From 8fb55a90b7ef4d07331c29e2979bb20f6caf7944 Mon Sep 17 00:00:00 2001 From: Christophe Favergeon Date: Thu, 9 Sep 2021 09:11:23 +0200 Subject: [PATCH] CMSIS-DSP: Added MFCC F16 This first version is not very accurate due to problems with the log. A coming commit will improve the log accuracy. Issues #1305 and #1304 also corrected as part of this commit. --- Include/dsp/fast_math_functions.h | 2 +- Include/dsp/transform_functions_f16.h | 51 + Scripts/GenMFCCDataForCPP.py | 1 + Scripts/mfccconfig_f16.yaml | 46 + Scripts/mfccdata.py | 24 +- Scripts/mfcctemplates/mfccdata.c | 18 + Scripts/mfcctemplates/mfccdata.h | 22 + .../arm_cosine_distance_f16.c | 2 + .../arm_cosine_distance_f32.c | 2 + Source/TransformFunctions/CMakeLists.txt | 4 + .../TransformFunctionsF16.c | 3 + Source/TransformFunctions/arm_mfcc_f16.c | 161 ++ Source/TransformFunctions/arm_mfcc_init_f16.c | 110 + Testing/CMakeLists.txt | 2 + Testing/Include/Tests/MFCCF16.h | 28 + Testing/Include/Tests/mfccdata_f16.h | 90 + Testing/PatternGeneration/MFCC.py | 3 +- .../MFCCF16/MFCCInput_1024_1_f16.txt | 2050 +++++++++++++++++ .../Transform/MFCCF16/MFCCInput_256_1_f16.txt | 514 +++++ .../Transform/MFCCF16/MFCCInput_512_1_f16.txt | 1026 +++++++++ .../Transform/MFCCF16/MFCCRef_1024_1_f16.txt | 28 + .../Transform/MFCCF16/MFCCRef_256_1_f16.txt | 28 + .../Transform/MFCCF16/MFCCRef_512_1_f16.txt | 28 + Testing/Source/Tests/MFCCF16.cpp | 109 + Testing/Source/Tests/mfccdata_f16.c | 437 ++++ Testing/desc_f16.txt | 26 + 26 files changed, 4812 insertions(+), 3 deletions(-) create mode 100755 Scripts/mfccconfig_f16.yaml create mode 100755 Source/TransformFunctions/arm_mfcc_f16.c create mode 100755 Source/TransformFunctions/arm_mfcc_init_f16.c create mode 100755 Testing/Include/Tests/MFCCF16.h create mode 100755 Testing/Include/Tests/mfccdata_f16.h create mode 100755 Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_1024_1_f16.txt create mode 100755 Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_256_1_f16.txt create mode 100755 Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_512_1_f16.txt create mode 100755 Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_1024_1_f16.txt create mode 100755 Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_256_1_f16.txt create mode 100755 Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_512_1_f16.txt create mode 100755 Testing/Source/Tests/MFCCF16.cpp create mode 100755 Testing/Source/Tests/mfccdata_f16.c diff --git a/Include/dsp/fast_math_functions.h b/Include/dsp/fast_math_functions.h index 90b1ee2d..f230b0f0 100755 --- a/Include/dsp/fast_math_functions.h +++ b/Include/dsp/fast_math_functions.h @@ -220,7 +220,7 @@ extern "C" - \ref ARM_MATH_ARGUMENT_ERROR : input value is negative; *pOut is set to 0 */ __STATIC_FORCEINLINE arm_status arm_sqrt_f32( - float32_t in, + const float32_t in, float32_t * pOut) { if (in >= 0.0f) diff --git a/Include/dsp/transform_functions_f16.h b/Include/dsp/transform_functions_f16.h index 0b1685de..a03352ca 100755 --- a/Include/dsp/transform_functions_f16.h +++ b/Include/dsp/transform_functions_f16.h @@ -147,6 +147,57 @@ arm_status arm_rfft_fast_init_f16 ( void arm_cfft_radix2_f16( const arm_cfft_radix2_instance_f16 * S, float16_t * pSrc); + + /** + * @brief Instance structure for the Floating-point MFCC function. + */ +typedef struct + { + const float16_t *dctCoefs; /**< Internal DCT coefficients */ + const float16_t *filterCoefs; /**< Internal Mel filter coefficients */ + const float16_t *windowCoefs; /**< Windowing coefficients */ + const uint32_t *filterPos; /**< Internal Mel filter positions in spectrum */ + const uint32_t *filterLengths; /**< Internal Mel filter lengths */ + uint32_t fftLen; /**< FFT length */ + uint32_t nbMelFilters; /**< Number of Mel filters */ + uint32_t nbDctOutputs; /**< Number of DCT outputs */ +#if defined(ARM_MFCC_CFFT_BASED) + /* Implementation of the MFCC is using a CFFT */ + arm_cfft_instance_f16 cfft; /**< Internal CFFT instance */ +#else + /* Implementation of the MFCC is using a RFFT (default) */ + arm_rfft_fast_instance_f16 rfft; +#endif + } arm_mfcc_instance_f16 ; + +arm_status arm_mfcc_init_f16( + arm_mfcc_instance_f16 * S, + uint32_t fftLen, + uint32_t nbMelFilters, + uint32_t nbDctOutputs, + const float16_t *dctCoefs, + const uint32_t *filterPos, + const uint32_t *filterLengths, + const float16_t *filterCoefs, + const float16_t *windowCoefs + ); + + +/** + @brief MFCC F16 + @param[in] S points to the mfcc instance structure + @param[in] pSrc points to the input samples + @param[out] pDst points to the output MFCC values + @param[inout] pTmp points to a temporary buffer of complex + @return none + */ + void arm_mfcc_f16( + arm_mfcc_instance_f16 * S, + float16_t *pSrc, + float16_t *pDst, + float16_t *pTmp + ); + #endif /* defined(ARM_FLOAT16_SUPPORTED)*/ diff --git a/Scripts/GenMFCCDataForCPP.py b/Scripts/GenMFCCDataForCPP.py index 1ad5fa3f..84e162dd 100755 --- a/Scripts/GenMFCCDataForCPP.py +++ b/Scripts/GenMFCCDataForCPP.py @@ -57,6 +57,7 @@ if args.n and args.d and args.others: with open(args.others[0],"r") as f: configs=yaml.safe_load(f) + mfccdata.checkF16(configs) mfccdata.prepareDctconfig(configs["dct"]) mfccdata.prepareMelconfig(configs["melfilter"]) mfccdata.prepareWindowConfig(configs["window"]) diff --git a/Scripts/mfccconfig_f16.yaml b/Scripts/mfccconfig_f16.yaml new file mode 100755 index 00000000..aa542ce1 --- /dev/null +++ b/Scripts/mfccconfig_f16.yaml @@ -0,0 +1,46 @@ +dct: + config1_f16: + melFilters: 20 + dctOutputs: 13 + type: "f16" + +melfilter: + config1_f16: + fftlength: 1024 + fmin: 64 + fmax: 8000 + samplingRate : 16000 + melFilters: 20 + type: "f16" + + config2_f16: + fftlength: 512 + fmin: 64 + fmax: 8000 + samplingRate : 16000 + melFilters: 20 + type: "f16" + + config3_f16 : + fftlength: 256 + fmin: 64 + fmax: 8000 + samplingRate : 16000 + melFilters: 20 + type: "f16" + +window: + config1_f16: + fftlength: 1024 + type: "f16" + win: "hamming" + + config2_f16: + fftlength: 512 + type: "f16" + win: "hamming" + + config3_f16: + fftlength: 256 + type: "f16" + win: "hamming" diff --git a/Scripts/mfccdata.py b/Scripts/mfccdata.py index 80546d51..69111d29 100755 --- a/Scripts/mfccdata.py +++ b/Scripts/mfccdata.py @@ -48,7 +48,7 @@ def to_q15(v): return ("0x%s" % format(struct.unpack('filterCoefs; + arm_matrix_instance_f16 pDctMat; + + /* Normalize */ + arm_absmax_f16(pSrc,S->fftLen,&maxValue,&index); + + arm_scale_f16(pSrc,1.0f16/(_Float16)maxValue,pSrc,S->fftLen); + + /* Multiply by window */ + arm_mult_f16(pSrc,S->windowCoefs,pSrc,S->fftLen); + + /* Compute spectrum magnitude + */ +#if defined(ARM_MFCC_CFFT_BASED) + /* some HW accelerator for CMSIS-DSP used in some boards + are only providing acceleration for CFFT. + With ARM_MFCC_CFFT_BASED enabled, CFFT is used and the MFCC + will be accelerated on those boards. + + The default is to use RFFT + */ + /* Convert from real to complex */ + for(i=0; i < S->fftLen ; i++) + { + pTmp[2*i] = pSrc[i]; + pTmp[2*i+1] = 0.0f16; + } + arm_cfft_f16(&(S->cfft),pTmp,0,1); +#else + /* Default RFFT based implementation */ + arm_rfft_fast_f16(&(S->rfft),pSrc,pTmp,0); + /* Unpack real values */ + pTmp[S->fftLen]=pTmp[1]; + pTmp[S->fftLen+1]=0.0f16; + pTmp[1]=0.0f; +#endif + arm_cmplx_mag_f16(pTmp,pSrc,S->fftLen); + + /* Apply MEL filters */ + for(i=0; inbMelFilters; i++) + { + arm_dot_prod_f16(pSrc+S->filterPos[i], + coefs, + S->filterLengths[i], + &result); + + coefs += S->filterLengths[i]; + + pTmp[i] = result; + + } + + /* Compute the log */ + arm_offset_f16(pTmp,1.0e-4f16,pTmp,S->nbMelFilters); + arm_vlog_f16(pTmp,pTmp,S->nbMelFilters); + + /* Multiply with the DCT matrix */ + + pDctMat.numRows=S->nbDctOutputs; + pDctMat.numCols=S->nbMelFilters; + pDctMat.pData=(float16_t*)S->dctCoefs; + + arm_mat_vec_mult_f16(&pDctMat, pTmp, pDst); + + +} + +#endif /* defined(ARM_FLOAT16_SUPPORTED) */ +/** + @} end of MFCC group + */ diff --git a/Source/TransformFunctions/arm_mfcc_init_f16.c b/Source/TransformFunctions/arm_mfcc_init_f16.c new file mode 100755 index 00000000..d90fd0dc --- /dev/null +++ b/Source/TransformFunctions/arm_mfcc_init_f16.c @@ -0,0 +1,110 @@ +/* ---------------------------------------------------------------------- + * Project: CMSIS DSP Library + * Title: arm_mfcc_init_f16.c + * Description: MFCC initialization function for the f16 version + * + * $Date: 07 September 2021 + * $Revision: V1.10.0 + * + * Target Processor: Cortex-M and Cortex-A cores + * -------------------------------------------------------------------- */ +/* + * Copyright (C) 2010-2021 ARM Limited or its affiliates. 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. + */ + +/** + @ingroup groupTransforms + */ + + +/** + @addtogroup MFCC + @{ + */ + + +#include "dsp/transform_functions_f16.h" + +#if defined(ARM_FLOAT16_SUPPORTED) + + + +/** + @brief Initialization of the MFCC F16 instance structure + @param[out] S points to the mfcc instance structure + @param[in] fftLen fft length + @param[in] nbMelFilters number of Mel filters + @param[in] nbDctOutputs number of Dct outputs + @param[in] dctCoefs points to an array of DCT coefficients + @param[in] filterPos points of the array of filter positions + @param[in] filterLengths points to the array of filter lengths + @param[in] filterCoefs points to the array of filter coefficients + @param[in] windowCoefs points to the array of window coefficients + + @return error status + + @par Description + The matrix of Mel filter coefficients is sparse. + Most of the coefficients are zero. + To avoid multiplying the spectrogram by those zeros, the + filter is applied only to a given position in the spectrogram + and on a given number of FFT bins (the filter length). + It is the reason for the arrays filterPos and filterLengths. + + window coefficients can describe (for instance) a Hamming window. + The array has the same size as the FFT length. + + The folder Scripts is containing a Python script which can be used + to generate the filter, dct and window arrays. + */ + +arm_status arm_mfcc_init_f16( + arm_mfcc_instance_f16 * S, + uint32_t fftLen, + uint32_t nbMelFilters, + uint32_t nbDctOutputs, + const float16_t *dctCoefs, + const uint32_t *filterPos, + const uint32_t *filterLengths, + const float16_t *filterCoefs, + const float16_t *windowCoefs + ) +{ + arm_status status; + + S->fftLen=fftLen; + S->nbMelFilters=nbMelFilters; + S->nbDctOutputs=nbDctOutputs; + S->dctCoefs=dctCoefs; + S->filterPos=filterPos; + S->filterLengths=filterLengths; + S->filterCoefs=filterCoefs; + S->windowCoefs=windowCoefs; + + #if defined(ARM_MFCC_CFFT_BASED) + status=arm_cfft_init_f16(&(S->cfft),fftLen); + #else + status=arm_rfft_fast_init_f16(&(S->rfft),fftLen); + #endif + + return(status); +} + +#endif /* defined(ARM_FLOAT16_SUPPORTED) */ +/** + @} end of MFCC group + */ diff --git a/Testing/CMakeLists.txt b/Testing/CMakeLists.txt index d4a141a5..dd649911 100644 --- a/Testing/CMakeLists.txt +++ b/Testing/CMakeLists.txt @@ -400,6 +400,8 @@ set(TESTSRC16 Source/Tests/DistanceTestsF16.cpp Source/Tests/SVMF16.cpp Source/Tests/BayesF16.cpp + Source/Tests/MFCCF16.cpp + Source/Tests/mfccdata_f16.c ) endif() endif() diff --git a/Testing/Include/Tests/MFCCF16.h b/Testing/Include/Tests/MFCCF16.h new file mode 100755 index 00000000..6af82fc9 --- /dev/null +++ b/Testing/Include/Tests/MFCCF16.h @@ -0,0 +1,28 @@ +#include "Test.h" +#include "Pattern.h" + +#include "dsp/transform_functions_f16.h" + +class MFCCF16:public Client::Suite + { + public: + MFCCF16(Testing::testID_t id); + virtual void setUp(Testing::testID_t,std::vector& params,Client::PatternMgr *mgr); + virtual void tearDown(Testing::testID_t,Client::PatternMgr *mgr); + private: + #include "MFCCF16_decl.h" + + Client::Pattern input1; + Client::Pattern input2; + Client::LocalPattern output; + Client::LocalPattern tmp; + Client::LocalPattern tmpin; + + // Reference patterns are not loaded when we are in dump mode + Client::RefPattern ref; + + arm_mfcc_instance_f16 mfcc; + + uint16_t fftLen; + + }; diff --git a/Testing/Include/Tests/mfccdata_f16.h b/Testing/Include/Tests/mfccdata_f16.h new file mode 100755 index 00000000..dde124e2 --- /dev/null +++ b/Testing/Include/Tests/mfccdata_f16.h @@ -0,0 +1,90 @@ +#ifndef _MFCC_DATA_H_ +#define _MFCC_DATA_H_ + +#include "arm_math_types.h" + +#include "arm_math_types_f16.h" + +#ifdef __cplusplus +extern "C" +{ +#endif + + +/***** + + DCT COEFFICIENTS FOR THE MFCC + +*****/ + +#if defined(ARM_FLOAT16_SUPPORTED) +#define NB_MFCC_DCT_COEFS_CONFIG1_F16 260 +extern const float16_t mfcc_dct_coefs_config1_f16[NB_MFCC_DCT_COEFS_CONFIG1_F16]; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + + +/***** + + WINDOW COEFFICIENTS + +*****/ + +#if defined(ARM_FLOAT16_SUPPORTED) +#define NB_MFCC_WIN_COEFS_CONFIG1_F16 1024 +extern const float16_t mfcc_window_coefs_config1_f16[NB_MFCC_WIN_COEFS_CONFIG1_F16]; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + +#if defined(ARM_FLOAT16_SUPPORTED) +#define NB_MFCC_WIN_COEFS_CONFIG2_F16 512 +extern const float16_t