Content-type: text/html Man page of mlib_SignalCepstral_F32

# mlib_SignalCepstral_F32

Section: mediaLib Library Functions (3MLIB)
Updated: 2 Mar 2007
Index Return to Main Contents

## NAME

mlib_SignalCepstral_F32 - perform cepstral analysis

## SYNOPSIS

```cc [ flag... ] file... -lmlib [ library... ]
#include <mlib.h>

mlib_status mlib_SignalCepstral_F32(mlib_f32 *cepst,
const mlib_f32 *signal, void *state);
```

## DESCRIPTION

The mlib_SignalCepstral_F32() function performs cepstral analysis.

The basic operations to compute the cepstrum is shown below.

```      +-----------+      +--------+       +-----------+
|  Fourier  |      |        |       |  Inverse  |
----->|           |----->| log|*| |------>|  Fourier  |----->
x(n) | Transform | X(k) |        | X'(k) | Transform | c(n)
+-----------+      +--------+       +-----------+
```

where x(n) is the input signal and c(n) is its cepstrum. In mathematics, they are

```       N-1                2*PI*k*n
X(k) = SUM x(n) * exp(-j*----------)
n=0                   N

X'(k) = log|X(k)|

1  N-1                2*PI*k*n
c(n) = --- SUM X'(k) * exp(j*----------)
N  n=0                   N
```

Since X'(k) is real and even (symmetric), i.e.

```X'(k) = X'(N - k)
```

the c(n) is real and the equation becomes Cosine transform.

```        1  N-1              2*PI*k*n
c(n) = --- SUM X'(k) * cos(----------)
N  n=0                 N
```

The cepstral coefficients in LPC is a special case of the above.

See Digital Signal Processing by Alan V. Oppenheim and Ronald W. Schafer, Prentice Hall, 1974.

See Fundamentals of Speech Recognition by Lawrence Rabinerand Biing-Hwang Juang, Prentice Hall, 1993.

## PARAMETERS

The function takes the following arguments:

cepst

The cepstral coefficients.

signal

The input signal vector.

state

Pointer to the internal state structure.

## RETURN VALUES

The function returns MLIB_SUCCESS if successful. Otherwise it returns MLIB_FAILURE.

## ATTRIBUTES

See attributes(5) for descriptions of the following attributes:

 ATTRIBUTE TYPE ATTRIBUTE VALUE Interface Stability Committed MT-Level

## SEE ALSO

mlib_SignalCepstralInit_F32(3MLIB), mlib_SignalCepstralFree_F32(3MLIB), attributes(5)

## Index

NAME
SYNOPSIS
DESCRIPTION
PARAMETERS
RETURN VALUES
ATTRIBUTES
SEE ALSO

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Time: 02:37:56 GMT, October 02, 2010