diff --git a/docs/source/ecosystem/asr_nlp_tts.rst b/docs/source/ecosystem/asr_nlp_tts.rst
index e1a94eda9e..6b5840d32c 100644
--- a/docs/source/ecosystem/asr_nlp_tts.rst
+++ b/docs/source/ecosystem/asr_nlp_tts.rst
@@ -160,7 +160,7 @@ for the entire speech to text .yaml file.
         max_epochs: 5
         max_steps: null # computed at runtime if not set
         num_nodes: 1
-        distributed_backend: ddp
+        accelerator: ddp
         ...
     # configure the ASR model
     model:
@@ -598,7 +598,7 @@ Specify TTS Model Configurations with YAML File
         gpus: -1 # number of gpus
         max_epochs: 350
         num_nodes: 1
-        distributed_backend: ddp
+        accelerator: ddp
         ...
 
     # configure the TTS model
diff --git a/notebooks/08-Domain-specific-demos.ipynb b/notebooks/08-Domain-specific-demos.ipynb
index a7b6a0dcc9..705479f681 100644
--- a/notebooks/08-Domain-specific-demos.ipynb
+++ b/notebooks/08-Domain-specific-demos.ipynb
@@ -1669,9 +1669,8 @@
     "\n",
     "    trainer = pl.Trainer(\n",
     "        gpus=1,\n",
-    "        distributed_backend='dp',\n",
+    "        accelerator='dp',\n",
     "        max_epochs=500,\n",
-    "        early_stop_callback=False,\n",
     "        val_check_interval=100\n",
     "    )\n",
     "\n",