diff --git a/applications/baremetal/models/ethos-u55-64/keyword_spotting_ds_cnn_large_clustered_int8/input.h b/applications/baremetal/models/ethos-u55-64/keyword_spotting_ds_cnn_large_clustered_int8/input.h
new file mode 100644
index 0000000..23ce787
--- /dev/null
+++ b/applications/baremetal/models/ethos-u55-64/keyword_spotting_ds_cnn_large_clustered_int8/input.h
@@ -0,0 +1,52 @@
+/*
+ * Copyright (c) 2021 Arm Limited. All rights reserved.
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * Licensed under the Apache License, Version 2.0 (the License); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an AS IS BASIS, WITHOUT
+ *
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+/******************************************************************************************************************
+ * Model: keyword_spotting_ds_cnn_large_clustered_int8
+ * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/ds_cnn_large/tflite_clustered_int8
+ * Hexdump: python3 -c 'import numpy;i=numpy.load("input.npy");i.tofile("input.bin");' && xxd -i input.bin > input.h
+ ******************************************************************************************************************/
+
+unsigned char inputData[] __attribute__((aligned(16), section("input_data_sec"))) = {
+    0x2c, 0x8a, 0xff, 0x0c, 0xaf, 0x2a, 0x44, 0x17, 0xf5, 0x26, 0x96, 0x37, 0x40, 0x4c, 0xa1, 0x58, 0xc3, 0x33, 0xce,
+    0x1a, 0x7b, 0xd2, 0x22, 0x5b, 0x43, 0xf6, 0xfd, 0x0b, 0xe7, 0xfd, 0x65, 0x58, 0x89, 0x24, 0xf4, 0xec, 0x53, 0x5e,
+    0x21, 0x1f, 0x95, 0xd1, 0xd9, 0x25, 0x72, 0x56, 0xe6, 0xe2, 0xa4, 0x37, 0x85, 0xf0, 0xd7, 0xba, 0xab, 0xcc, 0xc6,
+    0xbc, 0xcb, 0x64, 0x58, 0x3d, 0x04, 0x8e, 0xd8, 0x1a, 0x32, 0x76, 0x0c, 0x4d, 0x4c, 0xc5, 0xba, 0xb9, 0xa9, 0xe2,
+    0x41, 0xc2, 0xc8, 0xfa, 0x66, 0xfd, 0x2e, 0x4a, 0xa7, 0xca, 0x6a, 0x4f, 0xd7, 0x28, 0xe5, 0x07, 0x2e, 0x48, 0x5f,
+    0xfa, 0xd8, 0xde, 0xeb, 0x11, 0xd1, 0x0b, 0x0d, 0xe4, 0x25, 0x66, 0x73, 0x6c, 0x99, 0xc2, 0x89, 0x56, 0xcd, 0xeb,
+    0xaf, 0x92, 0xc8, 0x18, 0xdf, 0xd6, 0x89, 0x9b, 0xce, 0x96, 0x14, 0x17, 0x6e, 0x25, 0xf3, 0x88, 0xad, 0x85, 0x50,
+    0x93, 0xc5, 0xde, 0x73, 0x12, 0xa6, 0x55, 0x45, 0x9e, 0x88, 0x75, 0x7e, 0xc7, 0xb5, 0x47, 0xcf, 0x87, 0x6e, 0xa3,
