ADPCM压缩算法
ADPCM(Adaptive Differential Pulse Code Modulation)，是一种针对 16bits( 或8bits或者更高) 声音波形数据的一种有损压缩算法,它将声音流中每次采样的 16bit 数据以 4bit 存储,所以压缩比 1:4. 而且压缩/解压缩算法非常简单,所以是一种低空间消耗，高质量高效率声音获得的好途径。保存声音的数据文件后缀名为 .AUD 的大多用ADPCM 压缩。 ADPCM 主要是针对连续的波形数据的，保存的是波形的变化情况，以达到描述整个波形的目的，由于它的编码和解码的过程却很简洁，列在后面，相信大家能够看懂。 8bits采样的声音人耳是可以勉强接受的，而 16bit 采样的声音可以算是高音质了。ADPCM 算法却可以将每次采样得到的 16bit 数据压缩到 4bit 。需要注意的是，如果要压缩/解压缩得是立体声信号，采样时，声音信号是放在一起的，需要将两个声道分别处理。
ADPCM 压缩过程
首先我们认为声音信号都是从零开始的,那么需要初始化两个变量
int index=0,prev_sample=0;
下面的循环将依次处理声音数据流，注意其中的 getnextsample() 应该得到一个 16bit 的采样数据，而 outputdata() 可以将计算出来的数据保存起来，程序中用到的 step_table[],index_adjust[] 附在后面：
int index=0,prev_sample:=0;
while (还有数据要处理) { cur_sample=getnextsample(); // 得到当前的采样数据 delta=cur_sample-prev_sample; // 计算出和上一个的增量 if (delta<0) delta=-delta,sb=8; // 取绝对值 else sb = 0 ; // sb 保存的是符号位 code = 4*delta / step_table[index]; // 根据 steptable[]得到一个 0-7 的值 if (code>7) code=7; // 它描述了声音强度的变化量 index += index_adjust[code] ; // 根据声音强度调整下次取steptable 的序号 if (index<0) index=0; // 便于下次得到更精确的变化量的描述 else if (index>88) index=88; prev_sample=cur_sample; outputode(code|sb); // 加上符号位保存起来 }
ADPCM 解压缩过程
接压缩实际是压缩的一个逆过程，同样其中的 getnextcode() 应该得到一个编码，,而 outputsample() 可以将解码出来的声音信号保存起来。这段代码同样使用了同一个的 setp_table[] 和 index_adjust() 附在后面：
int index=0,cur_sample=0;
while (还有数据要处理) { code=getnextcode(); // 得到下一个数据 if ((code & 8) != 0) sb=1 else sb=0; code&=7; // 将 code 分离为数据和符号 delta = (step_table[index]*code)/4+step_table[index]/8; // 后面加的一项是为了减少误差 if (sb==1) delta=-delta; cur_sample+=delta; // 计算出当前的波形数据 if (cur_sample>32767) output_sample(32767); else if (cur_sample<-32768) output_sample(-32768); else output_sample(cur_sample); index+=index_adjust[code]; if (index<0) index=0; if (index>88) index=88; }
附表
int index_adjust[8] = {-1,-1,-1,-1,2,4,6,8};
int step_table[89] = { 7,8,9,10,11,12,13,14,16,17,19,21,23,25,28,31,34,37,41,45, 50,55,60,66,73,80,88,97,107,118,130,143,157,173,190,209,230,253,279,307,337,371, 408,449,494,544,598,658,724,796,876,963,1060,1166,1282,1411,1552,1707,1878,2066, 2272,2499,2749,3024,3327,3660,4026,4428,4871,5358,5894,6484,7132,7845,8630,9493, 10442,11487,12635,13899,15289,16818,18500,20350,22385,24623,27086,29794,32767 }
TCPMP原代码赏析
/******************************************************************************* 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., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA** $Id: adpcm.h 271 2005-08-09 08:31:35Z picard $** The Core Pocket Media Player* Copyright (c) 2004-2005 Gabor Kovacs*****************************************************************************/
#ifndef __ADPCM_H#define __ADPCM_H
#define ADPCM_CLASSFOURCC('A','D','P','C')#define ADPCM_MS_IDFOURCC('A','D','M','S')#define ADPCM_IMA_IDFOURCC('A','D','I','M')#define ADPCM_IMA_QT_IDFOURCC('A','D','I','Q')#define ADPCM_G726_IDFOURCC('G','7','2','6')
extern void ADPCM_Init();extern void ADPCM_Done();
#endif
