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diff --git a/Middlewares/Third_Party/ARM/ARM.CMSIS-DSP.1.17.1/Include/dsp/transform_functions_f16.h b/Middlewares/Third_Party/ARM/ARM.CMSIS-DSP.1.17.1/Include/dsp/transform_functions_f16.h
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+/******************************************************************************
+ * @file transform_functions_f16.h
+ * @brief Public header file for CMSIS DSP Library
+ * @version V1.10.0
+ * @date 08 July 2021
+ * Target Processor: Cortex-M and Cortex-A cores
+ ******************************************************************************/
+/*
+ * Copyright (c) 2010-2020 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.
+ */
+
+
+#ifndef TRANSFORM_FUNCTIONS_F16_H_
+#define TRANSFORM_FUNCTIONS_F16_H_
+
+#include "arm_math_types_f16.h"
+#include "arm_math_memory.h"
+
+#include "dsp/none.h"
+#include "dsp/utils.h"
+
+#if !defined(ARM_MIXED_RADIX_FFT)
+#define ARM_MIXED_RADIX_FFT 1
+#endif
+
+#if !defined(ARM_MATH_NEON)
+#if defined(ARM_MFCC_CFFT_BASED)
+#if !defined(ARM_MFCC_USE_CFFT)
+#define ARM_MFCC_USE_CFFT
+#endif
+#endif
+#endif
+
+#ifdef __cplusplus
+extern "C"
+{
+#endif
+
+
+
+#if defined(ARM_FLOAT16_SUPPORTED)
+
+
+ /**
+ * @brief Instance structure for the floating-point CFFT/CIFFT function.
+ */
+ typedef struct
+ {
+ uint16_t fftLen; /**< length of the FFT. */
+ uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */
+ uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */
+ const float16_t *pTwiddle; /**< points to the Twiddle factor table. */
+ const uint16_t *pBitRevTable; /**< points to the bit reversal table. */
+ uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */
+ uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */
+ float16_t onebyfftLen; /**< value of 1/fftLen. */
+ } arm_cfft_radix2_instance_f16;
+
+ /**
+ * @brief Instance structure for the floating-point CFFT/CIFFT function.
+ */
+ typedef struct
+ {
+ uint16_t fftLen; /**< length of the FFT. */
+ uint8_t ifftFlag; /**< flag that selects forward (ifftFlag=0) or inverse (ifftFlag=1) transform. */
+ uint8_t bitReverseFlag; /**< flag that enables (bitReverseFlag=1) or disables (bitReverseFlag=0) bit reversal of output. */
+ const float16_t *pTwiddle; /**< points to the Twiddle factor table. */
+ const uint16_t *pBitRevTable; /**< points to the bit reversal table. */
+ uint16_t twidCoefModifier; /**< twiddle coefficient modifier that supports different size FFTs with the same twiddle factor table. */
+ uint16_t bitRevFactor; /**< bit reversal modifier that supports different size FFTs with the same bit reversal table. */
+ float16_t onebyfftLen; /**< value of 1/fftLen. */
+ } arm_cfft_radix4_instance_f16;
+
+ /**
+ * @brief Instance structure for the floating-point CFFT/CIFFT function.
+ */
+#if defined(ARM_MATH_NEON_FLOAT16)
+typedef struct
+{
+ uint32_t fftLen; /**< length of the FFT. */
+ const float16_t *pTwiddle; /**< points to the Twiddle factor table. */
+ const float16_t *last_twiddles; /**< last stage twiddle used for mixed radix */
+ const uint32_t *factors;
+ int32_t algorithm_flag;
+} arm_cfft_instance_f16;
+#else
+ typedef struct
+ {
+ uint16_t fftLen; /**< length of the FFT. */
+ const float16_t *pTwiddle; /**< points to the Twiddle factor table. */
+ const uint16_t *pBitRevTable; /**< points to the bit reversal table. */
+ uint16_t bitRevLength; /**< bit reversal table length. */
+#if defined(ARM_MATH_MVEF) && !defined(ARM_MATH_AUTOVECTORIZE)
+ const uint32_t *rearranged_twiddle_tab_stride1_arr; /**< Per stage reordered twiddle pointer (offset 1) */ \
+ const uint32_t *rearranged_twiddle_tab_stride2_arr; /**< Per stage reordered twiddle pointer (offset 2) */ \
+ const uint32_t *rearranged_twiddle_tab_stride3_arr; /**< Per stage reordered twiddle pointer (offset 3) */ \
+ const float16_t *rearranged_twiddle_stride1; /**< reordered twiddle offset 1 storage */ \
+ const float16_t *rearranged_twiddle_stride2; /**< reordered twiddle offset 2 storage */ \
+ const float16_t *rearranged_twiddle_stride3;
+#endif
+ } arm_cfft_instance_f16;
+#endif
+
+arm_status arm_cfft_init_4096_f16(arm_cfft_instance_f16 * S);
+arm_status arm_cfft_init_2048_f16(arm_cfft_instance_f16 * S);
+arm_status arm_cfft_init_1024_f16(arm_cfft_instance_f16 * S);
+arm_status arm_cfft_init_512_f16(arm_cfft_instance_f16 * S);
+arm_status arm_cfft_init_256_f16(arm_cfft_instance_f16 * S);
+arm_status arm_cfft_init_128_f16(arm_cfft_instance_f16 * S);
+arm_status arm_cfft_init_64_f16(arm_cfft_instance_f16 * S);
+arm_status arm_cfft_init_32_f16(arm_cfft_instance_f16 * S);
+arm_status arm_cfft_init_16_f16(arm_cfft_instance_f16 * S);
+
+
+ arm_status arm_cfft_init_f16(
+ arm_cfft_instance_f16 * S,
+ uint16_t fftLen);
+
+#if defined(ARM_MATH_NEON_FLOAT16)
+
+extern arm_cfft_instance_f16 *arm_cfft_init_dynamic_f16(uint32_t fftLen);
+
+void arm_cfft_f16(
+ const arm_cfft_instance_f16 * S,
+ const float16_t * pIn,
+ float16_t * pOut,
+ float16_t * pBuffer, /* When used, `in` is not modified */
+ uint8_t ifftFlag);
+#else
+ void arm_cfft_f16(
+ const arm_cfft_instance_f16 * S,
+ float16_t * p1,
+ uint8_t ifftFlag,
+ uint8_t bitReverseFlag);
+#endif
+ /**
+ * @brief Instance structure for the floating-point RFFT/RIFFT function.
