diff --git a/basic_training_notebook.ipynb b/basic_training_notebook.ipynb
index 89769c8..5fa1935 100644
--- a/basic_training_notebook.ipynb
+++ b/basic_training_notebook.ipynb
@@ -60,39 +60,49 @@
     "id": "dEluu7nL7ywd"
    },
    "outputs": [],
-   "source": [
-    "# Generates 1 sample of the target word for manual verification.\n",
-    "\n",
-    "target_word = 'khum_puter'  # Phonetic spellings may produce better samples\n",
-    "\n",
-    "import os\n",
-    "import sys\n",
-    "import platform\n",
-    "\n",
-    "from IPython.display import Audio\n",
-    "\n",
-    "if not os.path.exists(\"./-m piper-sample-generator\"):\n",
-    "    if platform.system() == \"Darwin\":\n",
-    "        !git clone -b mps-support https://github.com/kahrendt/piper-sample-generator\n",
-    "    else:\n",
-    "        !git clone https://github.com/rhasspy/piper-sample-generator\n",
-    "\n",
-    "    !wget -O -m piper-sample-generator/models/en_US-libritts_r-medium.pt 'https://github.com/rhasspy/-m piper-sample-generator/releases/download/v2.0.0/en_US-libritts_r-medium.pt'\n",
-    "\n",
-    "    # Install system dependencies\n",
-    "    !\"{sys.executable}\" -m pip install torch torchaudio -m piper-phonemize-cross==1.2.1\n",
-    "\n",
-    "    if \"-m piper-sample-generator/\" not in sys.path:\n",
-    "        sys.path.append(\"-m piper-sample-generator/\")\n",
-    "\n",
-    "!\"{sys.executable}\" pyrhon3 -m piper-sample-generator/generate_samples.py \"{target_word}\" \\\n",
-    "--max-samples 1 \\\n",
-    "--batch-size 1 \\\n",
-    "--output-dir generated_samples\n",
-    "\n",
-    "Audio(\"generated_samples/0.wav\", autoplay=True)"
-   ]
-  },
+    "source": [
+     "# Generates 1 sample of the target word for manual verification.\n",
+     "\n",
+     "target_word = 'khum_puter'  # Phonetic spellings may produce better samples\n",
+     "\n",
+     "import os\n",
+     "import sys\n",
+     "import platform\n",
+     "\n",
+     "from IPython.display import Audio\n",
+     "\n",
+     "# Ensure the repository is cloned correctly\n",
+     "if not os.path.exists(\"./piper-sample-generator\"):\n",
+     "    if platform.system() == \"Darwin\":\n",
+     "        !git clone -b mps-support https://github.com/kahrendt/piper-sample-generator\n",
+     "    else:\n",
+     "        !git clone https://github.com/rhasspy/piper-sample-generator\n",
+     "\n",
+     "# Download the required model\n",
+     "if not os.path.exists(\"piper-sample-generator/models/en_US-libritts_r-medium.pt\"):\n",
+     "    !wget -O piper-sample-generator/models/en_US-libritts_r-medium.pt 'https://github.com/rhasspy/piper-sample-generator/releases/download/v2.0.0/en_US-libritts_r-medium.pt'\n",
+     "\n",
+     "# Install system dependencies\n",
+     "!\"{sys.executable}\" -m pip install torch torchaudio piper-phonemize-cross==1.2.1\n",
+     "\n",
+     "# Ensure the repository path is in sys.path\n",
+     "if \"piper-sample-generator/\" not in sys.path:\n",
+     "    sys.path.append(\"piper-sample-generator/\")\n",
+     "\n",
+     "# Generate sample\n",
+     "!\"{sys.executable}\" piper-sample-generator/generate_samples.py \"{target_word}\" \\\n",
+     "--max-samples 1 \\\n",
+     "--batch-size 1 \\\n",
+     "--output-dir generated_samples\n",
+     "\n",
+     "# Play the generated audio sample\n",
+     "audio_path = \"generated_samples/0.wav\"\n",
+     "if os.path.exists(audio_path):\n",
+     "    display(Audio(audio_path, autoplay=True))\n",
+     "else:\n",
+     "    print(f\"Audio file not found at {audio_path}\")"
+    ]
+   },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -108,7 +118,7 @@
     "# generating negative samples similar to the wake word, and generating many more\n",
     "# wake word samples, possibly with different phonetic pronunciations.\n",
     "\n",
-    "!\"{sys.executable}\" pyrhon3 -m piper-sample-generator/generate_samples.py \"{target_word}\" \\\n",
+    "!\"{sys.executable}\" -m piper-sample-generator/generate_samples.py \"{target_word}\" \\\n",
     "--max-samples 1000 \\\n",
     "--batch-size 100 \\\n",
     "--output-dir generated_samples"