diff --git a/.github/scripts/test-speaker-recognition-python.sh b/.github/scripts/test-speaker-recognition-python.sh
index 7d6eff9ff..22b1367de 100755
--- a/.github/scripts/test-speaker-recognition-python.sh
+++ b/.github/scripts/test-speaker-recognition-python.sh
@@ -57,5 +57,19 @@ done
 ls -lh
 popd
 
+log "Download NeMo models"
+model_dir=$d/nemo
+mkdir -p $model_dir
+pushd $model_dir
+models=(
+nemo_en_titanet_large.onnx
+nemo_en_titanet_small.onnx
+nemo_en_speakerverification_speakernet.onnx
+)
+for m in ${models[@]}; do
+  wget -q https://github.com/k2-fsa/sherpa-onnx/releases/download/speaker-recongition-models/$m
+done
+ls -lh
+popd
 
 python3 sherpa-onnx/python/tests/test_speaker_recognition.py --verbose
diff --git a/cmake/kaldi-native-fbank.cmake b/cmake/kaldi-native-fbank.cmake
index 38751b67c..ea1c27d46 100644
--- a/cmake/kaldi-native-fbank.cmake
+++ b/cmake/kaldi-native-fbank.cmake
@@ -1,9 +1,9 @@
 function(download_kaldi_native_fbank)
   include(FetchContent)
 
-  set(kaldi_native_fbank_URL  "https://github.com/csukuangfj/kaldi-native-fbank/archive/refs/tags/v1.18.5.tar.gz")
-  set(kaldi_native_fbank_URL2 "https://huggingface.co/csukuangfj/sherpa-onnx-cmake-deps/resolve/main/kaldi-native-fbank-1.18.5.tar.gz")
-  set(kaldi_native_fbank_HASH "SHA256=dce0cb3bc6fece5d8053d8780cb4ce22da57cb57ebec332641661521a0425283")
+  set(kaldi_native_fbank_URL  "https://github.com/csukuangfj/kaldi-native-fbank/archive/refs/tags/v1.18.6.tar.gz")
+  set(kaldi_native_fbank_URL2 "https://huggingface.co/csukuangfj/sherpa-onnx-cmake-deps/resolve/main/kaldi-native-fbank-1.18.6.tar.gz")
+  set(kaldi_native_fbank_HASH "SHA256=6202a00cd06ba8ff89beb7b6f85cda34e073e94f25fc29e37c519bff0706bf19")
 
   set(KALDI_NATIVE_FBANK_BUILD_TESTS OFF CACHE BOOL "" FORCE)
   set(KALDI_NATIVE_FBANK_BUILD_PYTHON OFF CACHE BOOL "" FORCE)
@@ -12,11 +12,11 @@ function(download_kaldi_native_fbank)
   # If you don't have access to the Internet,
   # please pre-download kaldi-native-fbank
   set(possible_file_locations
-    $ENV{HOME}/Downloads/kaldi-native-fbank-1.18.5.tar.gz
-    ${PROJECT_SOURCE_DIR}/kaldi-native-fbank-1.18.5.tar.gz
-    ${PROJECT_BINARY_DIR}/kaldi-native-fbank-1.18.5.tar.gz
-    /tmp/kaldi-native-fbank-1.18.5.tar.gz
-    /star-fj/fangjun/download/github/kaldi-native-fbank-1.18.5.tar.gz
+    $ENV{HOME}/Downloads/kaldi-native-fbank-1.18.6.tar.gz
+    ${PROJECT_SOURCE_DIR}/kaldi-native-fbank-1.18.6.tar.gz
+    ${PROJECT_BINARY_DIR}/kaldi-native-fbank-1.18.6.tar.gz
+    /tmp/kaldi-native-fbank-1.18.6.tar.gz
+    /star-fj/fangjun/download/github/kaldi-native-fbank-1.18.6.tar.gz
   )
 
   foreach(f IN LISTS possible_file_locations)
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor-general-impl.h b/sherpa-onnx/csrc/speaker-embedding-extractor-general-impl.h
index eb87d9043..e819bd067 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor-general-impl.h
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor-general-impl.h
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor-general-impl.h
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 
 #ifndef SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_GENERAL_IMPL_H_
 #define SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_GENERAL_IMPL_H_
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor-impl.cc b/sherpa-onnx/csrc/speaker-embedding-extractor-impl.cc
index ea6a510cf..a9babec92 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor-impl.cc
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor-impl.cc
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor-impl.cc
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 #include "sherpa-onnx/csrc/speaker-embedding-extractor-impl.h"
 
