diff --git a/yohane-cli/yohane_cli/audio.py b/yohane-cli/yohane_cli/audio.py
index ea634725..97b311be 100644
--- a/yohane-cli/yohane_cli/audio.py
+++ b/yohane-cli/yohane_cli/audio.py
@@ -65,9 +65,9 @@ def save_separated_tracks(yohane: Yohane, song_path: Path):
         waveform, sample_rate = yohane.vocals
         filename = song_path.with_suffix(".vocals.wav")
         logger.info(f"Saving vocals track to {filename}")
-        torchaudio.save(filename, waveform.to("cpu"), sample_rate)
+        torchaudio.save(filename.as_posix(), waveform.to("cpu"), sample_rate)
     if yohane.off_vocal is not None:
         waveform, sample_rate = yohane.off_vocal
         filename = song_path.with_suffix(".off_vocal.wav")
         logger.info(f"Saving off vocal track to {filename}")
-        torchaudio.save(filename, waveform.to("cpu"), sample_rate)
+        torchaudio.save(filename.as_posix(), waveform.to("cpu"), sample_rate)
diff --git a/yohane/pipeline.py b/yohane/pipeline.py
index 6a4c6a3c..389946ae 100644
--- a/yohane/pipeline.py
+++ b/yohane/pipeline.py
@@ -36,7 +36,7 @@ def off_vocal(self):
 
     def load_song(self, song_file: Path):
         logger.info("Loading song")
-        self.song = torchaudio.load(song_file)
+        self.song = torchaudio.load(song_file.as_posix())
 
     def extract_vocals(self):
         if self.separator is not None: