libcm is a C development framework with an emphasis on audio signal processing applications.
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cmOnset.c 13KB

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  1. #include "cmGlobal.h"
  2. #include "cmFloatTypes.h"
  3. #include "cmComplexTypes.h"
  4. #include "cmRpt.h"
  5. #include "cmErr.h"
  6. #include "cmCtx.h"
  7. #include "cmMem.h"
  8. #include "cmMallocDebug.h"
  9. #include "cmLinkedHeap.h"
  10. #include "cmSymTbl.h"
  11. #include "cmAudioFile.h"
  12. #include "cmTime.h"
  13. #include "cmMidi.h"
  14. #include "cmFile.h"
  15. #include "cmMath.h"
  16. #include "cmProcObj.h"
  17. #include "cmProcTemplateMain.h"
  18. #include "cmProc.h"
  19. #include "cmProc2.h"
  20. #include "cmVectOps.h"
  21. #include "cmOnset.h"
  22. typedef struct
  23. {
  24. cmErr_t err;
  25. cmOnsetCfg_t cfg;
  26. cmCtx* ctxPtr;
  27. cmAudioFileRd* afRdPtr;
  28. cmPvAnl* pvocPtr;
  29. cmAudioFileH_t afH; // output audio file
  30. cmFileH_t txH; // output text file
  31. unsigned frmCnt; // spectral frame count
  32. cmReal_t* sfV; // sfV[frmCnt] spectral flux vector
  33. cmReal_t* dfV; // dfV[frmCnt] onset function vector
  34. cmReal_t maxSf;
  35. cmAudioFileInfo_t afInfo;
  36. unsigned fftSmpCnt;
  37. unsigned hopSmpCnt;
  38. unsigned binCnt;
  39. unsigned medFiltFrmCnt;
  40. unsigned preDelaySmpCnt;
  41. } _cmOn_t;
  42. cmOnH_t cmOnsetNullHandle = cmSTATIC_NULL_HANDLE;
  43. _cmOn_t* _cmOnsetHandleToPtr( cmOnH_t h )
  44. {
  45. _cmOn_t* p = (_cmOn_t*)h.h;
  46. assert(p!=NULL);
  47. return p;
  48. }
  49. cmOnRC_t _cmOnsetFinalize( _cmOn_t* p )
  50. {
  51. cmOnRC_t rc = kOkOnRC;
  52. if( cmPvAnlFree(&p->pvocPtr) != cmOkRC )
  53. {
  54. rc = cmErrMsg(&p->err,kDspProcFailOnRC,"Phase voocoder free failed.");
  55. goto errLabel;
  56. }
  57. if( cmAudioFileRdFree(&p->afRdPtr) != cmOkRC )
  58. {
  59. rc = cmErrMsg(&p->err,kDspProcFailOnRC,"Audio file reader failed.");
  60. goto errLabel;
  61. }
  62. if( cmCtxFree(&p->ctxPtr) != cmOkRC )
  63. {
  64. rc = cmErrMsg(&p->err,kDspProcFailOnRC,"Context proc failed.");
  65. goto errLabel;
  66. }
  67. cmMemPtrFree(&p->sfV);
  68. cmMemPtrFree(&p->dfV);
  69. cmMemPtrFree(&p);
  70. errLabel:
  71. return rc;
  72. }
  73. cmOnRC_t cmOnsetInitialize( cmCtx_t* c, cmOnH_t* hp )
  74. {
  75. cmOnRC_t rc;
  76. if((rc = cmOnsetFinalize(hp)) != kOkOnRC )
  77. return rc;
  78. _cmOn_t* p = cmMemAllocZ(_cmOn_t,1);
  79. cmErrSetup(&p->err,&c->rpt,"Onset");
  80. // create the proc context object
  81. if((p->ctxPtr = cmCtxAlloc(NULL,&c->rpt,cmLHeapNullHandle,cmSymTblNullHandle)) == NULL )
  82. {
  83. rc = cmErrMsg(&p->err,kDspProcFailOnRC, "The ctx compoenent allocation failed.");
  84. goto errLabel;
  85. }
  86. // create the audio file reader
  87. if((p->afRdPtr = cmAudioFileRdAlloc( p->ctxPtr, NULL, 0, NULL, cmInvalidIdx, 0, cmInvalidIdx )) == NULL )
  88. {
  89. rc = cmErrMsg(&p->err,kDspProcFailOnRC, "The audio file reader allocation failed.");
