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authorKshitij Sisodia <kshitij.sisodia@arm.com>2022-05-06 09:13:03 +0100
committerKshitij Sisodia <kshitij.sisodia@arm.com>2022-05-06 17:11:41 +0100
commitaa4bcb14d0cbee910331545dd2fc086b58c37170 (patch)
treee67a43a43f61c6f8b6aad19018b0827baf7e31a6 /source/use_case/kws_asr/include/Wav2LetterMfcc.hpp
parentfcca863bafd5f33522bc14c23dde4540e264ec94 (diff)
downloadml-embedded-evaluation-kit-aa4bcb14d0cbee910331545dd2fc086b58c37170.tar.gz
MLECO-3183: Refactoring application sources
Platform agnostic application sources are moved into application api module with their own independent CMake projects. Changes for MLECO-3080 also included - they create CMake projects individial API's (again, platform agnostic) that dependent on the common logic. The API for KWS_API "joint" API has been removed and now the use case relies on individual KWS, and ASR API libraries. Change-Id: I1f7748dc767abb3904634a04e0991b74ac7b756d Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
Diffstat (limited to 'source/use_case/kws_asr/include/Wav2LetterMfcc.hpp')
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diff --git a/source/use_case/kws_asr/include/Wav2LetterMfcc.hpp b/source/use_case/kws_asr/include/Wav2LetterMfcc.hpp
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--- a/source/use_case/kws_asr/include/Wav2LetterMfcc.hpp
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@@ -1,113 +0,0 @@
-/*
- * 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.
- */
-#ifndef KWS_ASR_WAV2LET_MFCC_HPP
-#define KWS_ASR_WAV2LET_MFCC_HPP
-
-#include "Mfcc.hpp"
-
-namespace arm {
-namespace app {
-namespace audio {
-
- /* Class to provide Wav2Letter specific MFCC calculation requirements. */
- class Wav2LetterMFCC : public MFCC {
-
- public:
- static constexpr uint32_t ms_defaultSamplingFreq = 16000;
- static constexpr uint32_t ms_defaultNumFbankBins = 128;
- static constexpr uint32_t ms_defaultMelLoFreq = 0;
- static constexpr uint32_t ms_defaultMelHiFreq = 8000;
- static constexpr bool ms_defaultUseHtkMethod = false;
-
- explicit Wav2LetterMFCC(const size_t numFeats, const size_t frameLen)
- : MFCC(MfccParams(
- ms_defaultSamplingFreq, ms_defaultNumFbankBins,
- ms_defaultMelLoFreq, ms_defaultMelHiFreq,
- numFeats, frameLen, ms_defaultUseHtkMethod))
- {}
-
- Wav2LetterMFCC() = delete;
- ~Wav2LetterMFCC() = default;
-
- protected:
-
- /**
- * @brief Overrides base class implementation of this function.
- * @param[in] fftVec Vector populated with FFT magnitudes.
- * @param[in] melFilterBank 2D Vector with filter bank weights.
- * @param[in] filterBankFilterFirst Vector containing the first indices of filter bank
- * to be used for each bin.
- * @param[in] filterBankFilterLast Vector containing the last indices of filter bank
- * to be used for each bin.
- * @param[out] melEnergies Pre-allocated vector of MEL energies to be
- * populated.
- * @return true if successful, false otherwise.
- */
- bool ApplyMelFilterBank(
- std::vector<float>& fftVec,
- std::vector<std::vector<float>>& melFilterBank,
- std::vector<uint32_t>& filterBankFilterFirst,
- std::vector<uint32_t>& filterBankFilterLast,
- std::vector<float>& melEnergies) override;
-
- /**
- * @brief Override for the base class implementation convert mel
- * energies to logarithmic scale. The difference from
- * default behaviour is that the power is converted to dB
- * and subsequently clamped.
- * @param[in,out] melEnergies 1D vector of Mel energies.
- **/
- void ConvertToLogarithmicScale(
- std::vector<float>& melEnergies) override;
-
- /**
- * @brief Create a matrix used to calculate Discrete Cosine
- * Transform. Override for the base class' default
- * implementation as the first and last elements
- * use a different normaliser.
- * @param[in] inputLength Input length of the buffer on which
- * DCT will be performed.
- * @param[in] coefficientCount Total coefficients per input length.
- * @return 1D vector with inputLength x coefficientCount elements
- * populated with DCT coefficients.
- */
- std::vector<float> CreateDCTMatrix(
- int32_t inputLength,
- int32_t coefficientCount) override;
-
- /**
- * @brief Given the low and high Mel values, get the normaliser
- * for weights to be applied when populating the filter
- * bank. Override for the base class implementation.
- * @param[in] leftMel Low Mel frequency value.
- * @param[in] rightMel High Mel frequency value.
- * @param[in] useHTKMethod Bool to signal if HTK method is to be
- * used for calculation.
- * @return Value to use for normalising.
- */
- float GetMelFilterBankNormaliser(
- const float& leftMel,
- const float& rightMel,
- bool useHTKMethod) override;
-
- };
-
-} /* namespace audio */
-} /* namespace app */
-} /* namespace arm */
-
-#endif /* KWS_ASR_WAV2LET_MFCC_HPP */