/******************************************************************************
 * @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 "edge-impulse-sdk/CMSIS/DSP/Include/arm_math_types_f16.h"
#include "edge-impulse-sdk/CMSIS/DSP/Include/arm_math_memory.h"

#include "edge-impulse-sdk/CMSIS/DSP/Include/dsp/none.h"
#include "edge-impulse-sdk/CMSIS/DSP/Include/dsp/utils.h"

#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.
   */
  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;


  arm_status arm_cfft_init_f16(
  arm_cfft_instance_f16 * S,
  uint16_t fftLen);

  void arm_cfft_f16(
  const arm_cfft_instance_f16 * S,
        float16_t * p1,
        uint8_t ifftFlag,
        uint8_t bitReverseFlag);

  /**
   * @brief Instance structure for the floating-point RFFT/RIFFT function.
   */
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 ;

arm_status arm_rfft_fast_init_f16 (
         arm_rfft_fast_instance_f16 * S,
         uint16_t fftLen);


  void arm_rfft_fast_f16(
        const arm_rfft_fast_instance_f16 * S,
        float16_t * p, float16_t * pOut,
        uint8_t ifftFlag);

/* 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_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(
  const arm_mfcc_instance_f16 * S,
  float16_t *pSrc,
  float16_t *pDst,
  float16_t *pTmp
  );

  
#endif /* defined(ARM_FLOAT16_SUPPORTED)*/

#ifdef   __cplusplus
}
#endif

#endif /* ifndef _TRANSFORM_FUNCTIONS_F16_H_ */