  90. goto errLabel;
  91. }
  92. // create the phase vocoder
  93. if((p->pvocPtr = cmPvAnlAlloc( p->ctxPtr, NULL, 0, 0, 0, 0, 0 )) == NULL )
  94. {
  95. rc = cmErrMsg(&p->err,kDspProcFailOnRC,"The phase vocoder allocation failed.");
  96. goto errLabel;
  97. }
  98. hp->h = p;
  99. errLabel:
  100. if( rc != kOkOnRC )
  101. _cmOnsetFinalize(p);
  102. return rc;
  103. }
  104. cmOnRC_t cmOnsetFinalize( cmOnH_t* hp )
  105. {
  106. cmOnRC_t rc = kOkOnRC;
  107. if( hp==NULL || cmOnsetIsValid(*hp)==false )
  108. return kOkOnRC;
  109. _cmOn_t* p = _cmOnsetHandleToPtr(*hp);
  110. rc = _cmOnsetFinalize(p);
  111. return rc;
  112. }
  113. bool cmOnsetIsValid( cmOnH_t h )
  114. { return h.h!=NULL; }
  115. cmOnRC_t _cmOnsetExec( _cmOn_t* p )
  116. {
  117. cmOnRC_t rc = kOkOnRC;
  118. int fi = 0;
  119. unsigned binCnt = p->binCnt; //p->pvocPtr->binCnt;
  120. cmReal_t mag0V[ binCnt ];
  121. double prog = 0.1;
  122. cmReal_t b0 = 1;
  123. cmReal_t b[] = {1 };
  124. cmReal_t a[] = {p->cfg.filtCoeff};
  125. cmReal_t d[] = {0};
  126. cmReal_t maxVal = 0;
  127. cmVOR_Zero(mag0V,binCnt);
  128. // for each frame - read the next block of audio
  129. for(; fi<p->frmCnt && cmAudioFileRdRead(p->afRdPtr) != cmEofRC; ++fi )
  130. {
  131. // calc the spectrum
  132. if( cmPvAnlExec(p->pvocPtr, p->afRdPtr->outV, p->afRdPtr->outN ))
  133. {
  134. unsigned i;
  135. // calc the spectral flux into sfV[fi].
  136. cmReal_t sf = 0;
  137. for(i=0; i<binCnt; ++i)
  138. {
  139. cmReal_t m1 = p->pvocPtr->magV[i] * 2.0;
  140. if( m1 > maxVal )
  141. maxVal = m1;
  142. cmReal_t dif = m1 - mag0V[i]; // calc. spectral flux
  143. if( dif > 0 )
  144. sf += dif; // accum. flux
  145. mag0V[i] = m1; // store magn. for next frame
  146. }
  147. p->sfV[fi] = sf;
  148. // filter the spectral flux
  149. switch( p->cfg.filterId)
  150. {
  151. case kNoneFiltId:
  152. break;
  153. case kSmoothFiltId:
  154. cmVOR_Filter( p->sfV + fi, 1, &sf, 1, b0, b, a, d, 1 );
  155. break;
  156. case kMedianFiltId:
  157. {
  158. cmReal_t* mfb = p->sfV + cmMax(0,fi-17);
  159. if( mfb < p->sfV-3 )
  160. p->sfV[fi] = cmVOR_Median(mfb,p->sfV-mfb);
  161. }
  162. break;
  163. default:
  164. { assert(0); }
  165. }
  166. if( fi >= prog*p->frmCnt )
  167. {
  168. cmRptPrintf(p->err.rpt,"%i ",lround(prog*10));
  169. prog += 0.1;
  170. }
  171. }
  172. }
  173. p->frmCnt = fi;
  174. // normalize the spectral flux vector
  175. cmReal_t mean = cmVOR_Mean(p->sfV,p->frmCnt);
  176. cmReal_t stdDev = sqrt(cmVOR_Variance(p->sfV, p->frmCnt, &mean ));
  177. unsigned detectCnt = 0;
  178. cmVOR_SubVS(p->sfV,p->frmCnt,mean);
  179. cmVOR_DivVS(p->sfV,p->frmCnt,stdDev);
  180. p->maxSf = cmVOR_Max(p->sfV,p->frmCnt,1);
  181. prog = 0.1;
  182. cmRptPrintf(p->err.rpt,"magn. max:%f flux mean:%f max:%f sd:%f\n",maxVal,mean,p->maxSf,stdDev);
  183. // Pick peaks from the onset detection function using a subset
  184. // of the rules from Dixon, 2006, Onset Detection Revisited.
