diff --git a/notebooks/piper_multilingual_training_notebook.ipynb b/notebooks/piper_multilingual_training_notebook.ipynb
index 61ffc3f..553d492 100644
--- a/notebooks/piper_multilingual_training_notebook.ipynb
+++ b/notebooks/piper_multilingual_training_notebook.ipynb
@@ -103,6 +103,7 @@
         "# clone:\n",
         "!git clone -q https://github.com/rmcpantoja/piper\n",
         "%cd /content/piper/src/python\n",
+        "!wget -q \"https://raw.githubusercontent.com/coqui-ai/TTS/dev/TTS/bin/resample.py\"\n",
         "!pip install -q -r requirements.txt\n",
         "!pip install -q torchtext==0.12.0\n",
         "!pip install -q torchvision==0.12.0\n",
@@ -266,6 +267,14 @@
         "sample_rate = \"22050\" #@param [\"16000\", \"22050\"]\n",
         "#@markdown ---\n",
         "%cd /content/piper/src/python\n",
+        "#@markdown ### Do you want to train using this sample rate, but your audios don't have it?\n",
+        "#@markdown The resampler helps you do it quickly!\n",
+        "resample = False #@param {type:\"boolean\"}\n",
+        "if resample:\n",
+        "  !python resample.py --input_dir \"/content/dataset/wavs\" --output_dir \"/content/dataset/wavs_resampled\" --output_sr {sample_rate} --file_ext \"wav\"\n",
+        "  !mv \"/content/dataset/wavs_resampled/*\" \"/content/dataset/wavs\"\n",
+        "#@markdown ---\n",
+        "\n",
         "!python -m piper_train.preprocess \\\n",
         "  --language {final_language} \\\n",
         "  --input-dir /content/dataset \\\n",