/******************************************************************************* 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., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA** $Id: adpcm.c 565 2006-01-12 14:11:44Z picard $** The Core Pocket Media Player* Copyright (c) 2004-2005 Gabor Kovacs*****************************************************************************/
#include "../common/common.h"#include "adpcm.h"#include "g726/g72x.h"
typedef struct state { int Predictor; int StepIndex; int Step; int Sample1; int Sample2; int CoEff1; int CoEff2; int IDelta;
} state;
typedef struct adpcm{codec Codec;buffer Data;
int Channel; //IMA_QTint16_t* Buffer;state State[2];g726_state G726[2];
} adpcm;
static const int IndexTable[16] = { -1, -1, -1, -1, 2, 4, 6, 8, -1, -1, -1, -1, 2, 4, 6, 8,};
static const int StepTable[89] = { 7, 8, 9, 10, 11, 12, 13, 14, 16, 17, 19, 21, 23, 25, 28, 31, 34, 37, 41, 45, 50, 55, 60, 66, 73, 80, 88, 97, 107, 118, 130, 143, 157, 173, 190, 209, 230, 253, 279, 307, 337, 371, 408, 449, 494, 544, 598, 658, 724, 796, 876, 963, 1060, 1166, 1282, 1411, 1552, 1707, 1878, 2066, 2272, 2499, 2749, 3024, 3327, 3660, 4026, 4428, 4871, 5358, 5894, 6484, 7132, 7845, 8630, 9493, 10442, 11487, 12635, 13899, 15289, 16818, 18500, 20350, 22385, 24623, 27086, 29794, 32767};
// AdaptationTable[], AdaptCoeff1[], and AdaptCoeff2[] are from libsndfilestatic const int AdaptationTable[] = {230, 230, 230, 230, 307, 409, 512, 614,768, 614, 512, 409, 307, 230, 230, 230};static const int AdaptCoeff1[] = {256, 512, 0, 192, 240, 460, 392};static const int AdaptCoeff2[] = {0, -256, 0, 64, 0, -208, -232};
static _INLINE int IMA_Calc(state* s, int v){ int StepIndex; int Predictor; int Diff,Step;
Step = StepTable[s->StepIndex]; StepIndex = s->StepIndex + IndexTable[v];
if (StepIndex < 0) StepIndex = 0; else if (StepIndex > 88) StepIndex = 88;
Diff = ((2 * (v & 7) + 1) * Step) >> 3;
Predictor = s->Predictor; if (v & 8) Predictor -= Diff; else Predictor += Diff;
if (Predictor > 32767) Predictor = 32767;else if (Predictor < -32768) Predictor = -32768;
s->Predictor = Predictor; s->StepIndex = StepIndex;
return Predictor;}
static _INLINE int MS_Calc(state* s, int v){ int Predictor;
Predictor = ((s->Sample1 * s->CoEff1) + (s->Sample2 * s->CoEff2)) >> 8; Predictor += ((v & 0x08) ? v-0x10:v) * s->IDelta;
if (Predictor > 32767) Predictor = 32767;else if (Predictor < -32768) Predictor = -32768;
s->Sample2 = s->Sample1; s->Sample1 = Predictor; s->IDelta = (AdaptationTable[v] * s->IDelta) >> 8; if (s->IDelta < 16) s->IDelta = 16;
return Predictor;}
static int Process(adpcm* p, const packet* Packet, const flowstate* State){int i;int Predictor;const uint8_t* In;const uint8_t* InEnd;int16_t* Out = p->Buffer;
if (Packet){if (Packet->RefTime >= 0)p->Codec.Packet.RefTime = Packet->RefTime;
BufferPack(&p->Data,0);BufferWrite(&p->Data,Packet->Data[0],Packet->Length,1024);}elsep->Codec.Packet.RefTime = TIME_UNKNOWN;
if (!BufferRead(&p->Data,&In,p->Codec.In.Format.Format.Audio.BlockAlign))return ERR_NEED_MORE_DATA;
