diff --git a/requirements/requirements_asr.txt b/requirements/requirements_asr.txt
index 8df86fa4679a..8a26854f0f9c 100644
--- a/requirements/requirements_asr.txt
+++ b/requirements/requirements_asr.txt
@@ -12,6 +12,7 @@ packaging
 pyannote.core
 pyannote.metrics
 pydub
+resampy
 ruamel.yaml
 scipy>=0.14
 soundfile
diff --git a/tutorials/asr/Online_Noise_Augmentation.ipynb b/tutorials/asr/Online_Noise_Augmentation.ipynb
index dda5806af467..1add7c457b1b 100644
--- a/tutorials/asr/Online_Noise_Augmentation.ipynb
+++ b/tutorials/asr/Online_Noise_Augmentation.ipynb
@@ -22,7 +22,9 @@
                 "2. Import this notebook from GitHub (File -> Upload Notebook -> \"GITHUB\" tab -> copy/paste GitHub URL)\n",
                 "3. Connect to an instance with a GPU (Runtime -> Change runtime type -> select \"GPU\" for hardware accelerator)\n",
                 "4. Run this cell to set up dependencies.\n",
-                "\n\nNOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
+                "\n",
+                "\n",
+                "NOTE: User is responsible for checking the content of datasets and the applicable licenses and determining if suitable for the intended use.\n",
                 "\"\"\"\n",
                 "# If you're using Google Colab and not running locally, run this cell.\n",
                 "\n",
@@ -43,6 +45,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -65,6 +68,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -84,6 +88,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -157,6 +162,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -229,6 +235,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -255,6 +262,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -284,6 +292,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -315,6 +324,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -353,6 +363,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -379,6 +390,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -446,6 +458,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -483,6 +496,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -519,6 +533,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -531,6 +546,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -559,8 +575,7 @@
                 "    with open(os.path.join(data_dir, manifest_name + '.json'), 'w') as fout:\n",
                 "        \n",
                 "        try:\n",
-                "            x, _sr = librosa.load(filepath)\n",
-                "            duration = librosa.get_duration(x, sr=_sr)\n",
+                "            duration = librosa.get_duration(filename=filepath)\n",
                 "\n",
                 "        except Exception:\n",
                 "            print(f\"\\n>>>>>>>>> WARNING: Librosa failed to load file {filepath}. Skipping this file !\\n\")\n",
@@ -667,6 +682,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -709,6 +725,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {},
             "source": [
@@ -720,6 +737,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {},
             "source": [
@@ -741,6 +759,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {},
             "source": [
@@ -766,6 +785,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {},
             "source": [
@@ -784,6 +804,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -818,6 +839,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -831,6 +853,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -866,6 +889,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -880,6 +904,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -890,6 +915,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -918,6 +944,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -941,6 +968,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -967,6 +995,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -992,6 +1021,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -1035,6 +1065,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -1053,6 +1084,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -1117,6 +1149,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -1159,6 +1192,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -1227,6 +1261,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",
@@ -1268,6 +1303,7 @@
             ]
         },
         {
+            "attachments": {},
             "cell_type": "markdown",
             "metadata": {
                 "colab_type": "text",