diff --git a/applications/baremetal/models/ethos-u55-64/keyword_spotting_cnn_small_int8/input.h b/applications/baremetal/models/ethos-u55-64/keyword_spotting_cnn_small_int8/input.h
new file mode 100644
index 0000000..8f2ed13
--- /dev/null
+++ b/applications/baremetal/models/ethos-u55-64/keyword_spotting_cnn_small_int8/input.h
@@ -0,0 +1,129 @@
+/*
+ * 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_cnn_small_int8
+ * Source: https://github.com/ARM-software/ML-zoo/tree/master/models/keyword_spotting/cnn_small/tflite_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"))) = {
+    0xab, 0xf0, 0xc7, 0x3d, 0x9a, 0x5a, 0xdc, 0x3e, 0x9b, 0x75, 0x52, 0x3e, 0x6e, 0xd7, 0xb7, 0x3d, 0xdf, 0x5a, 0x1c,
+    0xbe, 0x44, 0x65, 0x95, 0x3e, 0x8d, 0xa4, 0xff, 0xbd, 0x79, 0x96, 0x48, 0x3f, 0x35, 0x65, 0x6d, 0x3f, 0x37, 0xb6,
+    0x6e, 0xbe, 0xfc, 0x5c, 0x15, 0x3f, 0x0a, 0xb5, 0x6c, 0x3d, 0xf2, 0x5a, 0x0b, 0x3e, 0xcd, 0xe7, 0x59, 0x3f, 0x29,
+    0xa1, 0x5b, 0xbf, 0xca, 0x63, 0x53, 0xbf, 0xef, 0xa5, 0x75, 0xbf, 0x26, 0x4d, 0x2a, 0x3f, 0x90, 0x6a, 0x0e, 0x3f,
+    0x3b, 0x72, 0x3d, 0x3f, 0x77, 0x0d, 0x75, 0x3f, 0x50, 0x2b, 0x19, 0x3f, 0xd1, 0xc7, 0x9d, 0xbd, 0x85, 0xa1, 0x0f,
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\ No newline at end of file