InEnd = In + p->Codec.In.Format.Format.Audio.BlockAlign;
switch (p->Codec.Node.Class){case ADPCM_G726_ID:{g726_state *g1,*g2;g1 = g2 = &p->G726[0];if (p->Codec.In.Format.Format.Audio.Channels==2)++g2;
switch (p->Codec.In.Format.Format.Audio.Bits){case 2:for (;In<InEnd;++In,Out+=4){Out[0] = (int16_t)g726_16_decoder(In[0] >> 6,g1);Out[1] = (int16_t)g726_16_decoder(In[0] >> 4,g2);Out[2] = (int16_t)g726_16_decoder(In[0] >> 2,g1);Out[3] = (int16_t)g726_16_decoder(In[0],g2);}break;case 3:InEnd -= 2;for (;In<InEnd;In+=3,Out+=8){Out[0] = (int16_t)g726_24_decoder(In[0] >> 5,g1);Out[1] = (int16_t)g726_24_decoder(In[0] >> 2,g2);Out[2] = (int16_t)g726_24_decoder((In[0] << 1) | (In[1] >> 7),g1);Out[3] = (int16_t)g726_24_decoder(In[1] >> 4,g2);Out[4] = (int16_t)g726_24_decoder(In[1] >> 1,g1);Out[5] = (int16_t)g726_24_decoder((In[1] << 2) | (In[2] >> 6),g2);Out[6] = (int16_t)g726_24_decoder(In[2] >> 3,g1);Out[7] = (int16_t)g726_24_decoder(In[2] >> 0,g2);}break;case 4:for (;In<InEnd;++In,Out+=2){Out[0] = (int16_t)g726_32_decoder(In[0] >> 4,g1);Out[1] = (int16_t)g726_32_decoder(In[0],g2);}break;case 5:InEnd -= 4;for (;In<InEnd;In+=5,Out+=8){Out[0] = (int16_t)g726_40_decoder(In[0] >> 3,g1);Out[1] = (int16_t)g726_40_decoder((In[0] << 2) | (In[1] >> 6),g2);Out[2] = (int16_t)g726_40_decoder(In[1] >> 1,g1);Out[3] = (int16_t)g726_40_decoder((In[1] << 4) | (In[2] >> 4),g2);Out[4] = (int16_t)g726_40_decoder((In[2] << 1) | (In[3] >> 7),g1);Out[5] = (int16_t)g726_40_decoder(In[3] >> 2,g2);Out[6] = (int16_t)g726_40_decoder((In[3] << 3) | (In[4] >> 5),g1);Out[7] = (int16_t)g726_40_decoder(In[4] >> 0,g2);}break;}break;}case ADPCM_IMA_QT_ID:{int No,Ch;Ch = p->Codec.In.Format.Format.Audio.Channels;for (No=0;No<Ch;++No){state *s;s = &p->State[0];s->Predictor = (int16_t)((In[1] & 0x80) | (In[0] << 8));
s->StepIndex = In[1] & 0x7F;if (s->StepIndex > 88) s->StepIndex = 88;
In+=2;InEnd=In+32;Out = p->Buffer+No;
for (;In<InEnd;++In){*Out = (int16_t)IMA_Calc(s, In[0] & 0x0F);Out+=Ch;*Out = (int16_t)IMA_Calc(s, In[0] >> 4);Out+=Ch;}}
Out = p->Buffer+Ch*64;break;}
case ADPCM_IMA_ID:{state *s1,*s2;s1 = &p->State[0];s1->Predictor = (int16_t)(In[0] | (In[1] << 8));In+=2;
s1->StepIndex = *In++;if (s1->StepIndex > 88) s1->StepIndex = 88;++In;
if (p->Codec.In.Format.Format.Audio.Channels == 2){s2 = &p->State[1];s2->Predictor = (int16_t)(In[0] | (In[1] << 8));In+=2;
s2->StepIndex = *In++;if (s2->StepIndex > 88) s2->StepIndex = 88;++In;
for (i=4;In<InEnd;++In,Out+=4){Out[0] = (int16_t)IMA_Calc(s1, In[0] & 0x0F);Out[1] = (int16_t)IMA_Calc(s2, In[4] & 0x0F);Out[2] = (int16_t)IMA_Calc(s1, In[0] >> 4);Out[3] = (int16_t)IMA_Calc(s2, In[4] >> 4);
if (--i==0){i=4;In+=4;}}}else{for (;In<InEnd;++In,Out+=2){Out[0] = (int16_t)IMA_Calc(s1, In[0] & 0x0F);Out[1] = (int16_t)IMA_Calc(s1, In[0] >> 4);}}break;}case ADPCM_MS_ID:{state *s1,*s2;s1 = &p->State[0];s2 = p->Codec.In.Format.Format.Audio.Channels==2 ? &p->State[1] : s1;