+ */
+#if defined(ARM_MATH_NEON_FLOAT16)
+ typedef struct
+ {
+ uint32_t nfft;
+ const float16_t *r_twiddles;
+ const uint32_t *r_factors;
+ const float16_t *r_twiddles_backward;
+ const float16_t *r_twiddles_neon;
+ const float16_t *r_twiddles_neon_backward;
+ const uint32_t *r_factors_neon;
+ const float16_t *r_super_twiddles_neon;
+ } arm_rfft_fast_instance_f16 ;
+#else
+typedef struct
+ {
+ arm_cfft_instance_f16 Sint; /**< Internal CFFT structure. */
+ uint16_t fftLenRFFT; /**< length of the real sequence */
+ const float16_t * pTwiddleRFFT; /**< Twiddle factors real stage */
+ } arm_rfft_fast_instance_f16 ;
+#endif
+
+arm_status arm_rfft_fast_init_32_f16( arm_rfft_fast_instance_f16 * S );
+arm_status arm_rfft_fast_init_64_f16( arm_rfft_fast_instance_f16 * S );
+arm_status arm_rfft_fast_init_128_f16( arm_rfft_fast_instance_f16 * S );
+arm_status arm_rfft_fast_init_256_f16( arm_rfft_fast_instance_f16 * S );
+arm_status arm_rfft_fast_init_512_f16( arm_rfft_fast_instance_f16 * S );
+arm_status arm_rfft_fast_init_1024_f16( arm_rfft_fast_instance_f16 * S );
+arm_status arm_rfft_fast_init_2048_f16( arm_rfft_fast_instance_f16 * S );
+arm_status arm_rfft_fast_init_4096_f16( arm_rfft_fast_instance_f16 * S );
+
+arm_status arm_rfft_fast_init_f16 (
+ arm_rfft_fast_instance_f16 * S,
+ uint16_t fftLen);
+
+#if defined(ARM_MATH_NEON_FLOAT16)
+
+extern arm_rfft_fast_instance_f16 *arm_rfft_fast_init_dynamic_f16 (uint32_t fftLen);
+
+void arm_rfft_fast_f16(
+ const arm_rfft_fast_instance_f16 * S,
+ const float16_t * p,
+ float16_t * pOut,
+ float16_t *tmpbuf,
+ uint8_t ifftFlag);
+#else
+ void arm_rfft_fast_f16(
+ const arm_rfft_fast_instance_f16 * S,
+ float16_t * p, float16_t * pOut,
+ uint8_t ifftFlag);
+#endif
+
+/* Deprecated */
+ arm_status arm_cfft_radix4_init_f16(
+ arm_cfft_radix4_instance_f16 * S,
+ uint16_t fftLen,
+ uint8_t ifftFlag,
+ uint8_t bitReverseFlag);
+
+/* Deprecated */
+ void arm_cfft_radix4_f16(
+ const arm_cfft_radix4_instance_f16 * S,
+ float16_t * pSrc);
+
+
+/* Deprecated */
+ arm_status arm_cfft_radix2_init_f16(
+ arm_cfft_radix2_instance_f16 * S,
+ uint16_t fftLen,
+ uint8_t ifftFlag,
+ uint8_t bitReverseFlag);
+
+/* Deprecated */
+ 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_USE_CFFT)
+ /* 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_32_f16(
+ arm_mfcc_instance_f16 * S,
+ 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 arm_mfcc_init_64_f16(
+ arm_mfcc_instance_f16 * S,
+ 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 arm_mfcc_init_128_f16(
+ arm_mfcc_instance_f16 * S,
+ 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 arm_mfcc_init_256_f16(
+ arm_mfcc_instance_f16 * S,
+ 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 arm_mfcc_init_512_f16(
+ arm_mfcc_instance_f16 * S,
+ 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 arm_mfcc_init_1024_f16(
+ arm_mfcc_instance_f16 * S,
+ 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 arm_mfcc_init_2048_f16(
+ arm_mfcc_instance_f16 * S,
+ 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 arm_mfcc_init_4096_f16(
+ arm_mfcc_instance_f16 * S,
+ 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 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
+ */
+#if defined(ARM_MATH_NEON_FLOAT16)
+void arm_mfcc_f16(
+ const arm_mfcc_instance_f16 * S,
+ float16_t *pSrc,
+ float16_t *pDst,
+ float16_t *pTmp,
+ float16_t *pTmp2
+ );
+#else
+ void arm_mfcc_f16(
+ const arm_mfcc_instance_f16 * S,
+ float16_t *pSrc,
+ float16_t *pDst,
+ float16_t *pTmp
+ );
+#endif
+
+#endif /* defined(ARM_FLOAT16_SUPPORTED)*/
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif /* ifndef _TRANSFORM_FUNCTIONS_F16_H_ */