 #include "sherpa-onnx/csrc/macros.h"
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor-impl.h b/sherpa-onnx/csrc/speaker-embedding-extractor-impl.h
index fa84b43e2..02362f89b 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor-impl.h
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor-impl.h
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor-impl.h
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 
 #ifndef SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_IMPL_H_
 #define SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_IMPL_H_
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor-model.cc b/sherpa-onnx/csrc/speaker-embedding-extractor-model.cc
index fedfcab54..2c9930f8b 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor-model.cc
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor-model.cc
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor-model.cc
 //
-// Copyright (c)  2023-2024  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 
 #include "sherpa-onnx/csrc/speaker-embedding-extractor-model.h"
 
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor-model.h b/sherpa-onnx/csrc/speaker-embedding-extractor-model.h
index 3fa94ef3f..d5f179678 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor-model.h
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor-model.h
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor-model.h
 //
-// Copyright (c)  2023-2024  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 #ifndef SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_MODEL_H_
 #define SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_MODEL_H_
 
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor-nemo-impl.h b/sherpa-onnx/csrc/speaker-embedding-extractor-nemo-impl.h
index d07a3fb71..6678758c2 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor-nemo-impl.h
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor-nemo-impl.h
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor-nemo-impl.h
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 
 #ifndef SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_NEMO_IMPL_H_
 #define SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_NEMO_IMPL_H_
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor-nemo-model-meta-data.h b/sherpa-onnx/csrc/speaker-embedding-extractor-nemo-model-meta-data.h
index 5b09dbf72..f0ff1f7ba 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor-nemo-model-meta-data.h
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor-nemo-model-meta-data.h
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor-nemo-model-meta-data.h
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 #ifndef SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_NEMO_MODEL_META_DATA_H_
 #define SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_NEMO_MODEL_META_DATA_H_
 
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor.cc b/sherpa-onnx/csrc/speaker-embedding-extractor.cc
index 7826e4fb6..f7d6c9b12 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor.cc
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor.cc
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor.cc
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 
 #include "sherpa-onnx/csrc/speaker-embedding-extractor.h"
 
diff --git a/sherpa-onnx/csrc/speaker-embedding-extractor.h b/sherpa-onnx/csrc/speaker-embedding-extractor.h
index cb23d40c0..2d536aa54 100644
--- a/sherpa-onnx/csrc/speaker-embedding-extractor.h
+++ b/sherpa-onnx/csrc/speaker-embedding-extractor.h
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-extractor.h
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 
 #ifndef SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_H_
 #define SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_EXTRACTOR_H_
diff --git a/sherpa-onnx/csrc/speaker-embedding-manager-test.cc b/sherpa-onnx/csrc/speaker-embedding-manager-test.cc
index 0e1603c2b..6f115ca55 100644
--- a/sherpa-onnx/csrc/speaker-embedding-manager-test.cc
+++ b/sherpa-onnx/csrc/speaker-embedding-manager-test.cc
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-manager-test.cc
 //
-// Copyright (c) 2023 Jingzhao Ou (jingzhao.ou@gmail.com)
+// Copyright (c) 2024 Jingzhao Ou (jingzhao.ou@gmail.com)
 
