diff --git a/egs/librispeech/ASR/pruned_transducer_stateless2/decode.py b/egs/librispeech/ASR/pruned_transducer_stateless2/decode.py
index 8e924bf96..38aff8834 100755
--- a/egs/librispeech/ASR/pruned_transducer_stateless2/decode.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless2/decode.py
@@ -18,36 +18,36 @@
 """
 Usage:
 (1) greedy search
-./pruned_transducer_stateless/decode.py \
+./pruned_transducer_stateless2/decode.py \
         --epoch 28 \
         --avg 15 \
-        --exp-dir ./pruned_transducer_stateless/exp \
+        --exp-dir ./pruned_transducer_stateless2/exp \
         --max-duration 100 \
         --decoding-method greedy_search
 
 (2) beam search
-./pruned_transducer_stateless/decode.py \
+./pruned_transducer_stateless2/decode.py \
         --epoch 28 \
         --avg 15 \
-        --exp-dir ./pruned_transducer_stateless/exp \
+        --exp-dir ./pruned_transducer_stateless2/exp \
         --max-duration 100 \
         --decoding-method beam_search \
         --beam-size 4
 
 (3) modified beam search
-./pruned_transducer_stateless/decode.py \
+./pruned_transducer_stateless2/decode.py \
         --epoch 28 \
         --avg 15 \
-        --exp-dir ./pruned_transducer_stateless/exp \
+        --exp-dir ./pruned_transducer_stateless2/exp \
         --max-duration 100 \
         --decoding-method modified_beam_search \
         --beam-size 4
 
 (4) fast beam search
-./pruned_transducer_stateless/decode.py \
+./pruned_transducer_stateless2/decode.py \
         --epoch 28 \
         --avg 15 \
-        --exp-dir ./pruned_transducer_stateless/exp \
+        --exp-dir ./pruned_transducer_stateless2/exp \
         --max-duration 1500 \
         --decoding-method fast_beam_search \
         --beam 4 \
@@ -124,7 +124,7 @@ def get_parser():
     parser.add_argument(
         "--exp-dir",
         type=str,
-        default="pruned_transducer_stateless/exp",
+        default="pruned_transducer_stateless2/exp",
         help="The experiment dir",
     )
 
diff --git a/egs/librispeech/ASR/pruned_transducer_stateless2/export.py b/egs/librispeech/ASR/pruned_transducer_stateless2/export.py
index 7d2a07817..b5757ee8c 100755
--- a/egs/librispeech/ASR/pruned_transducer_stateless2/export.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless2/export.py
@@ -20,23 +20,23 @@
 # to a single one using model averaging.
 """
 Usage:
-./pruned_transducer_stateless/export.py \
-  --exp-dir ./pruned_transducer_stateless/exp \
+./pruned_transducer_stateless2/export.py \
+  --exp-dir ./pruned_transducer_stateless2/exp \
   --bpe-model data/lang_bpe_500/bpe.model \
   --epoch 20 \
   --avg 10
 
 It will generate a file exp_dir/pretrained.pt
 
-To use the generated file with `pruned_transducer_stateless/decode.py`,
+To use the generated file with `pruned_transducer_stateless2/decode.py`,
 you can do:
 
     cd /path/to/exp_dir
     ln -s pretrained.pt epoch-9999.pt
 
     cd /path/to/egs/librispeech/ASR
-    ./pruned_transducer_stateless/decode.py \
-        --exp-dir ./pruned_transducer_stateless/exp \
+    ./pruned_transducer_stateless2/decode.py \
+        --exp-dir ./pruned_transducer_stateless2/exp \
         --epoch 9999 \
         --avg 1 \
         --max-duration 100 \
@@ -80,7 +80,7 @@ def get_parser():
     parser.add_argument(
         "--exp-dir",
         type=str,
-        default="pruned_transducer_stateless/exp",
+        default="pruned_transducer_stateless2/exp",
         help="""It specifies the directory where all training related
         files, e.g., checkpoints, log, etc, are saved
         """,
diff --git a/egs/librispeech/ASR/pruned_transducer_stateless2/train.py b/egs/librispeech/ASR/pruned_transducer_stateless2/train.py
index 62dc825b6..c24fbe9a1 100755
--- a/egs/librispeech/ASR/pruned_transducer_stateless2/train.py
+++ b/egs/librispeech/ASR/pruned_transducer_stateless2/train.py
@@ -116,7 +116,7 @@ def get_parser():
         default=0,
         help="""Resume training from from this epoch.
         If it is positive, it will load checkpoint from
-        transducer_stateless/exp/epoch-{start_epoch-1}.pt
+        transducer_stateless2/exp/epoch-{start_epoch-1}.pt
         """,
     )