Predictor = *In++;if (Predictor > 7)Predictor = 7;s1->CoEff1 = AdaptCoeff1[Predictor];s1->CoEff2 = AdaptCoeff2[Predictor];
if (s2 != s1){Predictor = *In++;if (Predictor > 7)Predictor = 7;s2->CoEff1 = AdaptCoeff1[Predictor];s2->CoEff2 = AdaptCoeff2[Predictor];}
s1->IDelta = (int16_t)(In[0] | (In[1] << 8));In+=2;
if (s2 != s1){s2->IDelta = (int16_t)(In[0] | (In[1] << 8));In+=2;}
s1->Sample1 = (int16_t)(In[0] | (In[1] << 8));In+=2;if (s2 != s1){s2->Sample1 = (int16_t)(In[0] | (In[1] << 8));In+=2;}
s1->Sample2 = (int16_t)(In[0] | (In[1] << 8));In+=2;if (s2 != s1){s2->Sample2 = (int16_t)(In[0] | (In[1] << 8));In+=2;}
*Out++ = (int16_t)s1->Sample1;if (s2 != s1) *Out++ = (int16_t)s2->Sample1;
*Out++ = (int16_t)s1->Sample2;if (s2 != s1) *Out++ = (int16_t)s2->Sample2;
for (;In<InEnd;++In,Out+=2){Out[0] = (int16_t)MS_Calc(s1, In[0] >> 4);Out[1] = (int16_t)MS_Calc(s2, In[0] & 0x0F);}break;}}
p->Codec.Packet.Length = (uint8_t*)Out - (uint8_t*)p->Buffer;return ERR_NONE;}
static int UpdateInput(adpcm* p){BufferClear(&p->Data);free(p->Buffer);p->Buffer = NULL;
if (p->Codec.In.Format.Type == PACKET_AUDIO){PacketFormatPCM(&p->Codec.Out.Format,&p->Codec.In.Format,16);
if (!p->Codec.In.Format.Format.Audio.BlockAlign)p->Codec.In.Format.Format.Audio.BlockAlign = 1024;
if (p->Codec.Node.Class == ADPCM_IMA_QT_ID)p->Codec.In.Format.Format.Audio.BlockAlign = (32+2)*p->Codec.In.Format.Format.Audio.Channels;
if (p->Codec.Node.Class == ADPCM_G726_ID){p->Codec.In.Format.Format.Audio.BlockAlign = 120;g726_init_state(&p->G726[0]);g726_init_state(&p->G726[1]);}
p->Buffer = (int16_t*) malloc(sizeof(int16_t)*4*p->Codec.In.Format.Format.Audio.BlockAlign);if (!p->Buffer)return ERR_OUT_OF_MEMORY;
p->Codec.Packet.Data[0] = p->Buffer;}
return ERR_NONE;}
static int Flush(adpcm* p){if (p->Codec.Node.Class == ADPCM_G726_ID){g726_init_state(&p->G726[0]);g726_init_state(&p->G726[1]);}BufferDrop(&p->Data);p->Channel = 0;return ERR_NONE;}
static int Create(adpcm* p){p->Codec.Process = (packetprocess)Process;p->Codec.UpdateInput = (nodefunc)UpdateInput;p->Codec.Flush = (nodefunc)Flush;return ERR_NONE;}
static const nodedef ADPCM ={sizeof(adpcm)|CF_ABSTRACT,ADPCM_CLASS,CODEC_CLASS,PRI_DEFAULT,(nodecreate)Create,NULL,};
static const nodedef ADPCM_MS ={0, //parent sizeADPCM_MS_ID,ADPCM_CLASS,PRI_DEFAULT,NULL,NULL,};
static const nodedef ADPCM_IMA ={0, //parent sizeADPCM_IMA_ID,ADPCM_CLASS,PRI_DEFAULT,NULL,NULL,};
static const nodedef ADPCM_IMA_QT ={0, //parent sizeADPCM_IMA_QT_ID,ADPCM_CLASS,PRI_DEFAULT,NULL,NULL,};
static const nodedef ADPCM_G726 ={0, //parent sizeADPCM_G726_ID,ADPCM_CLASS,PRI_DEFAULT,NULL,NULL,};
void ADPCM_Init(){NodeRegisterClass(&ADPCM);NodeRegisterClass(&ADPCM_MS);NodeRegisterClass(&ADPCM_IMA);NodeRegisterClass(&ADPCM_IMA_QT);NodeRegisterClass(&ADPCM_G726);}
void ADPCM_Done(){NodeUnRegisterClass(ADPCM_MS_ID);NodeUnRegisterClass(ADPCM_IMA_ID);NodeUnRegisterClass(ADPCM_IMA_QT_ID);NodeUnRegisterClass(ADPCM_G726_ID);NodeUnRegisterClass(ADPCM_CLASS);}
相关资源：ADPCM编解码Matlab程序