MLECO-2354 MLECO-2355 MLECO-2356: Moving noise reduction to public repository
* Use RNNoise model from PMZ
* Add Noise reduction use-case
Signed-off-by: Richard burton <richard.burton@arm.com>
Change-Id: Ia8cc7ef102e22a5ff8bfbd3833594a4905a66057
diff --git a/source/use_case/noise_reduction/usecase.cmake b/source/use_case/noise_reduction/usecase.cmake
new file mode 100644
index 0000000..14cff17
--- /dev/null
+++ b/source/use_case/noise_reduction/usecase.cmake
@@ -0,0 +1,110 @@
+#----------------------------------------------------------------------------
+# 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
+#
+# http://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.
+#----------------------------------------------------------------------------
+
+USER_OPTION(${use_case}_ACTIVATION_BUF_SZ "Activation buffer size for the chosen model"
+ 0x00200000
+ STRING)
+
+if (ETHOS_U_NPU_ENABLED)
+ set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/rnnoise_INT8_vela_${DEFAULT_NPU_CONFIG_ID}.tflite)
+else()
+ set(DEFAULT_MODEL_PATH ${DEFAULT_MODEL_DIR}/rnnoise_INT8.tflite)
+endif()
+
+USER_OPTION(${use_case}_MODEL_TFLITE_PATH "NN models file to be used in the evaluation application. Model files must be in tflite format."
+ ${DEFAULT_MODEL_PATH}
+ FILEPATH)
+
+USER_OPTION(${use_case}_FILE_PATH "Directory with custom WAV input files, or path to a single WAV file, to use in the evaluation application."
+ ${CMAKE_CURRENT_SOURCE_DIR}/resources/${use_case}/samples/
+ PATH_OR_FILE)
+
+USER_OPTION(${use_case}_AUDIO_RATE "Specify the target sampling rate. Default is 48000."
+ 48000
+ STRING)
+
+USER_OPTION(${use_case}_AUDIO_MONO "Specify if the audio needs to be converted to mono. Default is ON."
+ ON
+ BOOL)
+
+USER_OPTION(${use_case}_AUDIO_OFFSET "Specify the offset to start reading after this time (in seconds). Default is 0."
+ 0
+ STRING)
+
+USER_OPTION(${use_case}_AUDIO_DURATION "Specify the audio duration to load (in seconds). If set to 0 the entire audio will be processed."
+ 0
+ STRING)
+
+USER_OPTION(${use_case}_AUDIO_RES_TYPE "Specify re-sampling algorithm to use. By default is 'kaiser_best'."
+ kaiser_best
+ STRING)
+
+USER_OPTION(${use_case}_AUDIO_MIN_SAMPLES "Specify the minimum number of samples to use. Default is 480, if the audio is shorter it will be automatically padded."
+ 480
+ STRING)
+
+# Generate input files from audio wav files
+generate_audio_code(${${use_case}_FILE_PATH} ${SRC_GEN_DIR} ${INC_GEN_DIR}
+ ${${use_case}_AUDIO_RATE}
+ ${${use_case}_AUDIO_MONO}
+ ${${use_case}_AUDIO_OFFSET}
+ ${${use_case}_AUDIO_DURATION}
+ ${${use_case}_AUDIO_RES_TYPE}
+ ${${use_case}_AUDIO_MIN_SAMPLES})
+
+
+set(EXTRA_MODEL_CODE
+ "/* Model parameters for ${use_case} */"
+ "extern const int g_FrameLength = 480"
+ "extern const int g_FrameStride = 480"
+ "extern const uint32_t g_NumInputFeatures = 42*1" # Single time-step input of 42 features.
+ )
+
+# Generate model file.
+generate_tflite_code(
+ MODEL_PATH ${${use_case}_MODEL_TFLITE_PATH}
+ DESTINATION ${SRC_GEN_DIR}
+ EXPRESSIONS ${EXTRA_MODEL_CODE}
+)
+
+
+# For MPS3, allow dumping of output data to memory, based on these parameters:
+if (TARGET_PLATFORM STREQUAL mps3)
+ USER_OPTION(${use_case}_MEM_DUMP_BASE_ADDR
+ "Inference output dump address for ${use_case}"
+ 0x80000000 # DDR bank 2
+ STRING)
+
+ USER_OPTION(${use_case}_MEM_DUMP_LEN
+ "Inference output dump buffer size for ${use_case}"
+ 0x00100000 # 1 MiB
+ STRING)
+
+ # Add special compile definitions for this use case files:
+ set(${use_case}_COMPILE_DEFS
+ "MEM_DUMP_BASE_ADDR=${${use_case}_MEM_DUMP_BASE_ADDR}"
+ "MEM_DUMP_LEN=${${use_case}_MEM_DUMP_LEN}")
+
+ file(GLOB_RECURSE SRC_FILES
+ "${SRC_USE_CASE}/${use_case}/src/*.cpp"
+ "${SRC_USE_CASE}/${use_case}/src/*.cc")
+
+ set_source_files_properties(
+ ${SRC_FILES}
+ PROPERTIES COMPILE_DEFINITIONS
+ "${${use_case}_COMPILE_DEFS}")
+endif()