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-rw-r--r--samples/KeywordSpotting/src/DsCNNPreprocessor.cpp40
1 files changed, 40 insertions, 0 deletions
diff --git a/samples/KeywordSpotting/src/DsCNNPreprocessor.cpp b/samples/KeywordSpotting/src/DsCNNPreprocessor.cpp
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+++ b/samples/KeywordSpotting/src/DsCNNPreprocessor.cpp
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+//
+// Copyright © 2021 Arm Ltd and Contributors. All rights reserved.
+// SPDX-License-Identifier: MIT
+//
+#include <cmath>
+#include <numeric>
+#include <algorithm>
+#include <memory>
+#include "MathUtils.hpp"
+#include "SlidingWindow.hpp"
+#include "DsCNNPreprocessor.hpp"
+
+std::vector<int8_t> kws::DsCNNPreprocessor::Invoke(const float* audioData, size_t dataSize,
+ int quantOffset, float quantScale)
+{
+ auto window = SlidingWindow<const float>(
+ audioData, dataSize,
+ this->m_windowLen, this->m_windowStride);
+
+ uint32_t mfccBufIdx = 0;
+ std::vector<int8_t> outputBuffer;
+ // While we can slide over the window
+ while (window.HasNext())
+ {
+ const float* mfccWindow = window.Next();
+ auto mfccAudioData = std::vector<float>(mfccWindow, mfccWindow + this->m_windowLen);
+
+ auto mfcc = this->m_mfcc->MfccComputeQuant<int8_t>(mfccAudioData, quantScale, quantOffset);
+
+ std::copy(mfcc.begin(), mfcc.end(), std::back_inserter(outputBuffer));
+
+ ++mfccBufIdx;
+ }
+
+ return outputBuffer;
+}
+
+kws::DsCNNPreprocessor::DsCNNPreprocessor(const uint32_t windowLen, const uint32_t windowStride,
+ std::unique_ptr<DsCnnMFCC> mfccInst) :
+ m_windowLen{windowLen}, m_windowStride{windowStride}, m_mfcc{std::move(mfccInst)} {}