/* libxtract feature extraction library * * Copyright (C) 2006 Jamie Bullock * * This program is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 2 of the License, or * (at your option) any later version. * * This program is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this program; if not, write to the Free Software * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, * USA. */ /* xtract_scalar.h: declares functions that extract a feature as a vector from an input vector */ #ifndef XTRACT_VECTOR #define XTRACT_VECTOR #ifdef __cplusplus extern "C" { #endif /** * \defgroup vector extraction functions * * Defines vectorr extraction functions, and their parameters. * @{ */ /** \brief Extract normalized (0-1) frequency domain magnitude spectrum from time domain signal * * \param *data: a pointer to the first element in an array of floats representing an audio vector * \param N: the number of array elements to be considered * \param *argv: a pointer to NULL * \param *result: the magnitude spectrum of N values from the array pointed to by *data */ int xtract_magnitude_spectrum(float *data, int N, void *argv, float *result); /** \brief Extract autocorrelation from time domain signal using time-domain autocorrelation technique * * \param *data: a pointer to the first element in an array of floats representing an audio vector * \param N: the number of array elements to be considered * \param *argv: a pointer to NULL * \param *result: the autocorrelation of N values from the array pointed to by *data */ int xtract_autocorrelation(float *data, int N, void *argv, float *result); /** \brief Extract autocorrelation from time domain signal using FFT based method * * \param *data: a pointer to the first element in an array of floats representing an audio vector * \param N: the number of array elements to be considered * \param *argv: a pointer to NULL * \param *result: the autocorrelation of N values from the array pointed to by *data */ int xtract_autocorrelation_fft(float *data, int N, void *argv, float *result); /** \brief Extract Average Magnitude Difference Function from time domain signal * * \param *data: a pointer to the first element in an array of floats * \param N: the number of array elements to be considered * \param *argv: a pointer to NULL * \param *result: the AMDF of N values from the array pointed to by *data */ int xtract_amdf(float *data, int N, void *argv, float *result); /** \brief Extract Average Squared Difference Function from time domain signal * * \param *data: a pointer to the first element in an array of floats representing an audio vector * \param N: the number of array elements to be considered * \param *argv: a pointer to NULL * \param *result: the ASDF of N values from the array pointed to by *data */ int xtract_asdf(float *data, int N, void *argv, float *result); /** \brief Extract Mel Frequency Cepstral Coefficients based on a method described by Rabiner * * \param *data: a pointer to the first element in an array of floats * \param N: the number of array elements to be considered * \param *argv: a pointer to a data structure of type xtract_mel_filter, containing n_filters coefficient tables to make up a mel-spaced filterbank * \param *result: a pointer to an array containing the resultant MFCC * * The data structure pointed to by *argv must be obtained by first calling xtract_init_mfcc */ int xtract_mfcc(float *data, int N, void *argv, float *result); /** \brief Extract Bark band coefficients based on a method * \param *data: a pointer to the first element in an array of floats representing the magnitude spectrum of an audio vector * \param N: the number of array elements to be considered * \param *argv: a pointer to an array of ints representing the limits of each bark band * \param *result: a pointer to an array containing resultant bark coefficients * * The limits array pointed to by *argv must be obtained by first calling xtract_init_bark * */ int xtract_bark_coefficients(float *data, int N, void *argv, float *result); /** \brief Extract the Discrete Cosine transform of a time domain signal * \param *data: a pointer to the first element in an array of floats representing an audio vector * \param N: the number of array elements to be considered * \param *argv: a pointer to NULL * \param *result: a pointer to an array containing resultant dct coefficients */ int xtract_dct(float *data, int N, void *argv, float *result); /** \brief Extract the frequency and amplitude of spectral peaks from a of a magnitude spectrum * \param *data: a pointer to the first element in an array of floats representing the magnitude spectrum of an audio vector * \param N: the number of array elements to be considered * \param *argv: a pointer to an array containing peak threshold as percentage below max peak, and sample rate * \param *result: a pointer to an array of size N, containing N/2 freqs and N/2 amplitudes, amplitudes are on a decibel scale with dbFS = 0 */ int xtract_peaks(float *data, int N, void *argv, float *result); /** @} */ #ifdef __cplusplus } #endif #endif