::optional<double> stopSecondsOptional = std::nullopt);
diff --git a/test/decoders/test_decoders.py b/test/decoders/test_decoders.py
index e8dfc675c..cc47e116d 100644
--- a/test/decoders/test_decoders.py
+++ b/test/decoders/test_decoders.py
@@ -982,7 +982,7 @@ def test_negative_start(self, asset):
 
     @pytest.mark.parametrize("asset", (NASA_AUDIO, NASA_AUDIO_MP3))
     @pytest.mark.parametrize("stop_seconds", (None, "duration", 99999999))
-    def test_get_all_samples(self, asset, stop_seconds):
+    def test_get_all_samples_with_range(self, asset, stop_seconds):
         decoder = AudioDecoder(asset.path)
 
         if stop_seconds == "duration":
@@ -998,6 +998,14 @@ def test_get_all_samples(self, asset, stop_seconds):
         assert samples.sample_rate == asset.sample_rate
         assert samples.pts_seconds == asset.get_frame_info(idx=0).pts_seconds
 
+    @pytest.mark.parametrize("asset", (NASA_AUDIO, NASA_AUDIO_MP3))
+    def test_get_all_samples(self, asset):
+        decoder = AudioDecoder(asset.path)
+        torch.testing.assert_close(
+            decoder.get_all_samples().data,
+            decoder.get_samples_played_in_range().data,
+        )
+
     @pytest.mark.parametrize("asset", (NASA_AUDIO, NASA_AUDIO_MP3))
     def test_at_frame_boundaries(self, asset):
         decoder = AudioDecoder(asset.path)