mfcc_window_coefs_config2_f16[NB_MFCC_WIN_COEFS_CONFIG2_F16]; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + +#if defined(ARM_FLOAT16_SUPPORTED) +#define NB_MFCC_WIN_COEFS_CONFIG3_F16 256 +extern const float16_t mfcc_window_coefs_config3_f16[NB_MFCC_WIN_COEFS_CONFIG3_F16]; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + + +/***** + + MEL FILTER COEFFICIENTS FOR THE MFCC + +*****/ + +#define NB_MFCC_NB_FILTER_CONFIG1_F16 20 +extern const uint32_t mfcc_filter_pos_config1_f16[NB_MFCC_NB_FILTER_CONFIG1_F16]; +extern const uint32_t mfcc_filter_len_config1_f16[NB_MFCC_NB_FILTER_CONFIG1_F16]; + +#define NB_MFCC_NB_FILTER_CONFIG2_F16 20 +extern const uint32_t mfcc_filter_pos_config2_f16[NB_MFCC_NB_FILTER_CONFIG2_F16]; +extern const uint32_t mfcc_filter_len_config2_f16[NB_MFCC_NB_FILTER_CONFIG2_F16]; + +#define NB_MFCC_NB_FILTER_CONFIG3_F16 20 +extern const uint32_t mfcc_filter_pos_config3_f16[NB_MFCC_NB_FILTER_CONFIG3_F16]; +extern const uint32_t mfcc_filter_len_config3_f16[NB_MFCC_NB_FILTER_CONFIG3_F16]; + + + + +#if defined(ARM_FLOAT16_SUPPORTED) +#define NB_MFCC_FILTER_COEFS_CONFIG1_F16 948 +extern const float16_t mfcc_filter_coefs_config1_f16[NB_MFCC_FILTER_COEFS_CONFIG1_F16]; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + +#if defined(ARM_FLOAT16_SUPPORTED) +#define NB_MFCC_FILTER_COEFS_CONFIG2_F16 473 +extern const float16_t mfcc_filter_coefs_config2_f16[NB_MFCC_FILTER_COEFS_CONFIG2_F16]; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + +#if defined(ARM_FLOAT16_SUPPORTED) +#define NB_MFCC_FILTER_COEFS_CONFIG3_F16 236 +extern const float16_t mfcc_filter_coefs_config3_f16[NB_MFCC_FILTER_COEFS_CONFIG3_F16]; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + + +#ifdef __cplusplus +} +#endif + +#endif + diff --git a/Testing/PatternGeneration/MFCC.py b/Testing/PatternGeneration/MFCC.py index 5c99eecc..2500ece1 100755 --- a/Testing/PatternGeneration/MFCC.py +++ b/Testing/PatternGeneration/MFCC.py @@ -229,7 +229,7 @@ def generatePatterns(): PARAMDIR = os.path.join("Parameters","DSP","Transform","MFCC") configf32=Tools.Config(PATTERNDIR,PARAMDIR,"f32") - #configf16=Tools.Config(PATTERNDIR,PARAMDIR,"f16") + configf16=Tools.Config(PATTERNDIR,PARAMDIR,"f16") #configq31=Tools.Config(PATTERNDIR,PARAMDIR,"q31") #configq15=Tools.Config(PATTERNDIR,PARAMDIR,"q15") #configq7=Tools.Config(PATTERNDIR,PARAMDIR,"q7") @@ -239,6 +239,7 @@ def generatePatterns(): writeTests(configf32,0) + writeTests(configf16,Tools.F16) if __name__ == '__main__': generatePatterns() diff --git a/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_1024_1_f16.txt b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_1024_1_f16.txt new file mode 100755 index 00000000..f56a180d --- /dev/null +++ b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_1024_1_f16.txt @@ -0,0 +1,2050 @@ +H +1024 +// -0.134587 +0xb04f +// -0.223526 +0xb327 +// 0.132967 +0x3041 +// -0.335567 +0xb55e +// -0.029171 +0xa778 +// 0.251730 +0x3407 +// -0.136204 +0xb05c +// -0.275652 +0xb469 +// -0.207957 +0xb2a8 +// -0.057721 +0xab63 +// 0.049988 +0x2a66 +// 0.376242 +0x3605 +// 0.008308 +0x2041 +// -0.221512 +0xb317 +// -0.506233 +0xb80d +// 0.609235 +0x38e0 +// -0.067736 +0xac56 +// -0.244949 +0xb3d7 +// -0.596319 +0xb8c5 +// -0.051306 +0xaa91 +// -0.041667 +0xa955 +// -0.264308 +0xb43b +// -0.002041 +0x982e +// -0.197666 +0xb253 +// 0.144481 +0x30a0 +// 0.087860 +0x2da0 +// -0.015557 +0xa3f7 +// 0.338726 +0x356b +// -0.377650 +0xb60b +// 0.476575 +0x37a0 +// 0.180931 +0x31ca +// -0.178379 +0xb1b5 +// 0.572678 +0x3895 +// -0.327049 +0xb53c +// 0.148632 +0x30c2 +// -0.573650 +0xb897 +// 0.030646 +0x27d8 +// -0.393704 +0xb64d +// 0.213297 +0x32d3 +// -0.062557 +0xac01 +// -0.480838 +0xb7b2 +// 0.075351 +0x2cd3 +// 0.015460 +0x23ea +// -0.375831 +0xb603 +// -0.056460 +0xab3a +// -0.079507 +0xad17 +// -0.247844 +0xb3ee +// -0.114189 +0xaf4f +// 0.015710 +0x2406 +// 0.520489 +0x382a +// 0.300073 +0x34cd +// 0.143783 +0x309a +// -0.277643 +0xb471 +// 0.310282 +0x34f7 +// 0.735204 +0x39e2 +// -0.143815 +0xb09a +// 0.168584 +0x3165 +// -0.297515 +0xb4c3 +// -0.585115 +0xb8ae +// 0.586292 +0x38b1 +// -0.002527 +0x992d +// 0.077609 +0x2cf8 +// 0.459088 +0x3758 +// 0.129063 +0x3021 +// 0.069617 +0x2c75 +// 0.256996 +0x341d +// -0.281246 +0xb480 +// -0.039206 +0xa905 +// 0.256253 +0x341a +// -0.192919 +0xb22c +// -0.366664 +0xb5de +// 0.482742 +0x37b9 +// -0.300253 +0xb4ce +// 0.666409 +0x3955 +// -0.163956 +0xb13f +// 0.221328 +0x3315 +// -0.251324 +0xb405 +// 0.204461 +0x328b +// 0.158717 +0x3114 +// -0.243035 +0xb3c7 +// -0.010934 +0xa199 +// -0.241979 +0xb3be +// 0.078859 +0x2d0c +// 0.332753 +0x3553 +// -0.158125 +0xb10f +// -0.172928 +0xb189 +// 0.230150 +0x335d +// 0.151220 +0x30d7 +// -0.666854 +0xb956 +// 0.149604 +0x30ca +// -0.042728 +0xa978 +// 0.397782 +0x365d +// 0.353126 +0x35a6 +// -0.235846 +0xb38c +// -0.179840 +0xb1c1 +// -0.166662 +0xb155 +// 0.099316 +0x2e5b +// 0.379593 +0x3613 +// -0.025690 +0xa694 +// 0.208146 +0x32a9 +// -0.167091 +0xb159 +// -0.706237 +0xb9a6 +// 0.334962 +0x355c +// 0.685691 +0x397c +// 0.160073 +0x311f +// -0.012201 +0xa23f +// 0.075595 +0x2cd7 +// -0.428988 +0xb6dd +// 0.034599 +0x286e +// 0.397099 +0x365b +// 0.709158 +0x39ac +// 0.034930 +0x2879 +// 0.073115 +0x2cae +// 0.311222 +0x34fb +// -0.090995 +0xadd3 +// 0.376174 +0x3605 +// -0.186052 +0xb1f4 +// 0.108244 +0x2eed +// 0.369039 +0x35e8 +// 0.047004 +0x2a04 +// 0.010836 +0x218c +// 0.237626 +0x339b +// 0.070766 +0x2c87 +// 0.052808 +0x2ac2 +// 0.286714 +0x3496 +// 0.051601 +0x2a9b +// -0.509366 +0xb813 +// 0.220441 +0x330e +// 0.182414 +0x31d6 +// 0.098275 +0x2e4a +// 0.034365 +0x2866 +// -0.008732 +0xa078 +// -0.198964 +0xb25e +// 0.130865 +0x3030 +// 0.372477 +0x35f6 +// 0.210683 +0x32be +// -0.070176 +0xac7e +// 0.085172 +0x2d73 +// -0.434043 +0xb6f2 +// 0.132113 +0x303a +// 0.321185 +0x3524 +// 0.131311 +0x3034 +// -0.343428 +0xb57f +// -0.002966 +0x9a13 +// -0.170011 +0xb171 +// 0.299474 +0x34cb +// 0.320004 +0x351f +// -0.262998 +0xb435 +// -0.540407 +0xb853 +// 0.058207 +0x2b73 +// -0.074119 +0xacbe +// 0.038555 +0x28ef +// 0.604616 +0x38d6 +// -0.266233 +0xb442 +// -0.001154 +0x94ba +// 0.248570 +0x33f4 +// -0.158891 +0xb116 +// 0.227039 +0x3344 +// -0.238313 +0xb3a0 +// 0.081312 +0x2d34 +// -0.043106 +0xa984 +// -0.093200 +0xadf7 +// -0.460155 +0xb75d +// -0.172221 +0xb183 +// 0.073941 +0x2cbb +// -0.098048 +0xae46 +// 0.210509 +0x32bc +// 0.263171 +0x3436 +// -0.602081 +0xb8d1 +// -0.161123 +0xb128 +// -0.514934 +0xb81f +// -0.247672 +0xb3ed +// 0.265774 +0x3441 +// 0.113245 +0x2f3f +// 0.307910 +0x34ed +// -0.509510 +0xb813 +// 0.502622 +0x3805 +// 0.018683 +0x24c8 +// 0.096834 +0x2e33 +// -0.225220 +0xb335 +// 0.454054 +0x3744 +// -0.121986 +0xafcf +// 0.356939 +0x35b6 +// 0.028274 +0x273d +// 0.300568 +0x34cf +// 0.402008 +0x366f +// -0.392776 +0xb649 +// 0.002429 +0x18fa +// -0.047509 +0xaa15 +// 0.189822 +0x3213 +// 0.194145 +0x3236 +// -0.446479 +0xb725 +// 0.114799 +0x2f59 +// 0.316122 +0x350f +// -0.179869 +0xb1c1 +// -0.334516 +0xb55a +// -0.069046 +0xac6b +// 0.451420 +0x3739 +// 0.479657 +0x37ad +// -0.592085 +0xb8bd +// 0.463278 +0x376a +// -0.135896 +0xb059 +// 0.443050 +0x3717 +// 0.026276 +0x26ba +// -0.100522 +0xae6f +// 0.155296 +0x30f8 +// 0.083031 +0x2d50 +// -0.207181 +0xb2a1 +// 0.482804 +0x37ba +// -0.509644 +0xb814 +// 0.376403 +0x3606 +// 0.219652 +0x3307 +// -0.371161 +0xb5f0 +// 0.096805 +0x2e32 +// -0.133227 +0xb043 +// -0.255326 +0xb416 +// -0.154125 +0xb0ef +// -0.103602 +0xaea1 +// 0.231580 +0x3369 +// 0.021111 +0x2568 +// 0.458185 +0x3755 +// -0.033604 +0xa84d +// 0.187665 +0x3201 +// -0.024209 +0xa633 +// 0.049201 +0x2a4c +// -0.180665 +0xb1c8 +// 0.042936 +0x297f +// 0.103140 +0x2e9a +// 0.100375 +0x2e6d +// 0.070479 +0x2c83 +// 0.736949 +0x39e5 +// 0.041394 +0x294c +// -0.100676 +0xae71 +// 0.016581 +0x243f +// -0.330810 +0xb54b +// -0.587756 +0xb8b4 +// -0.397046 +0xb65a +// -0.038243 +0xa8e5 +// -0.221802 +0xb319 +// 0.514448 +0x381e +// -0.057991 +0xab6c +// -0.323970 +0xb52f +// 0.585663 +0x38af +// -0.197495 +0xb252 +// -0.255209 +0xb415 +// 0.627848 +0x3906 +// -0.295600 +0xb4bb +// 0.132210 +0x303b +// 0.463094 +0x3769 +// -0.077694 +0xacf9 +// -0.236642 +0xb393 +// -0.282782 +0xb486 +// 0.156575 +0x3103 +// -0.133825 +0xb048 +// 0.449548 +0x3731 +// -0.240235 +0xb3b0 +// 0.420167 +0x36b9 +// 0.067121 +0x2c4c +// -0.212303 +0xb2cb +// -0.310546 +0xb4f8 +// -0.254224 +0xb411 +// 0.348757 +0x3595 +// 0.642707 +0x3924 +// 0.076302 +0x2ce2 +// -0.318932 +0xb51a +// 0.249510 +0x33fc +// 0.068243 +0x2c5e +// -0.019351 +0xa4f4 +// -0.063660 +0xac13 +// -0.249578 +0xb3fd +// 0.329295 +0x3545 +// 0.448665 +0x372e +// -0.085364 +0xad77 +// 0.258725 +0x3424 +// 0.053050 +0x2aca +// -0.168605 +0xb165 +// -0.414261 +0xb6a1 +// -0.265915 +0xb441 +// -0.059652 +0xaba3 +// -0.033108 +0xa83d +// 0.225358 +0x3336 +// -0.030176 +0xa7ba +// -0.347673 +0xb590 +// -0.463203 +0xb769 +// 0.212549 +0x32cd +// 0.656883 +0x3941 +// -0.156167 +0xb0ff +// 0.447759 +0x372a +// 0.001110 +0x148c +// -0.630194 +0xb90b +// 0.322671 +0x352a +// 0.199393 +0x3261 +// 0.002742 +0x199d +// 0.343563 +0x357f +// -0.196442 +0xb249 +// -0.518408 +0xb826 +// -0.503894 +0xb808 +// -0.655758 +0xb93f +// -0.226062 +0xb33c +// 0.314036 +0x3506 +// 0.354467 +0x35ac +// 0.087472 +0x2d99 +// 0.284255 +0x348c +// -0.396826 +0xb659 +// -0.101785 +0xae84 +// -0.215330 +0xb2e4 +// -0.230938 +0xb364 +// 0.217433 +0x32f5 +// 0.075816 +0x2cda +// -0.409946 +0xb68f +// 0.100349 +0x2e6c +// -0.646430 +0xb92c +// 0.099192 +0x2e59 +// 0.369702 +0x35ea +// -0.268782 +0xb44d +// 0.346934 +0x358d +// 0.424279 +0x36ca +// -0.295862 +0xb4bc +// 0.298933 +0x34c8 +// -0.112446 +0xaf32 +// -0.501285 +0xb803 +// -0.101086 +0xae78 +// 0.001803 +0x1763 +// 0.527563 +0x3838 +// 0.428614 +0x36dc +// -0.232720 +0xb372 +// -0.694835 +0xb98f +// 0.297407 +0x34c2 +// -0.122316 +0xafd4 +// -0.037377 +0xa8c9 +// -0.008454 +0xa054 +// -0.204271 +0xb289 +// -0.343716 +0xb580 +// 0.636435 +0x3917 +// -0.033070 +0xa83c +// 0.469429 +0x3783 +// -0.223390 +0xb326 +// 0.062150 +0x2bf5 +// -0.206781 +0xb29e +// -0.300330 +0xb4ce +// 0.131738 +0x3037 +// 0.024176 +0x2630 +// 0.029055 +0x2770 +// 0.340581 +0x3573 +// -0.182719 +0xb1d9 +// 0.110684 +0x2f15 +// 0.115789 +0x2f69 +// -0.540347 +0xb853 +// 0.359545 +0x35c1 +// 0.112414 +0x2f32 +// 0.726437 +0x39d0 +// 0.389390 +0x363b +// 0.313551 +0x3504 +// -0.263158 +0xb436 +// 0.141517 +0x3087 +// 0.256138 +0x3419 +// 0.161987 +0x312f +// -0.206960 +0xb29f +// -0.139638 +0xb078 +// -0.437583 +0xb700 +// 0.117780 +0x2f8a +// -0.002705 +0x998a +// -0.164580 +0xb144 +// -0.045797 +0xa9dd +// 0.248310 +0x33f2 +// -0.273706 +0xb461 +// -0.267339 +0xb447 +// -0.417164 +0xb6ad +// -0.614859 +0xb8eb +// 0.477775 +0x37a5 +// -0.007943 +0xa011 +// -0.258851 +0xb424 +// 0.354389 +0x35ac +// 0.186019 +0x31f4 +// -0.190869 +0xb21c +// 0.530432 +0x383e +// -0.518558 +0xb826 +// 0.547056 +0x3860 +// 0.344651 +0x3584 +// 0.227245 +0x3346 +// 0.442920 +0x3716 +// 0.196610 +0x324b +// -0.082866 +0xad4e +// 0.156755 +0x3104 +// 0.142471 +0x308f +// 0.113620 +0x2f46 +// -0.265392 +0xb43f +// 0.020556 +0x2543 +// 0.175734 +0x31a0 +// -0.163786 +0xb13e +// 0.489552 +0x37d5 +// 0.347043 +0x358d +// -0.251918 +0xb408 +// 0.196413 +0x3249 +// 0.398235 +0x365f +// -0.045876 +0xa9df +// -0.198670 +0xb25c +// -0.662086 +0xb94c +// -0.216180 +0xb2eb +// 0.378199 +0x360d +// 0.171231 +0x317b +// 0.002357 +0x18d4 +// 0.399759 +0x3665 +// 0.542468 +0x3857 +// 0.434624 +0x36f4 +// 0.799161 +0x3a65 +// -0.030315 +0xa7c3 +// 0.104499 +0x2eb0 +// -0.386718 +0xb630 +// 0.328878 +0x3543 +// -0.245869 +0xb3de +// -0.002949 +0x9a0a +// 0.016188 +0x2425 +// -0.068562 +0xac63 +// -0.027635 +0xa713 +// -0.360081 +0xb5c3 +// 0.199670 +0x3264 +// 0.104762 +0x2eb4 +// 0.315966 +0x350e +// -0.483905 +0xb7be +// 0.138156 +0x306c +// -0.082457 +0xad47 +// 0.221258 +0x3315 +// -0.041646 +0xa955 +// 0.054871 +0x2b06 +// -0.037552 +0xa8cf +// 0.280580 +0x347d +// -0.012928 +0xa29f +// 0.017621 +0x2483 +// 0.270779 +0x3455 +// 0.092040 +0x2de4 +// 0.249457 +0x33fc +// -0.068754 +0xac66 +// -0.322740 +0xb52a +// 0.285034 +0x348f +// -0.577785 +0xb89f +// -0.303598 +0xb4dc +// -0.124527 +0xaff8 +// 0.892914 +0x3b25 +// 0.421294 +0x36be +// -0.630085 +0xb90a +// 0.451145 +0x3738 +// -0.123244 +0xafe3 +// 0.157497 +0x310a +// 0.203990 +0x3287 +// -0.353675 +0xb5a9 +// -0.231524 +0xb369 +// -0.516960 +0xb823 +// 0.469582 +0x3783 +// 0.032912 +0x2836 +// 0.217215 +0x32f3 +// -0.251532 +0xb406 +// 0.095811 +0x2e22 +// 0.154363 +0x30f1 +// -0.072350 +0xaca1 +// 0.004143 +0x1c3e +// 0.202838 +0x327e +// -0.094680 +0xae0f +// 0.680381 +0x3971 +// 0.529706 +0x383d +// -0.078789 +0xad0b +// 0.214551 +0x32de +// -0.036848 +0xa8b7 +// 0.115474 +0x2f64 +// -0.272761 +0xb45d +// 0.356117 +0x35b3 +// 0.030035 +0x27b0 +// 0.101197 +0x2e7a +// -0.196892 +0xb24d +// 0.187928 +0x3204 +// 0.226150 +0x333d +// 0.337854 +0x3568 +// -0.055737 +0xab22 +// -0.373451 +0xb5fa +// 0.016756 +0x244a +// 0.404115 +0x3677 +// -0.563303 +0xb882 +// -0.011838 +0xa210 +// -0.305914 +0xb4e5 +// -0.222097 +0xb31b +// -0.495291 +0xb7ed +// 0.077748 +0x2cfa +// 0.053596 +0x2adc +// 0.002820 +0x19c6 +// -0.249606 +0xb3fd +// 0.229827 +0x335b +// 0.371430 +0x35f1 +// -0.124849 +0xaffe +// 0.067368 +0x2c50 +// -0.042608 +0xa974 +// -0.117387 +0xaf83 +// -0.244968 +0xb3d7 +// 0.081588 +0x2d39 +// -0.190651 +0xb21a +// 0.175301 +0x319c +// -0.031434 +0xa806 +// -0.246687 +0xb3e5 +// -0.007789 +0x9ffa +// -0.097024 +0xae36 +// -0.109705 +0xaf05 +// 0.097923 +0x2e44 +// -0.184250 +0xb1e5 +// 0.100905 +0x2e75 +// 0.432480 +0x36eb +// -0.423106 +0xb6c5 +// 0.076574 +0x2ce7 +// 0.683714 +0x3978 +// 0.733011 +0x39dd +// -0.034261 +0xa863 +// -0.074860 +0xaccb +// 0.102278 +0x2e8c +// 0.553615 +0x386e +// 0.849621 +0x3acc +// -0.189615 +0xb211 +// 0.470799 +0x3788 +// 0.143437 +0x3097 +// -0.569414 +0xb88e +// 0.529095 +0x383c +// 0.401858 +0x366e +// -0.194467 +0xb239 +// 0.591105 +0x38bb +// -0.226821 +0xb342 +// -0.040261 +0xa927 +// 0.017288 +0x246d +// -0.222487 +0xb31f +// -0.120238 +0xafb2 +// -0.341168 +0xb575 +// 0.647356 +0x392e +// -0.160152 +0xb120 +// -0.719981 +0xb9c3 +// -0.369296 +0xb5e9 +// -0.560332 +0xb87c +// 0.071839 +0x2c99 +// -0.406817 +0xb682 +// 0.103691 +0x2ea3 +// 0.101843 +0x2e85 +// 0.031227 +0x27ff +// -0.265074 +0xb43e +// 0.031390 +0x2805 +// 0.433635 +0x36f0 +// 0.155129 +0x30f7 +// 0.062640 +0x2c02 +// 0.009651 +0x20f1 +// 0.118446 +0x2f95 +// 0.147922 +0x30bc +// 0.375447 +0x3602 +// 0.194315 +0x3238 +// 0.321011 +0x3523 +// 0.174279 +0x3194 +// -0.175482 +0xb19e +// -0.133351 +0xb044 +// 0.150630 +0x30d2 +// 0.435450 +0x36f8 +// -0.161657 +0xb12c +// -0.209377 +0xb2b3 +// 0.308319 +0x34ef +// 0.470504 +0x3787 +// -0.200494 +0xb26a +// -0.388264 +0xb636 +// 0.870192 +0x3af6 +// 0.294633 +0x34b7 +// 0.208634 +0x32ad +// 0.517423 +0x3824 +// 0.046931 +0x2a02 +// -0.416718 +0xb6ab +// -0.204985 +0xb28f +// 0.018575 +0x24c1 +// -0.026251 +0xa6b8 +// -0.181443 +0xb1ce +// 0.052918 +0x2ac6 +// -0.758408 +0xba11 +// 0.343321 +0x357e +// 0.039431 +0x290c +// 0.316772 +0x3511 +// -0.463980 +0xb76c +// -0.171250 +0xb17b +// -0.071273 +0xac90 +// 0.270076 +0x3452 +// -0.053652 +0xaade +// -0.069609 +0xac74 +// 0.106420 +0x2ed0 +// 0.289819 +0x34a3 +// -0.568784 +0xb88d +// -0.254731 +0xb413 +// 0.119606 +0x2fa8 +// 0.113282 +0x2f40 +// -0.392450 +0xb647 +// -0.056172 +0xab31 +// -0.130868 +0xb030 +// -0.252943 +0xb40c +// 0.038384 +0x28ea +// 0.076370 +0x2ce3 +// -0.031695 +0xa80f +// 0.202012 +0x3277 +// 0.824879 +0x3a99 +// 0.192694 +0x322b +// -0.383234 +0xb622 +// 0.051657 +0x2a9d +// 0.504834 +0x380a +// -0.056611 +0xab3f +// 0.103256 +0x2e9c +// 0.124971 +0x3000 +// -0.046205 +0xa9ea +// 0.396873 +0x365a +// 0.114870 +0x2f5a +// -0.235323 +0xb388 +// 0.151078 +0x30d6 +// -0.316824 +0xb512 +// -0.139572 +0xb077 +// -0.060707 +0xabc5 +// -0.012395 +0xa259 +// 0.037985 +0x28dd +// 0.381868 +0x361c +// 0.291450 +0x34aa +// -0.243558 +0xb3cb +// 0.077298 +0x2cf2 +// 0.077097 +0x2cef +// 0.013753 +0x230b +// -0.140413 +0xb07e +// 0.240622 +0x33b3 +// 0.371917 +0x35f3 +// -0.234555 +0xb381 +// -0.244467 +0xb3d3 +// 0.633963 +0x3912 +// 0.395795 +0x3655 +// -0.143091 +0xb094 +// 0.309175 +0x34f2 +// 0.299710 +0x34cc +// 0.102696 +0x2e93 +// -0.032203 +0xa81f +// -0.369344 +0xb5e9 +// 0.336617 +0x3563 +// -0.325903 +0xb537 +// -0.252185 +0xb409 +// -0.594227 +0xb8c1 +// 0.168940 +0x3168 +// 0.008743 +0x207a +// -0.148656 +0xb0c2 +// -0.241635 +0xb3bb +// 0.167863 +0x315f +// -0.316839 +0xb512 +// -0.252003 +0xb408 +// 0.013748 +0x230a +// 0.103689 +0x2ea3 +// -0.419558 +0xb6b7 +// 0.277335 +0x3470 +// -0.314659 +0xb509 +// 0.535405 +0x3849 +// -0.038788 +0xa8f7 +// 0.180787 +0x31c9 +// 0.073029 +0x2cad +// -0.481028 +0xb7b2 +// -0.009065 +0xa0a4 +// 0.145278 +0x30a6 +// -0.126059 +0xb009 +// -0.167218 +0xb15a +// 0.114729 +0x2f58 +// -0.277576 +0xb471 +// -0.096144 +0xae27 +// -0.262861 +0xb435 +// -0.185629 +0xb1f1 +// -0.342496 +0xb57b +// 0.140761 +0x3081 +// -0.484239 +0xb7bf +// -0.406008 +0xb67f +// 0.031653 +0x280d +// -0.539875 +0xb852 +// -0.492521 +0xb7e1 +// -0.001696 +0x96f3 +// 0.089270 +0x2db7 +// 0.239404 +0x33a9 +// -0.013661 +0xa2ff +// -0.301032 +0xb4d1 +// 0.188888 +0x320b +// 0.215995 +0x32e9 +// -0.149889 +0xb0cc +// -0.488073 +0xb7cf +// -0.180139 +0xb1c4 +// 0.425532 +0x36cf +// 0.259333 +0x3426 +// 0.378727 +0x360f +// 0.077127 +0x2cf0 +// 0.171263 +0x317b +// -0.041042 +0xa941 +// -0.086297 +0xad86 +// 0.118490 +0x2f95 +// -0.411054 +0xb694 +// -0.259535 +0xb427 +// 0.570533 +0x3890 +// -0.278848 +0xb476 +// -0.169082 +0xb169 +// -0.009279 +0xa0c0 +// -0.262897 +0xb435 +// 0.071589 +0x2c95 +// 0.125624 +0x3005 +// 1.000000 +0x3c00 +// -0.180881 +0xb1ca +// -0.090822 +0xadd0 +// -0.034257 +0xa863 +// -0.109049 +0xaefb +// 0.538431 +0x384f +// 0.907954 +0x3b43 +// 0.082119 +0x2d41 +// 0.240632 +0x33b3 +// -0.278110 +0xb473 +// -0.106508 +0xaed1 +// 0.111519 +0x2f23 +// 0.358089 +0x35bb +// -0.029911 +0xa7a8 +// 0.451326 +0x3739 +// 0.045016 +0x29c3 +// -0.800640 +0xba68 +// 0.220420 +0x330e +// 0.775124 +0x3a33 +// -0.037231 +0xa8c4 +// 0.182187 +0x31d4 +// 0.060697 +0x2bc5 +// 0.381974 +0x361d +// 0.149913 +0x30cc +// -0.389410 +0xb63b +// -0.141451 +0xb087 +// 0.455395 +0x3749 +// 0.042953 +0x297f +// -0.569529 +0xb88e +// -0.030610 +0xa7d6 +// -0.354213 +0xb5ab +// -0.212104 +0xb2ca +// -0.216917 +0xb2f1 +// -0.483993 +0xb7be +// 0.142179 +0x308d +// -0.138646 +0xb070 +// 0.287960 +0x349b +// -0.132454 +0xb03d +// 0.027856 +0x2722 +// 0.194610 +0x323a +// -0.306840 +0xb4e9 +// 0.773273 +0x3a30 +// -0.288161 +0xb49c +// -0.705338 +0xb9a5 +// -0.129788 +0xb027 +// -0.018903 +0xa4d7 +// 0.028951 +0x2769 +// 0.004668 +0x1cc8 +// 0.489873 +0x37d7 +// -0.323267 +0xb52c +// 0.190320 +0x3217 +// 0.190327 +0x3217 +// -0.136593 +0xb05f +// 0.224647 +0x3330 +// -0.206372 +0xb29b +// 0.252381 +0x340a +// -0.052061 +0xaaaa +// -0.038042 +0xa8df +// 0.067452 +0x2c51 +// -0.149039 +0xb0c5 +// -0.025209 +0xa674 +// -0.004181 +0x9c48 +// 0.284496 +0x348d +// 0.247258 +0x33ea +// -0.435456 +0xb6f8 +// 0.016608 +0x2440 +// 0.143538 +0x3098 +// -0.139120 +0xb074 +// 0.195331 +0x3240 +// 0.040193 +0x2925 +// -0.345086 +0xb585 +// -0.079842 +0xad1c +// 0.213797 +0x32d7 +// -0.495887 +0xb7ef +// -0.234001 +0xb37d +// 0.767872 +0x3a25 +// -0.479327 +0xb7ab +// 0.626512 +0x3903 +// 0.491572 +0x37dd +// -0.129413 +0xb024 +// 0.283752 +0x348a +// -0.605375 +0xb8d8 +// -0.128903 +0xb020 +// 0.368903 +0x35e7 +// -0.034785 +0xa874 +// 0.120797 +0x2fbb +// -0.205739 +0xb295 +// 0.287384 +0x3499 +// -0.129271 +0xb023 +// 0.276482 +0x346c +// 0.619530 +0x38f5 +// -0.268860 +0xb44d +// -0.206108 +0xb298 +// -0.324209 +0xb530 +// 0.361322 +0x35c8 +// 0.193773 +0x3233 +// 0.254482 +0x3412 +// -0.031510 +0xa809 +// -0.814695 +0xba84 +// -0.356238 +0xb5b3 +// -0.039606 +0xa912 +// 0.171068 +0x3179 +// -0.265030 +0xb43e +// 0.025851 +0x269e +// 0.563095 +0x3881 +// -0.178552 +0xb1b7 +// -0.001786 +0x9751 +// -0.693044 +0xb98b +// 0.377752 +0x360b +// -0.162717 +0xb135 +// -0.252591 +0xb40b +// -0.479605 +0xb7ac +// 0.047623 +0x2a19 +// -0.019766 +0xa50f +// 0.141526 +0x3087 +// 0.348778 +0x3595 +// 0.136816 +0x3061 +// -0.048522 +0xaa36 +// -0.213476 +0xb2d5 +// 0.050944 +0x2a85 +// -0.001354 +0x958c +// -0.600504 +0xb8ce +// -0.022378 +0xa5bb +// 0.358429 +0x35bc +// 0.753351 +0x3a07 +// 0.238222 +0x33a0 +// 0.041903 +0x295d +// 0.227462 +0x3347 +// 0.227959 +0x334b +// -0.057090 +0xab4f +// -0.291552 +0xb4aa +// -0.056480 +0xab3b +// 0.080432 +0x2d26 +// -0.134498 +0xb04e +// -0.531703 +0xb841 +// -0.088864 +0xadb0 +// -0.188198 +0xb206 +// 0.181122 +0x31cc +// 0.347342 +0x358f +// -0.009942 +0xa117 +// 0.802550 +0x3a6c +// 0.303430 +0x34db +// 0.174662 +0x3197 +// 0.173854 +0x3190 +// 0.488797 +0x37d2 +// -0.008274 +0xa03c +// -0.009781 +0xa102 +// -0.486953 +0xb7cb +// -0.532557 +0xb843 +// 0.043158 +0x2986 +// 0.020656 +0x254a +// -0.606181 +0xb8d9 +// -0.068052 +0xac5b +// 0.254332 +0x3412 +// -0.014428 +0xa363 +// -0.119608 +0xafa8 +// 0.265606 +0x3440 +// 0.161764 +0x312d +// -0.454236 +0xb745 +// -0.300770 +0xb4d0 +// 0.127624 +0x3015 +// -0.040073 +0xa921 +// -0.023201 +0xa5f1 +// 0.113135 +0x2f3e +// -0.268646 +0xb44c +// -0.136720 +0xb060 +// 0.268224 +0x344b +// 0.103222 +0x2e9b +// -0.166941 +0xb158 +// 0.290046 +0x34a4 +// 0.388827 +0x3639 +// 0.014379 +0x235d +// -0.160478 +0xb123 +// 0.134744 +0x3050 +// 0.101732 +0x2e83 +// -0.232151 +0xb36e +// 0.076393 +0x2ce4 +// 0.046369 +0x29ef +// -0.048301 +0xaa2f +// 0.437886 +0x3702 +// -0.245962 +0xb3df +// -0.805987 +0xba73 +// -0.019317 +0xa4f2 +// 0.394669 +0x3651 +// -0.291422 +0xb4aa +// 0.513880 +0x381c +// 0.327461 +0x353d +// -0.073774 +0xacb9 +// 0.080221 +0x2d22 +// 0.039579 +0x2911 +// 0.425355 +0x36ce +// -0.411379 +0xb695 +// 0.188515 +0x3208 +// 0.700095 +0x399a +// 0.288299 +0x349d +// 0.126787 +0x300f +// -0.182028 +0xb1d3 +// 0.129219 +0x3023 +// 0.164464 +0x3143 +// -0.003172 +0x9a7f +// -0.124689 +0xaffb +// -0.467658 +0xb77c +// 0.129093 +0x3022 +// -0.371245 +0xb5f1 +// 0.456268 +0x374d +// 0.251821 +0x3407 +// -0.374322 +0xb5fd +// 0.170953 +0x3178 +// 0.023528 +0x2606 +// -0.080028 +0xad1f +// 0.038411 +0x28eb +// -0.739465 +0xb9ea +// 0.159549 +0x311b +// -0.397710 +0xb65d +// 0.027864 +0x2722 +// 0.122707 +0x2fda +// 0.055102 +0x2b0e +// 0.252715 +0x340b +// 0.460226 +0x375d +// 0.362832 +0x35ce +// -0.245256 +0xb3d9 +// 0.061759 +0x2be8 +// -0.130098 +0xb02a +// -0.203163 +0xb280 +// -0.480767 +0xb7b1 +// -0.058831 +0xab88 +// 0.213407 +0x32d4 +// 0.007721 +0x1fe8 +// 0.115492 +0x2f64 +// 0.138152 +0x306c +// 0.589876 +0x38b8 +// -0.021957 +0xa59f +// -0.237081 +0xb396 +// -0.329128 +0xb544 +// 0.246015 +0x33df +// -0.347025 +0xb58d +// -0.237145 +0xb397 +// -0.305968 +0xb4e5 +// 0.048954 +0x2a44 +// 0.147550 +0x30b9 +// -0.361334 +0xb5c8 +// 0.251698 +0x3407 +// -0.727047 +0xb9d1 +// 0.345582 +0x3588 +// -0.615631 +0xb8ed +// -0.475185 +0xb79a +// -0.416429 +0xb6aa +// -0.010074 +0xa128 +// 0.170024 +0x3171 +// -0.295605 +0xb4bb +// 0.001104 +0x1485 +// -0.065628 +0xac33 +// -0.018052 +0xa49f +// 0.096164 +0x2e28 +// 0.142416 +0x308f +// 0.088652 +0x2dac +// -0.402550 +0xb671 +// 0.281907 +0x3483 +// -0.098948 +0xae55 +// -0.042128 +0xa964 +// -0.269574 +0xb450 +// -0.378136 +0xb60d +// -0.285903 +0xb493 +// 0.040433 +0x292d +// -0.014206 +0xa346 +// 0.313333 +0x3503 +// -0.086529 +0xad8a +// -0.261730 +0xb430 +// -0.181748 +0xb1d1 +// 0.171376 +0x317c +// -0.549890 +0xb866 +// 0.015783 +0x240a +// -0.589085 +0xb8b6 +// 0.002722 +0x1993 +// -0.726849 +0xb9d1 +// 0.569582 +0x388f +// 0.256851 +0x341c +// 0.203482 +0x3283 +// 0.034145 +0x285f +// 0.077947 +0x2cfd +// 0.521183 +0x382b +// 0.274761 +0x3465 +// 0.015394 +0x23e2 +// 0.117662 +0x2f88 +// 0.232250 +0x336f +// 0.017161 +0x2465 +// -0.403623 +0xb675 +// 0.096380 +0x2e2b +// 0.201698 +0x3274 +// -0.118952 +0xaf9d +// 0.551127 +0x3869 +// -0.174052 +0xb192 +// -0.205555 +0xb294 +// -0.050465 +0xaa76 +// -0.156790 +0xb104 +// 0.124933 +0x2fff +// -0.346168 +0xb58a +// 0.125530 +0x3004 +// -0.203366 +0xb282 +// -0.222446 +0xb31e +// -0.076900 +0xacec +// -0.097509 +0xae3e +// 0.017829 +0x2490 +// 0.476229 +0x379f +// -0.238528 +0xb3a2 +// -0.683472 +0xb978 +// -0.326428 +0xb539 +// -0.071529 +0xac94 +// 0.008482 +0x2058 +// 0.044346 +0x29ad +// -0.088888 +0xadb0 +// 0.545436 +0x385d +// 0.361032 +0x35c7 +// 0.019058 +0x24e1 +// -0.262298 +0xb432 +// 0.047519 +0x2a15 +// -0.424253 +0xb6ca +// -0.077810 +0xacfb +// 0.050700 +0x2a7d +// -0.463491 +0xb76a +// -0.352822 +0xb5a5 +// 0.296580 +0x34bf +// -0.397783 +0xb65d +// -0.205125 +0xb290 +// 0.053216 +0x2ad0 +// -0.146020 +0xb0ac +// -0.436935 +0xb6fe +// -0.304506 +0xb4df +// 0.046419 +0x29f1 diff --git a/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_256_1_f16.txt b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_256_1_f16.txt new file mode 100755 index 00000000..0eee262d --- /dev/null +++ b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_256_1_f16.txt @@ -0,0 +1,514 @@ +H +256 +// 0.651351 +0x3936 +// -0.159919 +0xb11e +// 0.472620 +0x3790 +// 0.298452 +0x34c6 +// -0.909062 +0xbb46 +// -0.334639 +0xb55b +// -0.957140 +0xbba8 +// 0.737558 +0x39e7 +// -0.429820 +0xb6e1 +// 0.291110 +0x34a8 +// -0.197579 +0xb253 +// -0.060493 +0xabbe +// -0.339184 +0xb56d +// -0.140670 +0xb080 +// -0.224036 +0xb32b +// -0.180058 +0xb1c3 +// -0.430940 +0xb6e5 +// -0.013360 +0xa2d7 +// -0.426466 +0xb6d3 +// 0.491511 +0x37dd +// -0.175832 +0xb1a0 +// -0.103659 +0xaea2 +// -0.561266 +0xb87d +// -0.225686 +0xb339 +// 0.057522 +0x2b5d +// 0.493119 +0x37e4 +// -0.429683 +0xb6e0 +// -0.010633 +0xa172 +// -0.021098 +0xa567 +// 0.087809 +0x2d9f +// -0.040429 +0xa92d +// 0.123426 +0x2fe6 +// 0.772088 +0x3a2d +// 0.045759 +0x29db +// 0.249881 +0x33ff +// 0.124251 +0x2ff4 +// -0.175216 +0xb19b +// 0.622840 +0x38fc +// 0.060416 +0x2bbc +// -0.435381 +0xb6f7 +// -0.313553 +0xb504 +// 0.299365 +0x34ca +// 0.066021 +0x2c3a +// -0.391025 +0xb642 +// 0.419884 +0x36b8 +// 0.068105 +0x2c5c +// -0.140990 +0xb083 +// -0.332668 +0xb553 +// 0.126909 +0x3010 +// -0.608431 +0xb8de +// 0.092473 +0x2deb +// -0.614935 +0xb8eb +// 0.023997 +0x2625 +// 0.176081 +0x31a2 +// -0.160686 +0xb124 +// 0.622415 +0x38fb +// -0.288473 +0xb49e +// 0.167029 +0x3158 +// -0.161330 +0xb12a +// -0.204897 +0xb28f +// -0.018612 +0xa4c4 +// -0.457820 +0xb753 +// -0.159584 +0xb11b +// 0.556137 +0x3873 +// 0.012168 +0x223b +// -0.176035 +0xb1a2 +// -0.766406 +0xba22 +// -0.272770 +0xb45d +// 0.219833 +0x3309 +// -0.115763 +0xaf69 +// -0.647071 +0xb92d +// -0.340366 +0xb572 +// -0.135831 +0xb059 +// -0.532532 +0xb843 +// -0.189133 +0xb20d +// -0.357618 +0xb5b9 +// -0.185971 +0xb1f3 +// 0.055489 +0x2b1a +// -0.080755 +0xad2b +// -0.060217 +0xabb5 +// -0.026644 +0xa6d2 +// 0.519728 +0x3828 +// -0.098612 +0xae50 +// -0.261454 +0xb42f +// -0.161164 +0xb128 +// -0.918906 +0xbb5a +// 0.203340 +0x3282 +// 0.062027 +0x2bf1 +// 0.137522 +0x3067 +// 0.670846 +0x395e +// -0.507953 +0xb810 +// -0.180967 +0xb1ca +// -0.178607 +0xb1b7 +// -0.133838 +0xb048 +// 0.113238 +0x2f3f +// -0.167037 +0xb158 +// 0.327849 +0x353f +// 0.296052 +0x34bd +// -0.087033 +0xad92 +// 0.604596 +0x38d6 +// 0.865607 +0x3aed +// 0.378973 +0x3610 +// -0.271438 +0xb458 +// 0.172540 +0x3185 +// 0.612656 +0x38e7 +// 0.362125 +0x35cb +// 0.132841 +0x3040 +// 0.326161 +0x3538 +// 0.262743 +0x3434 +// -0.807064 +0xba75 +// 0.460359 +0x375e +// 0.103901 +0x2ea6 +// 0.054028 +0x2aea +// 0.190485 +0x3218 +// 0.480489 +0x37b0 +// -0.103955 +0xaea7 +// -0.122704 +0xafda +// 0.058963 +0x2b8c +// -0.180357 +0xb1c5 +// -0.115861 +0xaf6a +// -0.186061 +0xb1f4 +// 0.295376 +0x34ba +// 0.115507 +0x2f64 +// -0.299319 +0xb4ca +// -0.431815 +0xb6e9 +// 0.159384 +0x311a +// -0.355006 +0xb5ae +// 0.209524 +0x32b4 +// -0.548384 +0xb863 +// -0.032045 +0xa81a +// -0.170561 +0xb175 +// 0.395856 +0x3655 +// -0.439022 +0xb706 +// -0.554586 +0xb870 +// 0.675199 +0x3967 +// -0.399747 +0xb665 +// -0.564866 +0xb885 +// -0.257357 +0xb41e +// -0.234934 +0xb385 +// 0.315039 +0x350a +// -0.474671 +0xb798 +// 0.460690 +0x375f +// -0.167693 +0xb15e +// 0.160740 +0x3125 +// 0.293621 +0x34b3 +// 0.012954 +0x22a2 +// 0.024336 +0x263b +// 0.246536 +0x33e4 +// -0.292200 +0xb4ad +// -0.229237 +0xb356 +// 0.581892 +0x38a8 +// -0.290630 +0xb4a6 +// -0.114358 +0xaf52 +// 0.143827 +0x309a +// -0.596524 +0xb8c6 +// 0.149309 +0x30c7 +// -0.287279 +0xb499 +// 0.292386 +0x34ae +// 0.282049 +0x3483 +// 0.199314 +0x3261 +// -0.145206 +0xb0a6 +// -0.007418 +0x9f99 +// 0.002104 +0x184f +// -0.070278 +0xac7f +// -0.331321 +0xb54d +// -0.337064 +0xb565 +// 0.241841 +0x33bd +// -0.657843 +0xb943 +// -0.108504 +0xaef2 +// 0.284995 +0x348f +// -0.019712 +0xa50c +// 0.215097 +0x32e2 +// -0.453379 +0xb741 +// -0.780807 +0xba3f +// 0.219002 +0x3302 +// 0.247271 +0x33ea +// 0.922375 +0x3b61 +// 0.499520 +0x37fe +// -0.676085 +0xb969 +// 0.287909 +0x349b +// -0.175418 +0xb19d +// 0.634792 +0x3914 +// 0.373048 +0x35f8 +// 0.536138 +0x384a +// -0.453390 +0xb741 +// -0.318982 +0xb51b +// 0.421646 +0x36bf +// 0.243910 +0x33ce +// 0.464730 +0x3770 +// 0.460676 +0x375f +// 0.289985 +0x34a4 +// 0.371922 +0x35f3 +// -0.484633 +0xb7c1 +// -0.044184 +0xa9a8 +// 0.122215 +0x2fd2 +// -0.445449 +0xb721 +// -0.274381 +0xb464 +// -0.471374 +0xb78b +// 0.376538 +0x3606 +// 1.000000 +0x3c00 +// 0.118789 +0x2f9a +// -0.206356 +0xb29a +// -0.128719 +0xb01e +// 0.320831 +0x3522 +// -0.413969 +0xb6a0 +// 0.160744 +0x3125 +// -0.276643 +0xb46d +// -0.188797 +0xb20b +// -0.194768 +0xb23c +// -0.600723 +0xb8ce +// 0.515254 +0x381f +// -0.357542 +0xb5b8 +// -0.300846 +0xb4d0 +// 0.189894 +0x3214 +// -0.065683 +0xac34 +// 0.279304 +0x3478 +// -0.064758 +0xac25 +// -0.206261 +0xb29a +// -0.084869 +0xad6e +// 0.308630 +0x34f0 +// 0.430592 +0x36e4 +// -0.169981 +0xb170 +// 0.094479 +0x2e0c +// -0.202905 +0xb27e +// 0.046133 +0x29e8 +// 0.657003 +0x3942 +// -0.567034 +0xb889 +// 0.405136 +0x367b +// 0.454598 +0x3746 +// -0.048686 +0xaa3b +// 0.301935 +0x34d5 +// -0.279395 +0xb478 +// 0.386205 +0x362e +// 0.143527 +0x3098 +// 0.272389 +0x345c +// -0.446975 +0xb727 +// -0.329068 +0xb544 +// -0.291997 +0xb4ac +// -0.258472 +0xb423 +// 0.707295 +0x39a9 +// 0.420878 +0x36bc +// -0.044797 +0xa9bc +// -0.329843 +0xb547 +// -0.437947 +0xb702 +// -0.334430 +0xb55a +// -0.352021 +0xb5a2 +// -0.472394 +0xb78f +// -0.156912 +0xb105 +// 0.145481 +0x30a8 +// 0.180909 +0x31ca +// 0.643799 +0x3927 +// -0.293079 +0xb4b0 +// 0.248816 +0x33f6 +// -0.471216 +0xb78a +// 0.217075 +0x32f2 +// -0.154039 +0xb0ee diff --git a/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_512_1_f16.txt b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_512_1_f16.txt new file mode 100755 index 00000000..a88378f0 --- /dev/null +++ b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCInput_512_1_f16.txt @@ -0,0 +1,1026 @@ +H +512 +// -0.231636 +0xb36a +// -0.183887 +0xb1e2 +// -0.401117 +0xb66b +// -0.563052 +0xb881 +// 0.424994 +0x36cd +// 0.772452 +0x3a2e +// 0.069999 +0x2c7b +// 0.105443 +0x2ec0 +// -0.163193 +0xb139 +// -0.034352 +0xa866 +// -0.328617 +0xb542 +// -0.350043 +0xb59a +// 0.275091 +0x3467 +// 0.293318 +0x34b1 +// 0.602456 +0x38d2 +// -0.184854 +0xb1ea +// 0.042399 +0x296d +// 0.116968 +0x2f7c +// -0.118322 +0xaf93 +// -0.119346 +0xafa3 +// 0.129568 +0x3025 +// -0.156030 +0xb0fe +// 0.414085 +0x36a0 +// 0.182326 +0x31d6 +// -0.552032 +0xb86b +// 0.149310 +0x30c7 +// 0.267364 +0x3447 +// 0.150831 +0x30d4 +// 0.313997 +0x3506 +// 0.358918 +0x35be +// -0.362165 +0xb5cb +// 0.211293 +0x32c3 +// 0.234220 +0x337f +// 0.104563 +0x2eb1 +// 0.138013 +0x306b +// -0.194054 +0xb236 +// -0.040517 +0xa930 +// -0.055814 +0xab25 +// -0.162080 +0xb130 +// -0.224437 +0xb32f +// -0.310607 +0xb4f8 +// -0.124094 +0xaff1 +// -0.031400 +0xa805 +// 0.037375 +0x28c9 +// 0.179993 +0x31c3 +// 0.121311 +0x2fc4 +// -0.720735 +0xb9c4 +// 0.031517 +0x2809 +// 0.273319 +0x3460 +// 0.384314 +0x3626 +// 0.238297 +0x33a0 +// 0.235158 +0x3386 +// 0.316406 +0x3510 +// -0.237281 +0xb398 +// -0.261454 +0xb42f +// -0.313646 +0xb505 +// -0.157211 +0xb108 +// 0.401264 +0x366c +// -0.026830 +0xa6de +// -0.409025 +0xb68b +// 0.503983 +0x3808 +// 0.180838 +0x31c9 +// 0.037654 +0x28d2 +// -0.725521 +0xb9ce +// -0.048439 +0xaa33 +// 0.772257 +0x3a2e +// 0.158753 +0x3115 +// -0.740912 +0xb9ed +// -0.118265 +0xaf92 +// 0.180880 +0x31ca +// -0.085450 +0xad78 +// 0.178806 +0x31b9 +// -0.457056 +0xb750 +// -0.356646 +0xb5b5 +// 0.450125 +0x3734 +// 0.056345 +0x2b36 +// 0.180748 +0x31c9 +// 0.491289 +0x37dc +// 0.342408 +0x357b +// -0.030827 +0xa7e4 +// 0.418134 +0x36b1 +// -0.044889 +0xa9bf +// -0.000553 +0x9088 +// -0.015722 +0xa406 +// 0.231876 +0x336c +// -0.201777 +0xb275 +// -0.565455 +0xb886 +// 0.400393 +0x3668 +// -0.123985 +0xafef +// 0.089423 +0x2db9 +// 0.512095 +0x3819 +// 0.897719 +0x3b2f +// -0.674284 +0xb965 +// 0.125345 +0x3003 +// 0.015532 +0x23f4 +// -0.101438 +0xae7e +// 0.180072 +0x31c3 +// -0.266457 +0xb443 +// 0.144752 +0x30a2 +// 0.326830 +0x353b +// 0.199002 +0x325e +// -0.729026 +0xb9d5 +// -0.438399 +0xb704 +// 0.634018 +0x3912 +// -0.638944 +0xb91d +// -0.349889 +0xb599 +// -0.125808 +0xb007 +// -0.215441 +0xb2e5 +// -0.178593 +0xb1b7 +// 0.259520 +0x3427 +// -0.196109 +0xb247 +// 0.100900 +0x2e75 +// 0.418830 +0x36b4 +// 0.144076 +0x309c +// 0.311981 +0x34fe +// 0.165765 +0x314e +// -0.346480 +0xb58b +// -0.193194 +0xb22f +// 0.211703 +0x32c6 +// 0.011657 +0x21f8 +// -0.305595 +0xb4e4 +// 0.159473 +0x311a +// -0.102243 +0xae8b +// 0.097855 +0x2e43 +// -0.014593 +0xa379 +// -0.244489 +0xb3d3 +// 0.158362 +0x3111 +// 0.318016 +0x3517 +// -0.101858 +0xae85 +// 0.411622 +0x3696 +// 0.202427 +0x327a +// 0.168849 +0x3167 +// 0.275164 +0x3467 +// 0.835203 +0x3aae +// 0.015774 +0x240a +// -0.055514 +0xab1b +// -0.203640 +0xb284 +// -0.097377 +0xae3b +// -0.044715 +0xa9b9 +// -0.019293 +0xa4f0 +// -0.016021 +0xa41a +// -0.186003 +0xb1f4 +// 0.112081 +0x2f2c +// -0.271300 +0xb457 +// 0.250499 +0x3402 +// 0.182520 +0x31d7 +// -0.153302 +0xb0e8 +// -0.255815 +0xb418 +// -0.218043 +0xb2fa +// -0.301247 +0xb4d2 +// -0.181339 +0xb1ce +// 0.061330 +0x2bda +// 0.366419 +0x35dd +// -0.005801 +0x9df1 +// 0.086440 +0x2d88 +// -0.039813 +0xa919 +// 0.803333 +0x3a6d +// 0.176370 +0x31a5 +// 0.044277 +0x29ab +// -0.027716 +0xa718 +// -0.431336 +0xb6e7 +// -0.449225 +0xb730 +// -0.085502 +0xad79 +// 0.220326 +0x330d +// -0.418454 +0xb6b2 +// -0.589145 +0xb8b7 +// -0.219352 +0xb305 +// -0.103903 +0xaea6 +// 0.383219 +0x3622 +// -0.277696 +0xb471 +// 0.371396 +0x35f1 +// -0.382581 +0xb61f +// 0.600527 +0x38ce +// -0.103773 +0xaea4 +// -0.663207 +0xb94e +// -0.243718 +0xb3cd +// 0.064574 +0x2c22 +// 0.138998 +0x3073 +// -0.252658 +0xb40b +// 0.191904 +0x3224 +// -0.531585 +0xb841 +// 0.264840 +0x343d +// 0.169251 +0x316b +// -0.148990 +0xb0c5 +// -0.264727 +0xb43c +// 0.806894 +0x3a75 +// 0.059302 +0x2b97 +// -0.781912 +0xba41 +// -0.011293 +0xa1c8 +// 0.172562 +0x3186 +// 0.646730 +0x392d +// -0.618511 +0xb8f3 +// -0.223280 +0xb325 +// 0.025054 +0x266a +// 0.089687 +0x2dbd +// 0.415791 +0x36a7 +// 0.042296 +0x296a +// -0.135920 +0xb059 +// -0.183873 +0xb1e2 +// -0.356148 +0xb5b3 +// -0.121394 +0xafc5 +// 0.204679 +0x328d +// 0.278571 +0x3475 +// 0.204940 +0x328f +// 0.307626 +0x34ec +// -0.087135 +0xad94 +// -0.432672 +0xb6ec +// 0.553425 +0x386d +// 0.258826 +0x3424 +// -0.256720 +0xb41c +// -0.669907 +0xb95c +// 0.081587 +0x2d39 +// 0.518048 +0x3825 +// -0.290616 +0xb4a6 +// -0.051628 +0xaa9c +// -0.220807 +0xb311 +// -0.152508 +0xb0e1 +// -0.235360 +0xb388 +// -0.191313 +0xb21f +// -0.059932 +0xabac +// -0.253209 +0xb40d +// 0.059014 +0x2b8e +// 0.459835 +0x375b +// 0.142709 +0x3091 +// -0.264251 +0xb43a +// -0.001149 +0x94b5 +// 0.649519 +0x3932 +// -1.000000 +0xbc00 +// 0.071975 +0x2c9b +// -0.097549 +0xae3e +// 0.295422 +0x34ba +// 0.671976 +0x3960 +// -0.093078 +0xadf5 +// 0.187259 +0x31fe +// 0.013471 +0x22e6 +// -0.020836 +0xa556 +// -0.558235 +0xb877 +// -0.240012 +0xb3ae +// -0.145295 +0xb0a6 +// 0.048179 +0x2a2b +// -0.465023 +0xb771 +// 0.374118 +0x35fc +// -0.562847 +0xb881 +// -0.435945 +0xb6fa +// -0.691792 +0xb989 +// -0.158186 +0xb110 +// 0.649192 +0x3932 +// 0.200079 +0x3267 +// -0.370384 +0xb5ed +// -0.157067 +0xb107 +// -0.135202 +0xb054 +// 0.229805 +0x335b +// -0.529463 +0xb83c +// -0.530246 +0xb83e +// 0.137844 +0x3069 +// -0.456304 +0xb74d +// -0.183143 +0xb1dc +// 0.350117 +0x359a +// -0.519008 +0xb827 +// -0.077878 +0xacfc +// 0.024490 +0x2645 +// 0.461099 +0x3761 +// -0.181605 +0xb1d0 +// -0.028298 +0xa73f +// 0.157466 +0x310a +// 0.210051 +0x32b9 +// -0.116011 +0xaf6d +// -0.124393 +0xaff6 +// -0.159818 +0xb11d +// 0.078749 +0x2d0a +// 0.108914 +0x2ef8 +// -0.192457 +0xb229 +// 0.113580 +0x2f45 +// 0.108062 +0x2eea +// 0.036232 +0x28a3 +// -0.019078 +0xa4e2 +// -0.250245 +0xb401 +// -0.552580 +0xb86c +// 0.227758 +0x334a +// 0.176438 +0x31a5 +// 0.005674 +0x1dcf +// 0.681260 +0x3973 +// -0.285516 +0xb491 +// 0.249733 +0x33fe +// 0.045333 +0x29cd +// 0.021704 +0x258e +// 0.050420 +0x2a74 +// 0.153177 +0x30e7 +// 0.357392 +0x35b8 +// 0.048755 +0x2a3e +// 0.410543 +0x3692 +// -0.291945 +0xb4ac +// 0.073829 +0x2cba +// -0.279390 +0xb478 +// 0.179299 +0x31bd +// 0.076174 +0x2ce0 +// -0.601562 +0xb8d0 +// 0.060908 +0x2bcc +// 0.156704 +0x3104 +// -0.257057 +0xb41d +// -0.265036 +0xb43e +// 0.105676 +0x2ec3 +// -0.087281 +0xad96 +// -0.042909 +0xa97e +// 0.068287 +0x2c5f +// -0.256724 +0xb41c +// 0.085570 +0x2d7a +// 0.184731 +0x31e9 +// -0.338640 +0xb56b +// 0.157260 +0x3108 +// 0.128982 +0x3021 +// 0.572642 +0x3895 +// 0.384859 +0x3628 +// 0.047269 +0x2a0d +// -0.540779 +0xb854 +// 0.106049 +0x2eca +// 0.379883 +0x3614 +// -0.068651 +0xac65 +// 0.145079 +0x30a4 +// 0.012261 +0x2247 +// -0.182449 +0xb1d7 +// 0.201065 +0x326f +// -0.121264 +0xafc3 +// 0.268520 +0x344c +// 0.208339 +0x32ab +// 0.157365 +0x3109 +// 0.222330 +0x331d +// 0.237853 +0x339c +// 0.303651 +0x34dc +// -0.421471 +0xb6be +// 0.072080 +0x2c9d +// 0.022793 +0x25d6 +// 0.342169 +0x357a +// -0.154737 +0xb0f4 +// 0.343342 +0x357e +// -0.140270 +0xb07d +// -0.045828 +0xa9de +// 0.365321 +0x35d8 +// -0.436206 +0xb6fb +// 0.023029 +0x25e5 +// -0.005162 +0x9d49 +// -0.188272 +0xb206 +// -0.049258 +0xaa4e +// 0.126251 +0x300a +// 0.106390 +0x2ecf +// 0.619277 +0x38f4 +// 0.031403 +0x2805 +// 0.110460 +0x2f12 +// -0.334484 +0xb55a +// -0.490587 +0xb7d9 +// -0.009374 +0xa0cd +// -0.264153 +0xb43a +// -0.279382 +0xb478 +// 0.044468 +0x29b1 +// 0.402490 +0x3671 +// 0.271598 +0x3458 +// -0.370422 +0xb5ed +// -0.618572 +0xb8f3 +// 0.113971 +0x2f4b +// 0.241517 +0x33bb +// -0.358365 +0xb5bc +// 0.376002 +0x3604 +// -0.167886 +0xb15f +// 0.133703 +0x3047 +// -0.767317 +0xba23 +// 0.324257 +0x3530 +// -0.049488 +0xaa56 +// 0.224022 +0x332b +// -0.550024 +0xb866 +// -0.130815 +0xb030 +// -0.045495 +0xa9d3 +// -0.050020 +0xaa67 +// 0.252728 +0x340b +// 0.164321 +0x3142 +// 0.171303 +0x317b +// -0.191588 +0xb221 +// -0.030287 +0xa7c1 +// -0.224177 +0xb32c +// 0.093669 +0x2dff +// -0.413479 +0xb69e +// 0.340667 +0x3573 +// 0.456884 +0x374f +// -0.132961 +0xb041 +// 0.124153 +0x2ff2 +// -0.102880 +0xae96 +// 0.429840 +0x36e1 +// -0.554156 +0xb86f +// 0.109956 +0x2f0a +// -0.459566 +0xb75a +// 0.119219 +0x2fa1 +// -0.244905 +0xb3d6 +// -0.311141 +0xb4fa +// -0.090997 +0xadd3 +// 0.657623 +0x3943 +// -0.297391 +0xb4c2 +// 0.118196 +0x2f91 +// 0.534892 +0x3847 +// -0.446756 +0xb726 +// 0.349415 +0x3597 +// -0.282576 +0xb485 +// 0.199965 +0x3266 +// -0.383293 +0xb622 +// 0.489481 +0x37d5 +// 0.268345 +0x344b +// -0.118716 +0xaf99 +// -0.276911 +0xb46e +// -0.096017 +0xae25 +// 0.333059 +0x3554 +// -0.137547 +0xb067 +// 0.291596 +0x34aa +// -0.039047 +0xa900 +// 0.093643 +0x2dfe +// -0.174527 +0xb196 +// 0.258226 +0x3422 +// 0.282778 +0x3486 +// -0.014575 +0xa376 +// -0.145939 +0xb0ac +// -0.902487 +0xbb38 +// -0.155720 +0xb0fc +// -0.250462 +0xb402 +// 0.093693 +0x2dff +// 0.307080 +0x34ea +// 0.590747 +0x38ba +// 0.083993 +0x2d60 +// 0.027213 +0x26f7 +// -0.084733 +0xad6c +// -0.263913 +0xb439 +// 0.150878 +0x30d4 +// 0.066191 +0x2c3c +// -0.017159 +0xa465 +// 0.117412 +0x2f84 +// -0.271532 +0xb458 +// 0.001489 +0x161a +// -0.257619 +0xb41f +// -0.547359 +0xb861 +// 0.025346 +0x267d +// -0.071489 +0xac93 +// -0.126728 +0xb00e +// -0.232882 +0xb374 +// 0.177312 +0x31ad +// -0.319395 +0xb51c +// 0.188061 +0x3205 +// 0.342925 +0x357d +// -0.395127 +0xb652 +// -0.024727 +0xa655 +// 0.310185 +0x34f7 +// -0.160392 +0xb122 +// -0.343682 +0xb580 +// 0.198682 +0x325c +// -0.075310 +0xacd2 +// 0.609516 +0x38e0 +// 0.304423 +0x34df +// -0.391763 +0xb645 +// 0.433398 +0x36ef +// 0.163894 +0x313f +// 0.454013 +0x3744 +// 0.039636 +0x2913 +// -0.203333 +0xb282 +// -0.366662 +0xb5de +// 0.382545 +0x361f +// 0.072310 +0x2ca1 +// -0.023164 +0xa5ee +// 0.162241 +0x3131 +// -0.121152 +0xafc1 +// -0.209400 +0xb2b3 +// -0.360993 +0xb5c7 +// -0.611021 +0xb8e3 +// -0.178909 +0xb1ba +// -0.027033 +0xa6ec +// -0.198496 +0xb25a +// -0.325773 +0xb536 +// -0.742056 +0xb9f0 +// 0.037214 +0x28c3 +// 0.082754 +0x2d4c +// 0.072732 +0x2ca8 +// -0.291381 +0xb4a9 +// -0.676452 +0xb969 +// 0.014021 +0x232e +// 0.239839 +0x33ad +// -0.023537 +0xa606 +// -0.121974 +0xafce +// 0.044349 +0x29ad +// 0.070100 +0x2c7d +// 0.258153 +0x3421 +// 0.592408 +0x38bd +// 0.294569 +0x34b7 +// -0.261923 +0xb431 +// -0.397616 +0xb65d +// -0.140953 +0xb083 +// 0.089136 +0x2db4 +// -0.098553 +0xae4f +// -0.482078 +0xb7b7 +// -0.326178 +0xb538 +// 0.017062 +0x245e +// 0.458971 +0x3758 +// 0.134393 +0x304d +// 0.554724 +0x3870 +// -0.335362 +0xb55e +// 0.416249 +0x36a9 +// 0.222726 +0x3321 +// -0.119777 +0xafaa +// -0.236482 +0xb391 +// -0.157286 +0xb108 +// -0.545953 +0xb85e +// 0.019331 +0x24f3 +// -0.092419 +0xadea +// -0.187730 +0xb202 +// -0.555277 +0xb871 +// -0.189563 +0xb211 +// 0.158126 +0x310f +// -0.148329 +0xb0bf +// 0.375860 +0x3604 diff --git a/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_1024_1_f16.txt b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_1024_1_f16.txt new file mode 100755 index 00000000..897b50d8 --- /dev/null +++ b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_1024_1_f16.txt @@ -0,0 +1,28 @@ +H +13 +// 29.568101 +0x4f64 +// -2.890792 +0xc1c8 +// 0.253960 +0x3410 +// -0.051597 +0xaa9b +// -0.014367 +0xa35b +// -0.121046 +0xafbf +// -0.163386 +0xb13a +// -0.183892 +0xb1e2 +// -0.195525 +0xb242 +// -0.121099 +0xafc0 +// -0.047670 +0xaa1a +// 0.016655 +0x2444 +// -0.228907 +0xb353 diff --git a/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_256_1_f16.txt b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_256_1_f16.txt new file mode 100755 index 00000000..dc68c86e --- /dev/null +++ b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_256_1_f16.txt @@ -0,0 +1,28 @@ +H +13 +// 17.300672 +0x4c53 +// -2.948481 +0xc1e6 +// 0.596755 +0x38c6 +// 0.282589 +0x3485 +// 0.510174 +0x3815 +// 0.121863 +0x2fcd +// 0.121398 +0x2fc5 +// -0.010251 +0xa140 +// -0.115306 +0xaf61 +// -0.353407 +0xb5a8 +// -0.276013 +0xb46b +// -0.461784 +0xb763 +// -0.293277 +0xb4b1 diff --git a/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_512_1_f16.txt b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_512_1_f16.txt new file mode 100755 index 00000000..dec298ef --- /dev/null +++ b/Testing/Patterns/DSP/Transform/MFCCF16/MFCCRef_512_1_f16.txt @@ -0,0 +1,28 @@ +H +13 +// 22.783578 +0x4db2 +// -3.252800 +0xc281 +// 0.012397 +0x2259 +// -0.117326 +0xaf82 +// 0.073564 +0x2cb5 +// -0.052523 +0xaab9 +// 0.088635 +0x2dac +// -0.115187 +0xaf5f +// 0.304263 +0x34de +// -0.028946 +0xa769 +// -0.046098 +0xa9e7 +// 0.040847 +0x293a +// -0.016524 +0xa43b diff --git a/Testing/Source/Tests/MFCCF16.cpp b/Testing/Source/Tests/MFCCF16.cpp new file mode 100755 index 00000000..39a21b86 --- /dev/null +++ b/Testing/Source/Tests/MFCCF16.cpp @@ -0,0 +1,109 @@ +#include "MFCCF16.h" +#include +#include "Error.h" + +#include "mfccdata_f16.h" + +#define SNR_THRESHOLD 50 + +/* + +Reference patterns are generated with +a double precision computation. + +*/ +#define REL_ERROR (2.0e-2) +#define ABS_ERROR (2.0e-2) + + + void MFCCF16::test_mfcc_f16() + { + const float16_t *inp1=input1.ptr(); + float16_t *tmpinp=tmpin.ptr(); + float16_t *outp=output.ptr(); + float16_t *tmpp=tmp.ptr(); + + + memcpy((void*)tmpinp,(void*)inp1,sizeof(float16_t)*this->fftLen); + arm_mfcc_f16(&mfcc,tmpinp,outp,tmpp); + + ASSERT_EMPTY_TAIL(output); + + ASSERT_SNR(output,ref,(float16_t)SNR_THRESHOLD); + + ASSERT_CLOSE_ERROR(output,ref,ABS_ERROR,REL_ERROR); + + } + + + void MFCCF16::setUp(Testing::testID_t id,std::vector& params,Client::PatternMgr *mgr) + { + + (void)params; + + Testing::nbSamples_t nb=MAX_NB_SAMPLES; + + + switch(id) + { + case MFCCF16::TEST_MFCC_F16_1: + { + nb = 256; + this->fftLen = nb; + ref.reload(MFCCF16::REF_MFCC_256_F16_ID,mgr,nb); + input1.reload(MFCCF16::INPUTS_MFCC_256_F16_ID,mgr,nb); + arm_mfcc_init_f16(&mfcc, + nb,20,13,mfcc_dct_coefs_config1_f16, + mfcc_filter_pos_config3_f16,mfcc_filter_len_config3_f16, + mfcc_filter_coefs_config3_f16, + mfcc_window_coefs_config3_f16); + tmp.create(2*nb,MFCCF16::TMP_MFCC_F16_ID,mgr); + tmpin.create(nb,MFCCF16::TMPIN_MFCC_F16_ID,mgr); + } + break; + + case MFCCF16::TEST_MFCC_F16_2: + { + nb = 512; + this->fftLen = nb; + ref.reload(MFCCF16::REF_MFCC_512_F16_ID,mgr,nb); + input1.reload(MFCCF16::INPUTS_MFCC_512_F16_ID,mgr,nb); + arm_mfcc_init_f16(&mfcc, + nb,20,13,mfcc_dct_coefs_config1_f16, + mfcc_filter_pos_config2_f16,mfcc_filter_len_config2_f16, + mfcc_filter_coefs_config2_f16, + mfcc_window_coefs_config2_f16); + tmp.create(2*nb,MFCCF16::TMP_MFCC_F16_ID,mgr); + tmpin.create(nb,MFCCF16::TMPIN_MFCC_F16_ID,mgr); + } + break; + case MFCCF16::TEST_MFCC_F16_3: + { + nb = 1024; + this->fftLen = nb; + ref.reload(MFCCF16::REF_MFCC_1024_F16_ID,mgr,nb); + input1.reload(MFCCF16::INPUTS_MFCC_1024_F16_ID,mgr,nb); + arm_mfcc_init_f16(&mfcc, + nb,20,13,mfcc_dct_coefs_config1_f16, + mfcc_filter_pos_config1_f16,mfcc_filter_len_config1_f16, + mfcc_filter_coefs_config1_f16, + mfcc_window_coefs_config1_f16); + tmp.create(2*nb,MFCCF16::TMP_MFCC_F16_ID,mgr); + tmpin.create(nb,MFCCF16::TMPIN_MFCC_F16_ID,mgr); + + } + break; + + } + + + output.create(ref.nbSamples(),MFCCF16::OUTPUT_MFCC_F16_ID,mgr); + + } + + void MFCCF16::tearDown(Testing::testID_t id,Client::PatternMgr *mgr) + { + (void)id; + (void)mgr; + //output.dump(mgr); + } diff --git a/Testing/Source/Tests/mfccdata_f16.c b/Testing/Source/Tests/mfccdata_f16.c new file mode 100755 index 00000000..857c5aed --- /dev/null +++ b/Testing/Source/Tests/mfccdata_f16.c @@ -0,0 +1,437 @@ +#include "mfccdata_f16.h" + +#if defined(ARM_FLOAT16_SUPPORTED) +const float16_t mfcc_dct_coefs_config1_f16[NB_MFCC_DCT_COEFS_CONFIG1_F16]={ +(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f, +(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f,(float16_t)0.316228f, +(float16_t)0.315253f,(float16_t)0.307490f,(float16_t)0.292156f,(float16_t)0.269628f,(float16_t)0.240461f,(float16_t)0.205374f,(float16_t)0.165229f,(float16_t)0.121015f,(float16_t)0.073822f,(float16_t)0.024811f, +(float16_t)-0.024811f,(float16_t)-0.073822f,(float16_t)-0.121015f,(float16_t)-0.165229f,(float16_t)-0.205374f,(float16_t)-0.240461f,(float16_t)-0.269628f,(float16_t)-0.292156f,(float16_t)-0.307490f,(float16_t)-0.315253f, +(float16_t)0.312334f,(float16_t)0.281761f,(float16_t)0.223607f,(float16_t)0.143564f,(float16_t)0.049469f,(float16_t)-0.049469f,(float16_t)-0.143564f,(float16_t)-0.223607f,(float16_t)-0.281761f,(float16_t)-0.312334f, +(float16_t)-0.312334f,(float16_t)-0.281761f,(float16_t)-0.223607f,(float16_t)-0.143564f,(float16_t)-0.049469f,(float16_t)0.049469f,(float16_t)0.143564f,(float16_t)0.223607f,(float16_t)0.281761f,(float16_t)0.312334f, +(float16_t)0.307490f,(float16_t)0.240461f,(float16_t)0.121015f,(float16_t)-0.024811f,(float16_t)-0.165229f,(float16_t)-0.269628f,(float16_t)-0.315253f,(float16_t)-0.292156f,(float16_t)-0.205374f,(float16_t)-0.073822f, +(float16_t)0.073822f,(float16_t)0.205374f,(float16_t)0.292156f,(float16_t)0.315253f,(float16_t)0.269628f,(float16_t)0.165229f,(float16_t)0.024811f,(float16_t)-0.121015f,(float16_t)-0.240461f,(float16_t)-0.307490f, +(float16_t)0.300750f,(float16_t)0.185874f,(float16_t)0.000000f,(float16_t)-0.185874f,(float16_t)-0.300750f,(float16_t)-0.300750f,(float16_t)-0.185874f,(float16_t)-0.000000f,(float16_t)0.185874f,(float16_t)0.300750f, +(float16_t)0.300750f,(float16_t)0.185874f,(float16_t)0.000000f,(float16_t)-0.185874f,(float16_t)-0.300750f,(float16_t)-0.300750f,(float16_t)-0.185874f,(float16_t)-0.000000f,(float16_t)0.185874f,(float16_t)0.300750f, +(float16_t)0.292156f,(float16_t)0.121015f,(float16_t)-0.121015f,(float16_t)-0.292156f,(float16_t)-0.292156f,(float16_t)-0.121015f,(float16_t)0.121015f,(float16_t)0.292156f,(float16_t)0.292156f,(float16_t)0.121015f, +(float16_t)-0.121015f,(float16_t)-0.292156f,(float16_t)-0.292156f,(float16_t)-0.121015f,(float16_t)0.121015f,(float16_t)0.292156f,(float16_t)0.292156f,(float16_t)0.121015f,(float16_t)-0.121015f,(float16_t)-0.292156f, +(float16_t)0.281761f,(float16_t)0.049469f,(float16_t)-0.223607f,(float16_t)-0.312334f,(float16_t)-0.143564f,(float16_t)0.143564f,(float16_t)0.312334f,(float16_t)0.223607f,(float16_t)-0.049469f,(float16_t)-0.281761f, +(float16_t)-0.281761f,(float16_t)-0.049469f,(float16_t)0.223607f,(float16_t)0.312334f,(float16_t)0.143564f,(float16_t)-0.143564f,(float16_t)-0.312334f,(float16_t)-0.223607f,(float16_t)0.049469f,(float16_t)0.281761f, +(float16_t)0.269628f,(float16_t)-0.024811f,(float16_t)-0.292156f,(float16_t)-0.240461f,(float16_t)0.073822f,(float16_t)0.307490f,(float16_t)0.205374f,(float16_t)-0.121015f,(float16_t)-0.315253f,(float16_t)-0.165229f, +(float16_t)0.165229f,(float16_t)0.315253f,(float16_t)0.121015f,(float16_t)-0.205374f,(float16_t)-0.307490f,(float16_t)-0.073822f,(float16_t)0.240461f,(float16_t)0.292156f,(float16_t)0.024811f,(float16_t)-0.269628f, +(float16_t)0.255834f,(float16_t)-0.097720f,(float16_t)-0.316228f,(float16_t)-0.097720f,(float16_t)0.255834f,(float16_t)0.255834f,(float16_t)-0.097720f,(float16_t)-0.316228f,(float16_t)-0.097720f,(float16_t)0.255834f, +(float16_t)0.255834f,(float16_t)-0.097720f,(float16_t)-0.316228f,(float16_t)-0.097720f,(float16_t)0.255834f,(float16_t)0.255834f,(float16_t)-0.097720f,(float16_t)-0.316228f,(float16_t)-0.097720f,(float16_t)0.255834f, +(float16_t)0.240461f,(float16_t)-0.165229f,(float16_t)-0.292156f,(float16_t)0.073822f,(float16_t)0.315253f,(float16_t)0.024811f,(float16_t)-0.307490f,(float16_t)-0.121015f,(float16_t)0.269628f,(float16_t)0.205374f, +(float16_t)-0.205374f,(float16_t)-0.269628f,(float16_t)0.121015f,(float16_t)0.307490f,(float16_t)-0.024811f,(float16_t)-0.315253f,(float16_t)-0.073822f,(float16_t)0.292156f,(float16_t)0.165229f,(float16_t)-0.240461f, +(float16_t)0.223607f,(float16_t)-0.223607f,(float16_t)-0.223607f,(float16_t)0.223607f,(float16_t)0.223607f,(float16_t)-0.223607f,(float16_t)-0.223607f,(float16_t)0.223607f,(float16_t)0.223607f,(float16_t)-0.223607f, +(float16_t)-0.223607f,(float16_t)0.223607f,(float16_t)0.223607f,(float16_t)-0.223607f,(float16_t)-0.223607f,(float16_t)0.223607f,(float16_t)0.223607f,(float16_t)-0.223607f,(float16_t)-0.223607f,(float16_t)0.223607f, +(float16_t)0.205374f,(float16_t)-0.269628f,(float16_t)-0.121015f,(float16_t)0.307490f,(float16_t)0.024811f,(float16_t)-0.315253f,(float16_t)0.073822f,(float16_t)0.292156f,(float16_t)-0.165229f,(float16_t)-0.240461f, +(float16_t)0.240461f,(float16_t)0.165229f,(float16_t)-0.292156f,(float16_t)-0.073822f,(float16_t)0.315253f,(float16_t)-0.024811f,(float16_t)-0.307490f,(float16_t)0.121015f,(float16_t)0.269628f,(float16_t)-0.205374f, +(float16_t)0.185874f,(float16_t)-0.300750f,(float16_t)-0.000000f,(float16_t)0.300750f,(float16_t)-0.185874f,(float16_t)-0.185874f,(float16_t)0.300750f,(float16_t)0.000000f,(float16_t)-0.300750f,(float16_t)0.185874f, +(float16_t)0.185874f,(float16_t)-0.300750f,(float16_t)-0.000000f,(float16_t)0.300750f,(float16_t)-0.185874f,(float16_t)-0.185874f,(float16_t)0.300750f,(float16_t)-0.000000f,(float16_t)-0.300750f,(float16_t)0.185874f, +}; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + + +#if defined(ARM_FLOAT16_SUPPORTED) +const float16_t mfcc_window_coefs_config1_f16[NB_MFCC_WIN_COEFS_CONFIG1_F16]={ +(float16_t)0.080000f,(float16_t)0.080009f,(float16_t)0.080035f,(float16_t)0.080078f,(float16_t)0.080139f,(float16_t)0.080216f,(float16_t)0.080312f,(float16_t)0.080424f,(float16_t)0.080554f,(float16_t)0.080701f, +(float16_t)0.080866f,(float16_t)0.081047f,(float16_t)0.081246f,(float16_t)0.081463f,(float16_t)0.081696f,(float16_t)0.081947f,(float16_t)0.082215f,(float16_t)0.082500f,(float16_t)0.082803f,(float16_t)0.083123f, +(float16_t)0.083459f,(float16_t)0.083814f,(float16_t)0.084185f,(float16_t)0.084573f,(float16_t)0.084979f,(float16_t)0.085402f,(float16_t)0.085841f,(float16_t)0.086298f,(float16_t)0.086772f,(float16_t)0.087263f, +(float16_t)0.087771f,(float16_t)0.088297f,(float16_t)0.088839f,(float16_t)0.089398f,(float16_t)0.089974f,(float16_t)0.090567f,(float16_t)0.091177f,(float16_t)0.091804f,(float16_t)0.092448f,(float16_t)0.093108f, +(float16_t)0.093786f,(float16_t)0.094480f,(float16_t)0.095191f,(float16_t)0.095919f,(float16_t)0.096663f,(float16_t)0.097424f,(float16_t)0.098202f,(float16_t)0.098996f,(float16_t)0.099807f,(float16_t)0.100635f, 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+(float16_t)0.154417f,(float16_t)0.152885f,(float16_t)0.151367f,(float16_t)0.149865f,(float16_t)0.148377f,(float16_t)0.146903f,(float16_t)0.145445f,(float16_t)0.144001f,(float16_t)0.142572f,(float16_t)0.141159f, +(float16_t)0.139760f,(float16_t)0.138376f,(float16_t)0.137008f,(float16_t)0.135654f,(float16_t)0.134316f,(float16_t)0.132993f,(float16_t)0.131686f,(float16_t)0.130394f,(float16_t)0.129117f,(float16_t)0.127856f, +(float16_t)0.126610f,(float16_t)0.125380f,(float16_t)0.124165f,(float16_t)0.122966f,(float16_t)0.121783f,(float16_t)0.120615f,(float16_t)0.119464f,(float16_t)0.118328f,(float16_t)0.117208f,(float16_t)0.116104f, +(float16_t)0.115015f,(float16_t)0.113943f,(float16_t)0.112887f,(float16_t)0.111847f,(float16_t)0.110823f,(float16_t)0.109816f,(float16_t)0.108824f,(float16_t)0.107849f,(float16_t)0.106890f,(float16_t)0.105947f, +(float16_t)0.105021f,(float16_t)0.104111f,(float16_t)0.103217f,(float16_t)0.102340f,(float16_t)0.101479f,(float16_t)0.100635f,(float16_t)0.099807f,(float16_t)0.098996f,(float16_t)0.098202f,(float16_t)0.097424f, +(float16_t)0.096663f,(float16_t)0.095919f,(float16_t)0.095191f,(float16_t)0.094480f,(float16_t)0.093786f,(float16_t)0.093108f,(float16_t)0.092448f,(float16_t)0.091804f,(float16_t)0.091177f,(float16_t)0.090567f, +(float16_t)0.089974f,(float16_t)0.089398f,(float16_t)0.088839f,(float16_t)0.088297f,(float16_t)0.087771f,(float16_t)0.087263f,(float16_t)0.086772f,(float16_t)0.086298f,(float16_t)0.085841f,(float16_t)0.085402f, +(float16_t)0.084979f,(float16_t)0.084573f,(float16_t)0.084185f,(float16_t)0.083814f,(float16_t)0.083459f,(float16_t)0.083123f,(float16_t)0.082803f,(float16_t)0.082500f,(float16_t)0.082215f,(float16_t)0.081947f, +(float16_t)0.081696f,(float16_t)0.081463f,(float16_t)0.081246f,(float16_t)0.081047f,(float16_t)0.080866f,(float16_t)0.080701f,(float16_t)0.080554f,(float16_t)0.080424f,(float16_t)0.080312f,(float16_t)0.080216f, +(float16_t)0.080139f,(float16_t)0.080078f,(float16_t)0.080035f,(float16_t)0.080009f,}; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + +#if defined(ARM_FLOAT16_SUPPORTED) +const float16_t mfcc_window_coefs_config2_f16[NB_MFCC_WIN_COEFS_CONFIG2_F16]={ +(float16_t)0.080000f,(float16_t)0.080035f,(float16_t)0.080139f,(float16_t)0.080312f,(float16_t)0.080554f,(float16_t)0.080866f,(float16_t)0.081246f,(float16_t)0.081696f,(float16_t)0.082215f,(float16_t)0.082803f, +(float16_t)0.083459f,(float16_t)0.084185f,(float16_t)0.084979f,(float16_t)0.085841f,(float16_t)0.086772f,(float16_t)0.087771f,(float16_t)0.088839f,(float16_t)0.089974f,(float16_t)0.091177f,(float16_t)0.092448f, +(float16_t)0.093786f,(float16_t)0.095191f,(float16_t)0.096663f,(float16_t)0.098202f,(float16_t)0.099807f,(float16_t)0.101479f,(float16_t)0.103217f,(float16_t)0.105021f,(float16_t)0.106890f,(float16_t)0.108824f, +(float16_t)0.110823f,(float16_t)0.112887f,(float16_t)0.115015f,(float16_t)0.117208f,(float16_t)0.119464f,(float16_t)0.121783f,(float16_t)0.124165f,(float16_t)0.126610f,(float16_t)0.129117f,(float16_t)0.131686f, +(float16_t)0.134316f,(float16_t)0.137008f,(float16_t)0.139760f,(float16_t)0.142572f,(float16_t)0.145445f,(float16_t)0.148377f,(float16_t)0.151367f,(float16_t)0.154417f,(float16_t)0.157524f,(float16_t)0.160689f, +(float16_t)0.163911f,(float16_t)0.167190f,(float16_t)0.170525f,(float16_t)0.173915f,(float16_t)0.177361f,(float16_t)0.180861f,(float16_t)0.184415f,(float16_t)0.188023f,(float16_t)0.191684f,(float16_t)0.195397f, +(float16_t)0.199162f,(float16_t)0.202979f,(float16_t)0.206846f,(float16_t)0.210764f,(float16_t)0.214731f,(float16_t)0.218747f,(float16_t)0.222811f,(float16_t)0.226924f,(float16_t)0.231083f,(float16_t)0.235289f, +(float16_t)0.239540f,(float16_t)0.243837f,(float16_t)0.248179f,(float16_t)0.252565f,(float16_t)0.256993f,(float16_t)0.261465f,(float16_t)0.265978f,(float16_t)0.270533f,(float16_t)0.275128f,(float16_t)0.279763f, +(float16_t)0.284438f,(float16_t)0.289151f,(float16_t)0.293901f,(float16_t)0.298689f,(float16_t)0.303513f,(float16_t)0.308372f,(float16_t)0.313267f,(float16_t)0.318195f,(float16_t)0.323157f,(float16_t)0.328152f, +(float16_t)0.333179f,(float16_t)0.338237f,(float16_t)0.343325f,(float16_t)0.348442f,(float16_t)0.353589f,(float16_t)0.358764f,(float16_t)0.363966f,(float16_t)0.369194f,(float16_t)0.374448f,(float16_t)0.379727f, +(float16_t)0.385031f,(float16_t)0.390357f,(float16_t)0.395706f,(float16_t)0.401077f,(float16_t)0.406469f,(float16_t)0.411881f,(float16_t)0.417312f,(float16_t)0.422762f,(float16_t)0.428229f,(float16_t)0.433713f, +(float16_t)0.439213f,(float16_t)0.444729f,(float16_t)0.450258f,(float16_t)0.455802f,(float16_t)0.461358f,(float16_t)0.466925f,(float16_t)0.472504f,(float16_t)0.478093f,(float16_t)0.483691f,(float16_t)0.489298f, +(float16_t)0.494912f,(float16_t)0.500533f,(float16_t)0.506160f,(float16_t)0.511792f,(float16_t)0.517429f,(float16_t)0.523069f,(float16_t)0.528711f,(float16_t)0.534355f,(float16_t)0.540000f,(float16_t)0.545645f, +(float16_t)0.551289f,(float16_t)0.556931f,(float16_t)0.562571f,(float16_t)0.568208f,(float16_t)0.573840f,(float16_t)0.579467f,(float16_t)0.585088f,(float16_t)0.590702f,(float16_t)0.596309f,(float16_t)0.601907f, +(float16_t)0.607496f,(float16_t)0.613075f,(float16_t)0.618642f,(float16_t)0.624198f,(float16_t)0.629742f,(float16_t)0.635271f,(float16_t)0.640787f,(float16_t)0.646287f,(float16_t)0.651771f,(float16_t)0.657238f, +(float16_t)0.662688f,(float16_t)0.668119f,(float16_t)0.673531f,(float16_t)0.678923f,(float16_t)0.684294f,(float16_t)0.689643f,(float16_t)0.694969f,(float16_t)0.700273f,(float16_t)0.705552f,(float16_t)0.710806f, +(float16_t)0.716034f,(float16_t)0.721236f,(float16_t)0.726411f,(float16_t)0.731558f,(float16_t)0.736675f,(float16_t)0.741763f,(float16_t)0.746821f,(float16_t)0.751848f,(float16_t)0.756842f,(float16_t)0.761805f, +(float16_t)0.766733f,(float16_t)0.771628f,(float16_t)0.776487f,(float16_t)0.781311f,(float16_t)0.786099f,(float16_t)0.790850f,(float16_t)0.795562f,(float16_t)0.800237f,(float16_t)0.804872f,(float16_t)0.809467f, 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+(float16_t)0.955835f,(float16_t)0.958217f,(float16_t)0.960536f,(float16_t)0.962792f,(float16_t)0.964985f,(float16_t)0.967113f,(float16_t)0.969177f,(float16_t)0.971176f,(float16_t)0.973110f,(float16_t)0.974979f, +(float16_t)0.976783f,(float16_t)0.978521f,(float16_t)0.980193f,(float16_t)0.981798f,(float16_t)0.983337f,(float16_t)0.984809f,(float16_t)0.986214f,(float16_t)0.987552f,(float16_t)0.988823f,(float16_t)0.990026f, +(float16_t)0.991161f,(float16_t)0.992229f,(float16_t)0.993228f,(float16_t)0.994159f,(float16_t)0.995021f,(float16_t)0.995815f,(float16_t)0.996541f,(float16_t)0.997197f,(float16_t)0.997785f,(float16_t)0.998304f, +(float16_t)0.998754f,(float16_t)0.999134f,(float16_t)0.999446f,(float16_t)0.999688f,(float16_t)0.999861f,(float16_t)0.999965f,(float16_t)1.000000f,(float16_t)0.999965f,(float16_t)0.999861f,(float16_t)0.999688f, +(float16_t)0.999446f,(float16_t)0.999134f,(float16_t)0.998754f,(float16_t)0.998304f,(float16_t)0.997785f,(float16_t)0.997197f,(float16_t)0.996541f,(float16_t)0.995815f,(float16_t)0.995021f,(float16_t)0.994159f, +(float16_t)0.993228f,(float16_t)0.992229f,(float16_t)0.991161f,(float16_t)0.990026f,(float16_t)0.988823f,(float16_t)0.987552f,(float16_t)0.986214f,(float16_t)0.984809f,(float16_t)0.983337f,(float16_t)0.981798f, +(float16_t)0.980193f,(float16_t)0.978521f,(float16_t)0.976783f,(float16_t)0.974979f,(float16_t)0.973110f,(float16_t)0.971176f,(float16_t)0.969177f,(float16_t)0.967113f,(float16_t)0.964985f,(float16_t)0.962792f, +(float16_t)0.960536f,(float16_t)0.958217f,(float16_t)0.955835f,(float16_t)0.953390f,(float16_t)0.950883f,(float16_t)0.948314f,(float16_t)0.945684f,(float16_t)0.942992f,(float16_t)0.940240f,(float16_t)0.937428f, +(float16_t)0.934555f,(float16_t)0.931623f,(float16_t)0.928633f,(float16_t)0.925583f,(float16_t)0.922476f,(float16_t)0.919311f,(float16_t)0.916089f,(float16_t)0.912810f,(float16_t)0.909475f,(float16_t)0.906085f, +(float16_t)0.902639f,(float16_t)0.899139f,(float16_t)0.895585f,(float16_t)0.891977f,(float16_t)0.888316f,(float16_t)0.884603f,(float16_t)0.880838f,(float16_t)0.877021f,(float16_t)0.873154f,(float16_t)0.869236f, +(float16_t)0.865269f,(float16_t)0.861253f,(float16_t)0.857189f,(float16_t)0.853076f,(float16_t)0.848917f,(float16_t)0.844711f,(float16_t)0.840460f,(float16_t)0.836163f,(float16_t)0.831821f,(float16_t)0.827435f, +(float16_t)0.823007f,(float16_t)0.818535f,(float16_t)0.814022f,(float16_t)0.809467f,(float16_t)0.804872f,(float16_t)0.800237f,(float16_t)0.795562f,(float16_t)0.790850f,(float16_t)0.786099f,(float16_t)0.781311f, +(float16_t)0.776487f,(float16_t)0.771628f,(float16_t)0.766733f,(float16_t)0.761805f,(float16_t)0.756842f,(float16_t)0.751848f,(float16_t)0.746821f,(float16_t)0.741763f,(float16_t)0.736675f,(float16_t)0.731558f, +(float16_t)0.726411f,(float16_t)0.721236f,(float16_t)0.716034f,(float16_t)0.710806f,(float16_t)0.705552f,(float16_t)0.700273f,(float16_t)0.694969f,(float16_t)0.689643f,(float16_t)0.684294f,(float16_t)0.678923f, +(float16_t)0.673531f,(float16_t)0.668119f,(float16_t)0.662688f,(float16_t)0.657238f,(float16_t)0.651771f,(float16_t)0.646287f,(float16_t)0.640787f,(float16_t)0.635271f,(float16_t)0.629742f,(float16_t)0.624198f, +(float16_t)0.618642f,(float16_t)0.613075f,(float16_t)0.607496f,(float16_t)0.601907f,(float16_t)0.596309f,(float16_t)0.590702f,(float16_t)0.585088f,(float16_t)0.579467f,(float16_t)0.573840f,(float16_t)0.568208f, +(float16_t)0.562571f,(float16_t)0.556931f,(float16_t)0.551289f,(float16_t)0.545645f,(float16_t)0.540000f,(float16_t)0.534355f,(float16_t)0.528711f,(float16_t)0.523069f,(float16_t)0.517429f,(float16_t)0.511792f, +(float16_t)0.506160f,(float16_t)0.500533f,(float16_t)0.494912f,(float16_t)0.489298f,(float16_t)0.483691f,(float16_t)0.478093f,(float16_t)0.472504f,(float16_t)0.466925f,(float16_t)0.461358f,(float16_t)0.455802f, +(float16_t)0.450258f,(float16_t)0.444729f,(float16_t)0.439213f,(float16_t)0.433713f,(float16_t)0.428229f,(float16_t)0.422762f,(float16_t)0.417312f,(float16_t)0.411881f,(float16_t)0.406469f,(float16_t)0.401077f, +(float16_t)0.395706f,(float16_t)0.390357f,(float16_t)0.385031f,(float16_t)0.379727f,(float16_t)0.374448f,(float16_t)0.369194f,(float16_t)0.363966f,(float16_t)0.358764f,(float16_t)0.353589f,(float16_t)0.348442f, +(float16_t)0.343325f,(float16_t)0.338237f,(float16_t)0.333179f,(float16_t)0.328152f,(float16_t)0.323157f,(float16_t)0.318195f,(float16_t)0.313267f,(float16_t)0.308372f,(float16_t)0.303513f,(float16_t)0.298689f, +(float16_t)0.293901f,(float16_t)0.289151f,(float16_t)0.284438f,(float16_t)0.279763f,(float16_t)0.275128f,(float16_t)0.270533f,(float16_t)0.265978f,(float16_t)0.261465f,(float16_t)0.256993f,(float16_t)0.252565f, +(float16_t)0.248179f,(float16_t)0.243837f,(float16_t)0.239540f,(float16_t)0.235289f,(float16_t)0.231083f,(float16_t)0.226924f,(float16_t)0.222811f,(float16_t)0.218747f,(float16_t)0.214731f,(float16_t)0.210764f, +(float16_t)0.206846f,(float16_t)0.202979f,(float16_t)0.199162f,(float16_t)0.195397f,(float16_t)0.191684f,(float16_t)0.188023f,(float16_t)0.184415f,(float16_t)0.180861f,(float16_t)0.177361f,(float16_t)0.173915f, +(float16_t)0.170525f,(float16_t)0.167190f,(float16_t)0.163911f,(float16_t)0.160689f,(float16_t)0.157524f,(float16_t)0.154417f,(float16_t)0.151367f,(float16_t)0.148377f,(float16_t)0.145445f,(float16_t)0.142572f, +(float16_t)0.139760f,(float16_t)0.137008f,(float16_t)0.134316f,(float16_t)0.131686f,(float16_t)0.129117f,(float16_t)0.126610f,(float16_t)0.124165f,(float16_t)0.121783f,(float16_t)0.119464f,(float16_t)0.117208f, +(float16_t)0.115015f,(float16_t)0.112887f,(float16_t)0.110823f,(float16_t)0.108824f,(float16_t)0.106890f,(float16_t)0.105021f,(float16_t)0.103217f,(float16_t)0.101479f,(float16_t)0.099807f,(float16_t)0.098202f, +(float16_t)0.096663f,(float16_t)0.095191f,(float16_t)0.093786f,(float16_t)0.092448f,(float16_t)0.091177f,(float16_t)0.089974f,(float16_t)0.088839f,(float16_t)0.087771f,(float16_t)0.086772f,(float16_t)0.085841f, +(float16_t)0.084979f,(float16_t)0.084185f,(float16_t)0.083459f,(float16_t)0.082803f,(float16_t)0.082215f,(float16_t)0.081696f,(float16_t)0.081246f,(float16_t)0.080866f,(float16_t)0.080554f,(float16_t)0.080312f, +(float16_t)0.080139f,(float16_t)0.080035f,}; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + +#if defined(ARM_FLOAT16_SUPPORTED) +const float16_t mfcc_window_coefs_config3_f16[NB_MFCC_WIN_COEFS_CONFIG3_F16]={ +(float16_t)0.080000f,(float16_t)0.080139f,(float16_t)0.080554f,(float16_t)0.081246f,(float16_t)0.082215f,(float16_t)0.083459f,(float16_t)0.084979f,(float16_t)0.086772f,(float16_t)0.088839f,(float16_t)0.091177f, +(float16_t)0.093786f,(float16_t)0.096663f,(float16_t)0.099807f,(float16_t)0.103217f,(float16_t)0.106890f,(float16_t)0.110823f,(float16_t)0.115015f,(float16_t)0.119464f,(float16_t)0.124165f,(float16_t)0.129117f, +(float16_t)0.134316f,(float16_t)0.139760f,(float16_t)0.145445f,(float16_t)0.151367f,(float16_t)0.157524f,(float16_t)0.163911f,(float16_t)0.170525f,(float16_t)0.177361f,(float16_t)0.184415f,(float16_t)0.191684f, +(float16_t)0.199162f,(float16_t)0.206846f,(float16_t)0.214731f,(float16_t)0.222811f,(float16_t)0.231083f,(float16_t)0.239540f,(float16_t)0.248179f,(float16_t)0.256993f,(float16_t)0.265978f,(float16_t)0.275128f, +(float16_t)0.284438f,(float16_t)0.293901f,(float16_t)0.303513f,(float16_t)0.313267f,(float16_t)0.323157f,(float16_t)0.333179f,(float16_t)0.343325f,(float16_t)0.353589f,(float16_t)0.363966f,(float16_t)0.374448f, +(float16_t)0.385031f,(float16_t)0.395706f,(float16_t)0.406469f,(float16_t)0.417312f,(float16_t)0.428229f,(float16_t)0.439213f,(float16_t)0.450258f,(float16_t)0.461358f,(float16_t)0.472504f,(float16_t)0.483691f, +(float16_t)0.494912f,(float16_t)0.506160f,(float16_t)0.517429f,(float16_t)0.528711f,(float16_t)0.540000f,(float16_t)0.551289f,(float16_t)0.562571f,(float16_t)0.573840f,(float16_t)0.585088f,(float16_t)0.596309f, +(float16_t)0.607496f,(float16_t)0.618642f,(float16_t)0.629742f,(float16_t)0.640787f,(float16_t)0.651771f,(float16_t)0.662688f,(float16_t)0.673531f,(float16_t)0.684294f,(float16_t)0.694969f,(float16_t)0.705552f, +(float16_t)0.716034f,(float16_t)0.726411f,(float16_t)0.736675f,(float16_t)0.746821f,(float16_t)0.756842f,(float16_t)0.766733f,(float16_t)0.776487f,(float16_t)0.786099f,(float16_t)0.795562f,(float16_t)0.804872f, +(float16_t)0.814022f,(float16_t)0.823007f,(float16_t)0.831821f,(float16_t)0.840460f,(float16_t)0.848917f,(float16_t)0.857189f,(float16_t)0.865269f,(float16_t)0.873154f,(float16_t)0.880838f,(float16_t)0.888316f, +(float16_t)0.895585f,(float16_t)0.902639f,(float16_t)0.909475f,(float16_t)0.916089f,(float16_t)0.922476f,(float16_t)0.928633f,(float16_t)0.934555f,(float16_t)0.940240f,(float16_t)0.945684f,(float16_t)0.950883f, +(float16_t)0.955835f,(float16_t)0.960536f,(float16_t)0.964985f,(float16_t)0.969177f,(float16_t)0.973110f,(float16_t)0.976783f,(float16_t)0.980193f,(float16_t)0.983337f,(float16_t)0.986214f,(float16_t)0.988823f, +(float16_t)0.991161f,(float16_t)0.993228f,(float16_t)0.995021f,(float16_t)0.996541f,(float16_t)0.997785f,(float16_t)0.998754f,(float16_t)0.999446f,(float16_t)0.999861f,(float16_t)1.000000f,(float16_t)0.999861f, +(float16_t)0.999446f,(float16_t)0.998754f,(float16_t)0.997785f,(float16_t)0.996541f,(float16_t)0.995021f,(float16_t)0.993228f,(float16_t)0.991161f,(float16_t)0.988823f,(float16_t)0.986214f,(float16_t)0.983337f, +(float16_t)0.980193f,(float16_t)0.976783f,(float16_t)0.973110f,(float16_t)0.969177f,(float16_t)0.964985f,(float16_t)0.960536f,(float16_t)0.955835f,(float16_t)0.950883f,(float16_t)0.945684f,(float16_t)0.940240f, +(float16_t)0.934555f,(float16_t)0.928633f,(float16_t)0.922476f,(float16_t)0.916089f,(float16_t)0.909475f,(float16_t)0.902639f,(float16_t)0.895585f,(float16_t)0.888316f,(float16_t)0.880838f,(float16_t)0.873154f, +(float16_t)0.865269f,(float16_t)0.857189f,(float16_t)0.848917f,(float16_t)0.840460f,(float16_t)0.831821f,(float16_t)0.823007f,(float16_t)0.814022f,(float16_t)0.804872f,(float16_t)0.795562f,(float16_t)0.786099f, +(float16_t)0.776487f,(float16_t)0.766733f,(float16_t)0.756842f,(float16_t)0.746821f,(float16_t)0.736675f,(float16_t)0.726411f,(float16_t)0.716034f,(float16_t)0.705552f,(float16_t)0.694969f,(float16_t)0.684294f, +(float16_t)0.673531f,(float16_t)0.662688f,(float16_t)0.651771f,(float16_t)0.640787f,(float16_t)0.629742f,(float16_t)0.618642f,(float16_t)0.607496f,(float16_t)0.596309f,(float16_t)0.585088f,(float16_t)0.573840f, +(float16_t)0.562571f,(float16_t)0.551289f,(float16_t)0.540000f,(float16_t)0.528711f,(float16_t)0.517429f,(float16_t)0.506160f,(float16_t)0.494912f,(float16_t)0.483691f,(float16_t)0.472504f,(float16_t)0.461358f, +(float16_t)0.450258f,(float16_t)0.439213f,(float16_t)0.428229f,(float16_t)0.417312f,(float16_t)0.406469f,(float16_t)0.395706f,(float16_t)0.385031f,(float16_t)0.374448f,(float16_t)0.363966f,(float16_t)0.353589f, +(float16_t)0.343325f,(float16_t)0.333179f,(float16_t)0.323157f,(float16_t)0.313267f,(float16_t)0.303513f,(float16_t)0.293901f,(float16_t)0.284438f,(float16_t)0.275128f,(float16_t)0.265978f,(float16_t)0.256993f, +(float16_t)0.248179f,(float16_t)0.239540f,(float16_t)0.231083f,(float16_t)0.222811f,(float16_t)0.214731f,(float16_t)0.206846f,(float16_t)0.199162f,(float16_t)0.191684f,(float16_t)0.184415f,(float16_t)0.177361f, +(float16_t)0.170525f,(float16_t)0.163911f,(float16_t)0.157524f,(float16_t)0.151367f,(float16_t)0.145445f,(float16_t)0.139760f,(float16_t)0.134316f,(float16_t)0.129117f,(float16_t)0.124165f,(float16_t)0.119464f, +(float16_t)0.115015f,(float16_t)0.110823f,(float16_t)0.106890f,(float16_t)0.103217f,(float16_t)0.099807f,(float16_t)0.096663f,(float16_t)0.093786f,(float16_t)0.091177f,(float16_t)0.088839f,(float16_t)0.086772f, +(float16_t)0.084979f,(float16_t)0.083459f,(float16_t)0.082215f,(float16_t)0.081246f,(float16_t)0.080554f,(float16_t)0.080139f,}; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + + +const uint32_t mfcc_filter_pos_config1_f16[NB_MFCC_NB_FILTER_CONFIG1_F16]={ +5,11,17,25,33,43,54,66,79,94, +111,131,152,176,203,234,268,306,349,397, +}; +const uint32_t mfcc_filter_len_config1_f16[NB_MFCC_NB_FILTER_CONFIG1_F16]={ +12,14,16,18,21,23,25,28,32,37, +41,45,51,58,65,72,81,91,103,115, +}; + +const uint32_t mfcc_filter_pos_config2_f16[NB_MFCC_NB_FILTER_CONFIG2_F16]={ +3,6,9,13,17,22,27,33,40,47, +56,66,76,88,102,117,134,153,175,199, +}; +const uint32_t mfcc_filter_len_config2_f16[NB_MFCC_NB_FILTER_CONFIG2_F16]={ +6,7,8,9,10,11,13,14,16,19, +20,22,26,29,32,36,41,46,51,57, +}; + +const uint32_t mfcc_filter_pos_config3_f16[NB_MFCC_NB_FILTER_CONFIG3_F16]={ +2,3,5,7,9,11,14,17,20,24, +28,33,38,44,51,59,67,77,88,100, +}; +const uint32_t mfcc_filter_len_config3_f16[NB_MFCC_NB_FILTER_CONFIG3_F16]={ +3,4,4,4,5,6,6,7,8,9, +10,11,13,15,16,18,21,23,25,28, +}; + + + +#if defined(ARM_FLOAT16_SUPPORTED) +const float16_t mfcc_filter_coefs_config1_f16[NB_MFCC_FILTER_COEFS_CONFIG1_F16]={ 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+(float16_t)0.577714f,(float16_t)0.559120f,(float16_t)0.540567f,(float16_t)0.522053f,(float16_t)0.503578f,(float16_t)0.485144f,(float16_t)0.466748f,(float16_t)0.448391f,(float16_t)0.430074f,(float16_t)0.411795f, +(float16_t)0.393555f,(float16_t)0.375353f,(float16_t)0.357190f,(float16_t)0.339065f,(float16_t)0.320977f,(float16_t)0.302928f,(float16_t)0.284916f,(float16_t)0.266942f,(float16_t)0.249005f,(float16_t)0.231105f, +(float16_t)0.213242f,(float16_t)0.195416f,(float16_t)0.177627f,(float16_t)0.159875f,(float16_t)0.142159f,(float16_t)0.124479f,(float16_t)0.106835f,(float16_t)0.089227f,(float16_t)0.071656f,(float16_t)0.054119f, +(float16_t)0.036619f,(float16_t)0.019154f,(float16_t)0.001724f,(float16_t)0.002753f,(float16_t)0.022271f,(float16_t)0.041746f,(float16_t)0.061176f,(float16_t)0.080564f,(float16_t)0.099907f,(float16_t)0.119208f, 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+(float16_t)0.875521f,(float16_t)0.893165f,(float16_t)0.910773f,(float16_t)0.928344f,(float16_t)0.945881f,(float16_t)0.963381f,(float16_t)0.980846f,(float16_t)0.998276f,(float16_t)0.984329f,(float16_t)0.966969f, +(float16_t)0.949644f,(float16_t)0.932354f,(float16_t)0.915098f,(float16_t)0.897877f,(float16_t)0.880689f,(float16_t)0.863537f,(float16_t)0.846418f,(float16_t)0.829333f,(float16_t)0.812281f,(float16_t)0.795264f, +(float16_t)0.778279f,(float16_t)0.761329f,(float16_t)0.744411f,(float16_t)0.727526f,(float16_t)0.710675f,(float16_t)0.693856f,(float16_t)0.677070f,(float16_t)0.660317f,(float16_t)0.643596f,(float16_t)0.626907f, +(float16_t)0.610251f,(float16_t)0.593626f,(float16_t)0.577034f,(float16_t)0.560473f,(float16_t)0.543944f,(float16_t)0.527447f,(float16_t)0.510981f,(float16_t)0.494546f,(float16_t)0.478143f,(float16_t)0.461771f, +(float16_t)0.445430f,(float16_t)0.429119f,(float16_t)0.412840f,(float16_t)0.396591f,(float16_t)0.380372f,(float16_t)0.364184f,(float16_t)0.348027f,(float16_t)0.331899f,(float16_t)0.315802f,(float16_t)0.299734f, +(float16_t)0.283697f,(float16_t)0.267689f,(float16_t)0.251710f,(float16_t)0.235762f,(float16_t)0.219842f,(float16_t)0.203952f,(float16_t)0.188091f,(float16_t)0.172260f,(float16_t)0.156457f,(float16_t)0.140683f, +(float16_t)0.124938f,(float16_t)0.109221f,(float16_t)0.093533f,(float16_t)0.077874f,(float16_t)0.062243f,(float16_t)0.046640f,(float16_t)0.031065f,(float16_t)0.015519f,}; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + +#if defined(ARM_FLOAT16_SUPPORTED) +const float16_t mfcc_filter_coefs_config2_f16[NB_MFCC_FILTER_COEFS_CONFIG2_F16]={ +(float16_t)0.329789f,(float16_t)0.663153f,(float16_t)0.984122f,(float16_t)0.706417f,(float16_t)0.407665f,(float16_t)0.118907f,(float16_t)0.293583f,(float16_t)0.592335f,(float16_t)0.881093f,(float16_t)0.839496f, +(float16_t)0.568845f,(float16_t)0.306422f,(float16_t)0.051741f,(float16_t)0.160504f,(float16_t)0.431155f,(float16_t)0.693578f,(float16_t)0.948259f,(float16_t)0.804358f,(float16_t)0.563868f,(float16_t)0.329895f, +(float16_t)0.102097f,(float16_t)0.195642f,(float16_t)0.436132f,(float16_t)0.670105f,(float16_t)0.897903f,(float16_t)0.880155f,(float16_t)0.663777f,(float16_t)0.452689f,(float16_t)0.246640f,(float16_t)0.045394f, +(float16_t)0.119845f,(float16_t)0.336223f,(float16_t)0.547311f,(float16_t)0.753360f,(float16_t)0.954606f,(float16_t)0.848733f,(float16_t)0.656452f,(float16_t)0.468360f,(float16_t)0.284280f,(float16_t)0.104042f, +(float16_t)0.151267f,(float16_t)0.343548f,(float16_t)0.531640f,(float16_t)0.715720f,(float16_t)0.895958f,(float16_t)0.927491f,(float16_t)0.754478f,(float16_t)0.584864f,(float16_t)0.418519f,(float16_t)0.255318f, +(float16_t)0.095146f,(float16_t)0.072509f,(float16_t)0.245522f,(float16_t)0.415136f,(float16_t)0.581481f,(float16_t)0.744682f,(float16_t)0.904854f,(float16_t)0.937891f,(float16_t)0.783449f,(float16_t)0.631722f, +(float16_t)0.482615f,(float16_t)0.336040f,(float16_t)0.191913f,(float16_t)0.050152f,(float16_t)0.062109f,(float16_t)0.216551f,(float16_t)0.368278f,(float16_t)0.517385f,(float16_t)0.663960f,(float16_t)0.808087f, +(float16_t)0.949848f,(float16_t)0.910681f,(float16_t)0.773427f,(float16_t)0.638322f,(float16_t)0.505298f,(float16_t)0.374294f,(float16_t)0.245247f,(float16_t)0.118101f,(float16_t)0.089319f,(float16_t)0.226573f, +(float16_t)0.361678f,(float16_t)0.494702f,(float16_t)0.625706f,(float16_t)0.754753f,(float16_t)0.881899f,(float16_t)0.992800f,(float16_t)0.869293f,(float16_t)0.747527f,(float16_t)0.627454f,(float16_t)0.509029f, +(float16_t)0.392207f,(float16_t)0.276944f,(float16_t)0.163200f,(float16_t)0.050935f,(float16_t)0.007200f,(float16_t)0.130707f,(float16_t)0.252473f,(float16_t)0.372546f,(float16_t)0.490971f,(float16_t)0.607793f, +(float16_t)0.723056f,(float16_t)0.836800f,(float16_t)0.949065f,(float16_t)0.940111f,(float16_t)0.830692f,(float16_t)0.722642f,(float16_t)0.615928f,(float16_t)0.510517f,(float16_t)0.406378f,(float16_t)0.303479f, +(float16_t)0.201793f,(float16_t)0.101291f,(float16_t)0.001945f,(float16_t)0.059889f,(float16_t)0.169308f,(float16_t)0.277358f,(float16_t)0.384072f,(float16_t)0.489483f,(float16_t)0.593622f,(float16_t)0.696521f, +(float16_t)0.798207f,(float16_t)0.898709f,(float16_t)0.998055f,(float16_t)0.903729f,(float16_t)0.806619f,(float16_t)0.710588f,(float16_t)0.615614f,(float16_t)0.521674f,(float16_t)0.428744f,(float16_t)0.336804f, +(float16_t)0.245834f,(float16_t)0.155811f,(float16_t)0.066718f,(float16_t)0.096271f,(float16_t)0.193381f,(float16_t)0.289412f,(float16_t)0.384386f,(float16_t)0.478326f,(float16_t)0.571256f,(float16_t)0.663196f, +(float16_t)0.754166f,(float16_t)0.844189f,(float16_t)0.933282f,(float16_t)0.978535f,(float16_t)0.891243f,(float16_t)0.804826f,(float16_t)0.719265f,(float16_t)0.634543f,(float16_t)0.550645f,(float16_t)0.467554f, +(float16_t)0.385255f,(float16_t)0.303734f,(float16_t)0.222975f,(float16_t)0.142965f,(float16_t)0.063689f,(float16_t)0.021465f,(float16_t)0.108757f,(float16_t)0.195174f,(float16_t)0.280735f,(float16_t)0.365457f, +(float16_t)0.449355f,(float16_t)0.532446f,(float16_t)0.614745f,(float16_t)0.696266f,(float16_t)0.777025f,(float16_t)0.857035f,(float16_t)0.936311f,(float16_t)0.985135f,(float16_t)0.907289f,(float16_t)0.830139f, +(float16_t)0.753672f,(float16_t)0.677876f,(float16_t)0.602740f,(float16_t)0.528253f,(float16_t)0.454402f,(float16_t)0.381178f,(float16_t)0.308570f,(float16_t)0.236568f,(float16_t)0.165161f,(float16_t)0.094340f, +(float16_t)0.024095f,(float16_t)0.014865f,(float16_t)0.092711f,(float16_t)0.169861f,(float16_t)0.246328f,(float16_t)0.322124f,(float16_t)0.397260f,(float16_t)0.471747f,(float16_t)0.545597f,(float16_t)0.618822f, +(float16_t)0.691430f,(float16_t)0.763432f,(float16_t)0.834839f,(float16_t)0.905660f,(float16_t)0.975905f,(float16_t)0.954417f,(float16_t)0.885297f,(float16_t)0.816725f,(float16_t)0.748695f,(float16_t)0.681196f, +(float16_t)0.614221f,(float16_t)0.547761f,(float16_t)0.481809f,(float16_t)0.416357f,(float16_t)0.351398f,(float16_t)0.286924f,(float16_t)0.222928f,(float16_t)0.159402f,(float16_t)0.096341f,(float16_t)0.033737f, +(float16_t)0.045583f,(float16_t)0.114703f,(float16_t)0.183275f,(float16_t)0.251305f,(float16_t)0.318804f,(float16_t)0.385779f,(float16_t)0.452239f,(float16_t)0.518191f,(float16_t)0.583643f,(float16_t)0.648602f, +(float16_t)0.713076f,(float16_t)0.777072f,(float16_t)0.840598f,(float16_t)0.903659f,(float16_t)0.966263f,(float16_t)0.971584f,(float16_t)0.909875f,(float16_t)0.848604f,(float16_t)0.787764f,(float16_t)0.727351f, +(float16_t)0.667357f,(float16_t)0.607777f,(float16_t)0.548606f,(float16_t)0.489838f,(float16_t)0.431467f,(float16_t)0.373487f,(float16_t)0.315895f,(float16_t)0.258684f,(float16_t)0.201850f,(float16_t)0.145388f, +(float16_t)0.089293f,(float16_t)0.033559f,(float16_t)0.028416f,(float16_t)0.090125f,(float16_t)0.151396f,(float16_t)0.212236f,(float16_t)0.272649f,(float16_t)0.332643f,(float16_t)0.392223f,(float16_t)0.451394f, +(float16_t)0.510162f,(float16_t)0.568533f,(float16_t)0.626513f,(float16_t)0.684105f,(float16_t)0.741315f,(float16_t)0.798150f,(float16_t)0.854612f,(float16_t)0.910707f,(float16_t)0.966441f,(float16_t)0.978184f, +(float16_t)0.923161f,(float16_t)0.868486f,(float16_t)0.814156f,(float16_t)0.760166f,(float16_t)0.706511f,(float16_t)0.653187f,(float16_t)0.600191f,(float16_t)0.547518f,(float16_t)0.495165f,(float16_t)0.443127f, +(float16_t)0.391401f,(float16_t)0.339983f,(float16_t)0.288869f,(float16_t)0.238056f,(float16_t)0.187541f,(float16_t)0.137319f,(float16_t)0.087388f,(float16_t)0.037744f,(float16_t)0.021816f,(float16_t)0.076839f, +(float16_t)0.131514f,(float16_t)0.185844f,(float16_t)0.239834f,(float16_t)0.293489f,(float16_t)0.346813f,(float16_t)0.399809f,(float16_t)0.452482f,(float16_t)0.504835f,(float16_t)0.556873f,(float16_t)0.608599f, +(float16_t)0.660017f,(float16_t)0.711131f,(float16_t)0.761944f,(float16_t)0.812459f,(float16_t)0.862681f,(float16_t)0.912612f,(float16_t)0.962256f,(float16_t)0.988384f,(float16_t)0.939305f,(float16_t)0.890503f, +(float16_t)0.841975f,(float16_t)0.793719f,(float16_t)0.745730f,(float16_t)0.698008f,(float16_t)0.650547f,(float16_t)0.603346f,(float16_t)0.556401f,(float16_t)0.509711f,(float16_t)0.463272f,(float16_t)0.417081f, +(float16_t)0.371136f,(float16_t)0.325434f,(float16_t)0.279973f,(float16_t)0.234750f,(float16_t)0.189762f,(float16_t)0.145008f,(float16_t)0.100485f,(float16_t)0.056190f,(float16_t)0.012121f,(float16_t)0.011616f, +(float16_t)0.060695f,(float16_t)0.109497f,(float16_t)0.158025f,(float16_t)0.206281f,(float16_t)0.254270f,(float16_t)0.301992f,(float16_t)0.349453f,(float16_t)0.396654f,(float16_t)0.443599f,(float16_t)0.490289f, +(float16_t)0.536728f,(float16_t)0.582919f,(float16_t)0.628864f,(float16_t)0.674566f,(float16_t)0.720027f,(float16_t)0.765250f,(float16_t)0.810238f,(float16_t)0.854992f,(float16_t)0.899515f,(float16_t)0.943810f, +(float16_t)0.987879f,(float16_t)0.968276f,(float16_t)0.924653f,(float16_t)0.881249f,(float16_t)0.838062f,(float16_t)0.795090f,(float16_t)0.752330f,(float16_t)0.709782f,(float16_t)0.667442f,(float16_t)0.625309f, +(float16_t)0.583381f,(float16_t)0.541655f,(float16_t)0.500130f,(float16_t)0.458803f,(float16_t)0.417674f,(float16_t)0.376740f,(float16_t)0.335998f,(float16_t)0.295448f,(float16_t)0.255088f,(float16_t)0.214916f, +(float16_t)0.174929f,(float16_t)0.135127f,(float16_t)0.095508f,(float16_t)0.056069f,(float16_t)0.016810f,(float16_t)0.031724f,(float16_t)0.075347f,(float16_t)0.118751f,(float16_t)0.161938f,(float16_t)0.204910f, +(float16_t)0.247670f,(float16_t)0.290218f,(float16_t)0.332558f,(float16_t)0.374691f,(float16_t)0.416619f,(float16_t)0.458345f,(float16_t)0.499870f,(float16_t)0.541197f,(float16_t)0.582326f,(float16_t)0.623260f, +(float16_t)0.664002f,(float16_t)0.704552f,(float16_t)0.744912f,(float16_t)0.785084f,(float16_t)0.825071f,(float16_t)0.864873f,(float16_t)0.904492f,(float16_t)0.943931f,(float16_t)0.983190f,(float16_t)0.977729f, +(float16_t)0.938824f,(float16_t)0.900093f,(float16_t)0.861535f,(float16_t)0.823149f,(float16_t)0.784933f,(float16_t)0.746885f,(float16_t)0.709004f,(float16_t)0.671288f,(float16_t)0.633737f,(float16_t)0.596348f, +(float16_t)0.559120f,(float16_t)0.522053f,(float16_t)0.485144f,(float16_t)0.448391f,(float16_t)0.411795f,(float16_t)0.375353f,(float16_t)0.339065f,(float16_t)0.302928f,(float16_t)0.266942f,(float16_t)0.231105f, +(float16_t)0.195416f,(float16_t)0.159875f,(float16_t)0.124479f,(float16_t)0.089227f,(float16_t)0.054119f,(float16_t)0.019154f,(float16_t)0.022271f,(float16_t)0.061176f,(float16_t)0.099907f,(float16_t)0.138465f, +(float16_t)0.176851f,(float16_t)0.215067f,(float16_t)0.253115f,(float16_t)0.290996f,(float16_t)0.328712f,(float16_t)0.366263f,(float16_t)0.403652f,(float16_t)0.440880f,(float16_t)0.477947f,(float16_t)0.514856f, +(float16_t)0.551609f,(float16_t)0.588205f,(float16_t)0.624647f,(float16_t)0.660935f,(float16_t)0.697072f,(float16_t)0.733058f,(float16_t)0.768895f,(float16_t)0.804583f,(float16_t)0.840125f,(float16_t)0.875521f, +(float16_t)0.910773f,(float16_t)0.945881f,(float16_t)0.980846f,(float16_t)0.984329f,(float16_t)0.949644f,(float16_t)0.915098f,(float16_t)0.880689f,(float16_t)0.846418f,(float16_t)0.812281f,(float16_t)0.778279f, +(float16_t)0.744411f,(float16_t)0.710675f,(float16_t)0.677070f,(float16_t)0.643596f,(float16_t)0.610251f,(float16_t)0.577034f,(float16_t)0.543944f,(float16_t)0.510981f,(float16_t)0.478143f,(float16_t)0.445430f, +(float16_t)0.412840f,(float16_t)0.380372f,(float16_t)0.348027f,(float16_t)0.315802f,(float16_t)0.283697f,(float16_t)0.251710f,(float16_t)0.219842f,(float16_t)0.188091f,(float16_t)0.156457f,(float16_t)0.124938f, +(float16_t)0.093533f,(float16_t)0.062243f,(float16_t)0.031065f,}; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + +#if defined(ARM_FLOAT16_SUPPORTED) +const float16_t mfcc_filter_coefs_config3_f16[NB_MFCC_FILTER_COEFS_CONFIG3_F16]={ +(float16_t)0.663153f,(float16_t)0.706417f,(float16_t)0.118907f,(float16_t)0.293583f,(float16_t)0.881093f,(float16_t)0.568845f,(float16_t)0.051741f,(float16_t)0.431155f,(float16_t)0.948259f,(float16_t)0.563868f, +(float16_t)0.102097f,(float16_t)0.436132f,(float16_t)0.897903f,(float16_t)0.663777f,(float16_t)0.246640f,(float16_t)0.336223f,(float16_t)0.753360f,(float16_t)0.848733f,(float16_t)0.468360f,(float16_t)0.104042f, +(float16_t)0.151267f,(float16_t)0.531640f,(float16_t)0.895958f,(float16_t)0.754478f,(float16_t)0.418519f,(float16_t)0.095146f,(float16_t)0.245522f,(float16_t)0.581481f,(float16_t)0.904854f,(float16_t)0.783449f, +(float16_t)0.482615f,(float16_t)0.191913f,(float16_t)0.216551f,(float16_t)0.517385f,(float16_t)0.808087f,(float16_t)0.910681f,(float16_t)0.638322f,(float16_t)0.374294f,(float16_t)0.118101f,(float16_t)0.089319f, +(float16_t)0.361678f,(float16_t)0.625706f,(float16_t)0.881899f,(float16_t)0.869293f,(float16_t)0.627454f,(float16_t)0.392207f,(float16_t)0.163200f,(float16_t)0.130707f,(float16_t)0.372546f,(float16_t)0.607793f, +(float16_t)0.836800f,(float16_t)0.940111f,(float16_t)0.722642f,(float16_t)0.510517f,(float16_t)0.303479f,(float16_t)0.101291f,(float16_t)0.059889f,(float16_t)0.277358f,(float16_t)0.489483f,(float16_t)0.696521f, +(float16_t)0.898709f,(float16_t)0.903729f,(float16_t)0.710588f,(float16_t)0.521674f,(float16_t)0.336804f,(float16_t)0.155811f,(float16_t)0.096271f,(float16_t)0.289412f,(float16_t)0.478326f,(float16_t)0.663196f, +(float16_t)0.844189f,(float16_t)0.978535f,(float16_t)0.804826f,(float16_t)0.634543f,(float16_t)0.467554f,(float16_t)0.303734f,(float16_t)0.142965f,(float16_t)0.021465f,(float16_t)0.195174f,(float16_t)0.365457f, +(float16_t)0.532446f,(float16_t)0.696266f,(float16_t)0.857035f,(float16_t)0.985135f,(float16_t)0.830139f,(float16_t)0.677876f,(float16_t)0.528253f,(float16_t)0.381178f,(float16_t)0.236568f,(float16_t)0.094340f, +(float16_t)0.014865f,(float16_t)0.169861f,(float16_t)0.322124f,(float16_t)0.471747f,(float16_t)0.618822f,(float16_t)0.763432f,(float16_t)0.905660f,(float16_t)0.954417f,(float16_t)0.816725f,(float16_t)0.681196f, +(float16_t)0.547761f,(float16_t)0.416357f,(float16_t)0.286924f,(float16_t)0.159402f,(float16_t)0.033737f,(float16_t)0.045583f,(float16_t)0.183275f,(float16_t)0.318804f,(float16_t)0.452239f,(float16_t)0.583643f, +(float16_t)0.713076f,(float16_t)0.840598f,(float16_t)0.966263f,(float16_t)0.909875f,(float16_t)0.787764f,(float16_t)0.667357f,(float16_t)0.548606f,(float16_t)0.431467f,(float16_t)0.315895f,(float16_t)0.201850f, +(float16_t)0.089293f,(float16_t)0.090125f,(float16_t)0.212236f,(float16_t)0.332643f,(float16_t)0.451394f,(float16_t)0.568533f,(float16_t)0.684105f,(float16_t)0.798150f,(float16_t)0.910707f,(float16_t)0.978184f, +(float16_t)0.868486f,(float16_t)0.760166f,(float16_t)0.653187f,(float16_t)0.547518f,(float16_t)0.443127f,(float16_t)0.339983f,(float16_t)0.238056f,(float16_t)0.137319f,(float16_t)0.037744f,(float16_t)0.021816f, +(float16_t)0.131514f,(float16_t)0.239834f,(float16_t)0.346813f,(float16_t)0.452482f,(float16_t)0.556873f,(float16_t)0.660017f,(float16_t)0.761944f,(float16_t)0.862681f,(float16_t)0.962256f,(float16_t)0.939305f, +(float16_t)0.841975f,(float16_t)0.745730f,(float16_t)0.650547f,(float16_t)0.556401f,(float16_t)0.463272f,(float16_t)0.371136f,(float16_t)0.279973f,(float16_t)0.189762f,(float16_t)0.100485f,(float16_t)0.012121f, +(float16_t)0.060695f,(float16_t)0.158025f,(float16_t)0.254270f,(float16_t)0.349453f,(float16_t)0.443599f,(float16_t)0.536728f,(float16_t)0.628864f,(float16_t)0.720027f,(float16_t)0.810238f,(float16_t)0.899515f, +(float16_t)0.987879f,(float16_t)0.924653f,(float16_t)0.838062f,(float16_t)0.752330f,(float16_t)0.667442f,(float16_t)0.583381f,(float16_t)0.500130f,(float16_t)0.417674f,(float16_t)0.335998f,(float16_t)0.255088f, +(float16_t)0.174929f,(float16_t)0.095508f,(float16_t)0.016810f,(float16_t)0.075347f,(float16_t)0.161938f,(float16_t)0.247670f,(float16_t)0.332558f,(float16_t)0.416619f,(float16_t)0.499870f,(float16_t)0.582326f, +(float16_t)0.664002f,(float16_t)0.744912f,(float16_t)0.825071f,(float16_t)0.904492f,(float16_t)0.983190f,(float16_t)0.938824f,(float16_t)0.861535f,(float16_t)0.784933f,(float16_t)0.709004f,(float16_t)0.633737f, +(float16_t)0.559120f,(float16_t)0.485144f,(float16_t)0.411795f,(float16_t)0.339065f,(float16_t)0.266942f,(float16_t)0.195416f,(float16_t)0.124479f,(float16_t)0.054119f,(float16_t)0.061176f,(float16_t)0.138465f, +(float16_t)0.215067f,(float16_t)0.290996f,(float16_t)0.366263f,(float16_t)0.440880f,(float16_t)0.514856f,(float16_t)0.588205f,(float16_t)0.660935f,(float16_t)0.733058f,(float16_t)0.804583f,(float16_t)0.875521f, +(float16_t)0.945881f,(float16_t)0.984329f,(float16_t)0.915098f,(float16_t)0.846418f,(float16_t)0.778279f,(float16_t)0.710675f,(float16_t)0.643596f,(float16_t)0.577034f,(float16_t)0.510981f,(float16_t)0.445430f, +(float16_t)0.380372f,(float16_t)0.315802f,(float16_t)0.251710f,(float16_t)0.188091f,(float16_t)0.124938f,(float16_t)0.062243f,}; +#endif /*defined(ARM_FLOAT16_SUPPORTED) */ + + diff --git a/Testing/desc_f16.txt b/Testing/desc_f16.txt index 9004bffe..53eb8896 100755 --- a/Testing/desc_f16.txt +++ b/Testing/desc_f16.txt @@ -866,6 +866,32 @@ group Root { class = TransformTests folder = Transform + suite MFCC F16 { + class = MFCCF16 + folder = MFCCF16 + + Pattern INPUTS_MFCC_256_F16_ID : MFCCInput_256_1_f16.txt + Pattern REF_MFCC_256_F16_ID : MFCCRef_256_1_f16.txt + + Pattern INPUTS_MFCC_512_F16_ID : MFCCInput_512_1_f16.txt + Pattern REF_MFCC_512_F16_ID : MFCCRef_512_1_f16.txt + + Pattern INPUTS_MFCC_1024_F16_ID : MFCCInput_1024_1_f16.txt + Pattern REF_MFCC_1024_F16_ID : MFCCRef_1024_1_f16.txt + + + Output OUTPUT_MFCC_F16_ID : MFCCOutputs + Output TMP_MFCC_F16_ID : MFCCTmp + Output TMPIN_MFCC_F16_ID : MFCCTmpIn + + Functions { + mfcc_256_f16:test_mfcc_f16 + mfcc_512_f16:test_mfcc_f16 + mfcc_1024_f16:test_mfcc_f16 + } + + } + suite Transform Complex F16 { class = TransformCF16 folder = TransformF16