+    0x2f, 0x9d, 0x39, 0x5e, 0x40, 0x89, 0x3e, 0x5e, 0xd2, 0x3b, 0x06, 0x7a, 0xe3, 0xe0, 0xbe, 0xf9, 0x58, 0x27, 0x15,
+    0x4c, 0x31, 0xfc, 0x88, 0x4d, 0x73, 0x02, 0xa3, 0xf6, 0x9d, 0x83, 0xbe, 0x05, 0x13, 0x42, 0x50, 0x47, 0x13, 0x8c,
+    0x4b, 0x2d, 0x0e, 0xbb, 0xc7, 0x9e, 0x27, 0xe1, 0xfb, 0x38, 0xa0, 0x5d, 0x51, 0x23, 0x41, 0xbf, 0x7f, 0x14, 0x89,
+    0x4d, 0x32, 0xa4, 0x39, 0xca, 0x11, 0x09, 0xff, 0x52, 0x55, 0x71, 0xa0, 0x22, 0xb4, 0x42, 0x9f, 0x5a, 0x17, 0x05,
+    0x4a, 0x42, 0x9c, 0x9b, 0x74, 0xc8, 0xa7, 0xea, 0x17, 0x60, 0xbd, 0xf9, 0x23, 0x6a, 0x39, 0xc3, 0x7e, 0xf9, 0x33,
+    0xaf, 0x4b, 0xad, 0xb4, 0x46, 0xf2, 0x2b, 0x26, 0x3c, 0x37, 0xc4, 0x46, 0xf4, 0x9c, 0x58, 0xef, 0xb7, 0xa2, 0x63,
+    0x04, 0x11, 0x00, 0x28, 0x1d, 0xa2, 0x00, 0xe8, 0x4f, 0x84, 0x24, 0x67, 0x7a, 0xd2, 0xb5, 0xdc, 0x9d, 0x1e, 0x05,
+    0x97, 0xd1, 0xa6, 0xa6, 0xce, 0x32, 0x1c, 0x68, 0x8d, 0x6a, 0xb8, 0x74, 0xe2, 0x6f, 0x1d, 0x91, 0x71, 0x70, 0xe2,
+    0xcf, 0xf9, 0x19, 0x71, 0x04, 0x31, 0x90, 0x67, 0xe9, 0x46, 0x0b, 0x2e, 0xaa, 0x6c, 0xaf, 0xf3, 0x3a, 0x35, 0x88,
+    0xdc, 0x9f, 0x3a, 0x71, 0x1c, 0xf8, 0xd3, 0x61, 0xef, 0x81, 0xd1, 0x80, 0x67, 0xc1, 0x75, 0x17, 0x32, 0x67, 0xef,
+    0xea, 0x99, 0x29, 0x6f, 0xea, 0x8f, 0xb9, 0xe8, 0xc5, 0x78, 0xa3, 0xb9, 0x31, 0x2a, 0xe6, 0xaf, 0xb4, 0x27, 0xf7,
+    0x6c, 0x2e, 0x2b, 0x8b, 0x3b, 0x40, 0xab, 0x2e, 0x21, 0x5b, 0xb5, 0xd2, 0x5c, 0x2f, 0xdb, 0xdb, 0xd0, 0x81, 0xa1,
+    0x00, 0x77, 0xac, 0x40, 0x0e, 0x69, 0x3f, 0xd0, 0xe3, 0x4a, 0x1a, 0x1b, 0xb5, 0xa6, 0x9c, 0xdd, 0x0c, 0xcb, 0xb6,
+    0xd3, 0xf9, 0xea, 0x78, 0x11, 0x2a, 0xbf, 0x56, 0x89, 0xd4, 0xb0, 0xc8, 0xf0, 0x4b, 0x48, 0xdf, 0x22, 0xc4, 0x91,
+    0x86, 0x7d, 0x86, 0x33, 0xfd, 0x75, 0x44, 0x1b, 0x9f, 0x9a, 0xaf, 0xc4, 0x9d, 0x27, 0xff, 0x72, 0xf8, 0xb5, 0x74,
+    0xb7, 0x13, 0x22, 0x03, 0x14, 0xcb, 0xa9, 0x4c, 0x73, 0x4b, 0x7e, 0xe4, 0x9b, 0xb2, 0x27, 0x34, 0xa4, 0x74, 0x14,
+    0x68, 0x37, 0x57, 0xc0, 0xce, 0x8f, 0x94, 0xea, 0x0f, 0xa4, 0xe0, 0xf7, 0x14, 0x46, 0x05, 0xf9, 0x63, 0x2c, 0x12,
+    0xbe, 0x3a, 0xdb, 0x1e, 0x1f, 0x97, 0xbb, 0x32, 0xa8, 0x4f, 0x2a, 0x07, 0xd6, 0x0d, 0x0b};
\ No newline at end of file