用C语言编译一个谱减法降噪的代码
时间: 2023-05-20 14:04:54 浏览: 171
以下是一个简单的谱减法降噪的代码,使用C语言编写:
```
#include <stdio.h>
#include <stdlib.h>
#include <math.h>
#define PI 3.14159265358979323846
int main()
{
FILE *inputFile, *outputFile;
char inputFileName[100], outputFileName[100];
int i, j, k, N, M, L, n, m;
double *x, *y, *h, *w, *X, *Y, *H, *R;
printf("请输入输入文件名:");
scanf("%s", inputFileName);
printf("请输入输出文件名:");
scanf("%s", outputFileName);
inputFile = fopen(inputFileName, "rb");
if (inputFile == NULL)
{
printf("无法打开输入文件!\n");
return 1;
}
outputFile = fopen(outputFileName, "wb");
if (outputFile == NULL)
{
printf("无法打开输出文件!\n");
return 1;
}
printf("请输入窗口长度:");
scanf("%d", &N);
printf("请输入窗口移动步长:");
scanf("%d", &M);
printf("请输入谱减法参数L:");
scanf("%d", &L);
x = (double*)malloc(N * sizeof(double));
y = (double*)malloc(N * sizeof(double));
h = (double*)malloc(N * sizeof(double));
w = (double*)malloc(N * sizeof(double));
X = (double*)malloc(N * sizeof(double));
Y = (double*)malloc(N * sizeof(double));
H = (double*)malloc(N * sizeof(double));
R = (double*)malloc(N * sizeof(double));
for (i = 0; i < N; i++)
{
w[i] = 0.54 - 0.46 * cos(2 * PI * i / (N - 1));
}
while (!feof(inputFile))
{
for (i = 0; i < N; i++)
{
x[i] = 0;
if (fread(&x[i], sizeof(short), 1, inputFile) != 1)
{
break;
}
}
if (i < N)
{
break;
}
for (i = 0; i < N; i++)
{
y[i] = x[i] * w[i];
}
for (k = 0; k < N; k++)
{
X[k] = 0;
for (n = 0; n < N; n++)
{
X[k] += y[n] * cos(2 * PI * k * n / N);
}
}
for (k = 0; k < N; k++)
{
H[k] = 1 - exp(-L * pow(k, 2) / pow(N, 2));
}
for (k = 0; k < N; k++)
{
Y[k] = X[k] * H[k];
}
for (n = 0; n < N; n++)
{
y[n] = 0;
for (k = 0; k < N; k++)
{
y[n] += Y[k] * cos(2 * PI * k * n / N);
}
y[n] /= N;
}
for (i = 0; i < M; i++)
{
fseek(inputFile, sizeof(short), SEEK_CUR);
}
for (i = 0; i < N; i++)
{
R[i] = y[i] / w[i];
if (R[i] > 32767)
{
R[i] = 32767;
}
if (R[i] < -32768)
{
R[i] = -32768;
}
fwrite(&R[i], sizeof(short), 1, outputFile);
}
}
free(x);
free(y);
free(h);
free(w);
free(X);
free(Y);
free(H);
free(R);
fclose(inputFile);
fclose(outputFile);
return 0;
}
```
这个代码实现了一个简单的谱减法降噪算法,可以读取一个输入文件,对其中的语音信号进行降噪处理,然后将处理后的信号写入一个输出文件中。
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