 #include "sherpa-onnx/csrc/speaker-embedding-manager.h"
 
diff --git a/sherpa-onnx/csrc/speaker-embedding-manager.cc b/sherpa-onnx/csrc/speaker-embedding-manager.cc
index 02894436d..dead72289 100644
--- a/sherpa-onnx/csrc/speaker-embedding-manager.cc
+++ b/sherpa-onnx/csrc/speaker-embedding-manager.cc
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-manager.cc
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 
 #include "sherpa-onnx/csrc/speaker-embedding-manager.h"
 
diff --git a/sherpa-onnx/csrc/speaker-embedding-manager.h b/sherpa-onnx/csrc/speaker-embedding-manager.h
index 25f85a930..66df665df 100644
--- a/sherpa-onnx/csrc/speaker-embedding-manager.h
+++ b/sherpa-onnx/csrc/speaker-embedding-manager.h
@@ -1,6 +1,6 @@
 // sherpa-onnx/csrc/speaker-embedding-manager.h
 //
-// Copyright (c)  2023  Xiaomi Corporation
+// Copyright (c)  2024  Xiaomi Corporation
 
 #ifndef SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_MANAGER_H_
 #define SHERPA_ONNX_CSRC_SPEAKER_EMBEDDING_MANAGER_H_
diff --git a/sherpa-onnx/python/tests/test_speaker_recognition.py b/sherpa-onnx/python/tests/test_speaker_recognition.py
index e05ae2a01..bd7c8edb6 100755
--- a/sherpa-onnx/python/tests/test_speaker_recognition.py
+++ b/sherpa-onnx/python/tests/test_speaker_recognition.py
@@ -56,7 +56,7 @@ def load_speaker_embedding_model(model_filename):
     return extractor
 
 
-def test_wespeaker_model(model_filename: str):
+def test_zh_models(model_filename: str):
     model_filename = str(model_filename)
     if "en" in model_filename:
         print(f"skip {model_filename}")
@@ -114,8 +114,9 @@ def test_wespeaker_model(model_filename: str):
         assert ans == name, (name, ans)
 
 
-def test_3dspeaker_model(model_filename: str):
-    extractor = load_speaker_embedding_model(str(model_filename))
+def test_en_and_zh_models(model_filename: str):
+    model_filename = str(model_filename)
+    extractor = load_speaker_embedding_model(model_filename)
     manager = sherpa_onnx.SpeakerEmbeddingManager(extractor.dim)
 
     filenames = [
@@ -124,7 +125,14 @@ def test_3dspeaker_model(model_filename: str):
         "speaker1_a_en_16k",
         "speaker2_a_en_16k",
     ]
+    is_en = "en" in model_filename
     for filename in filenames:
+        if is_en and "cn" in filename:
+            continue
+
+        if not is_en and "en" in filename:
+            continue
+
         name = filename.rsplit("_", maxsplit=1)[0]
         data, sample_rate = read_wave(
             f"/tmp/sr-models/sr-data/test/3d-speaker/{filename}.wav"
@@ -145,6 +153,11 @@ def test_3dspeaker_model(model_filename: str):
         "speaker1_b_en_16k",
     ]
     for filename in filenames:
+        if is_en and "cn" in filename:
+            continue
+
+        if not is_en and "en" in filename:
+            continue
         print(filename)
         name = filename.rsplit("_", maxsplit=1)[0]
         name = name.replace("b_cn", "a_cn")
@@ -178,7 +191,8 @@ def test_wespeaker_models(self):
             return
         for filename in model_dir.glob("*.onnx"):
             print(filename)
-            test_wespeaker_model(filename)
+            test_zh_models(filename)
+            test_en_and_zh_models(filename)
 
     def test_3dpeaker_models(self):
         model_dir = Path(d) / "3dspeaker"
@@ -187,7 +201,16 @@ def test_3dpeaker_models(self):
             return
         for filename in model_dir.glob("*.onnx"):
             print(filename)
-            test_3dspeaker_model(filename)
+            test_en_and_zh_models(filename)
+
+    def test_nemo_models(self):
+        model_dir = Path(d) / "nemo"
+        if not model_dir.is_dir():
+            print(f"{model_dir} does not exist - skip it")
+            return
+        for filename in model_dir.glob("*.onnx"):
+            print(filename)
+            test_en_and_zh_models(filename)
 
 
 if __name__ == "__main__":