  185. // locate the onsets and store them in dfV[]
  186. for(fi=0; fi<p->frmCnt; ++fi)
  187. {
  188. int bi = cmMax(0, fi - p->cfg.wndFrmCnt); // begin wnd index
  189. int ei = cmMin(p->frmCnt, fi + p->cfg.wndFrmCnt); // end wnd index
  190. int nn = ei - bi; // wnd frm cnt
  191. int wi = fi < p->cfg.wndFrmCnt ? fi : p->cfg.wndFrmCnt; // cur wnd index
  192. p->dfV[fi] = 0;
  193. // if cur index is a peak in the window
  194. if( cmVOR_MaxIndex(p->sfV + bi, nn, 1 ) == wi )
  195. {
  196. // calc an extended window going backwards in time
  197. bi = cmMax(0, fi - p->cfg.wndFrmCnt * p->cfg.preWndMult );
  198. nn = ei - bi;
  199. // if the cur value is greater than the mean of the extended window plus a threshold
  200. if( p->sfV[fi] > cmVOR_Mean(p->sfV + bi, nn ) + p->cfg.threshold )
  201. {
  202. p->dfV[fi] = p->sfV[fi];
  203. ++detectCnt;
  204. }
  205. }
  206. if( fi >= prog*p->frmCnt )
  207. {
  208. cmRptPrintf(p->err.rpt,"%i ",lround(prog*10));
  209. prog += 0.1;
  210. }
  211. }
  212. cmRptPrintf(p->err.rpt,"Detect Count:%i\n",detectCnt);
  213. return rc;
  214. }
  215. cmOnRC_t cmOnsetProc( cmOnH_t h, const cmOnsetCfg_t* cfg, const cmChar_t* inAudioFn )
  216. {
  217. cmOnRC_t rc = kOkOnRC;
  218. _cmOn_t* p = _cmOnsetHandleToPtr(h);
  219. p->cfg = *cfg;
  220. // get the audio file header information
  221. if( cmAudioFileGetInfo(inAudioFn, &p->afInfo, p->err.rpt ) != kOkAfRC )
  222. {
  223. rc = cmErrMsg(&p->err,kDspProcFailOnRC,"The audio file open failed on '%s'.",cmStringNullGuard(inAudioFn));
  224. goto errLabel;
  225. }
  226. p->fftSmpCnt = cmNearPowerOfTwo( (unsigned)floor( p->cfg.wndMs * p->afInfo.srate / 1000.0 ) );
  227. p->hopSmpCnt = p->fftSmpCnt / p->cfg.hopFact;
  228. p->binCnt = cmMin(p->fftSmpCnt/2 + 1, floor(p->cfg.maxFrqHz / (p->afInfo.srate / p->fftSmpCnt)));
  229. p->frmCnt = (p->afInfo.frameCnt - p->fftSmpCnt) / p->hopSmpCnt;
  230. p->sfV = cmMemResizeZ(cmReal_t,p->sfV,p->frmCnt);
  231. p->dfV = cmMemResizeZ(cmReal_t,p->dfV,p->frmCnt);
  232. p->medFiltFrmCnt = cmMax(3,floor(cfg->medFiltWndMs * p->afInfo.srate / (1000.0 * p->hopSmpCnt)));
  233. p->preDelaySmpCnt= floor(cfg->preDelayMs * p->afInfo.srate / 1000.0);
  234. cmRptPrintf(p->err.rpt,"wndFrmCnt:%i preWndMult:%f thresh:%f maxHz:%f filtCoeff:%f filterId:%i preDelayMs:%f\n",cfg->wndFrmCnt,cfg->preWndMult,cfg->threshold,cfg->maxFrqHz,cfg->filtCoeff,cfg->medFiltWndMs,cfg->filterId,cfg->preDelayMs );
  235. cmRptPrintf(p->err.rpt,"Analysis Hop Duration: %8.2f ms %i smp\n",(double)p->hopSmpCnt*1000/p->afInfo.srate,p->hopSmpCnt);
  236. cmRptPrintf(p->err.rpt,"Median Filter Window: %8.2f ms %i frames\n",cfg->medFiltWndMs,p->medFiltFrmCnt);
  237. cmRptPrintf(p->err.rpt,"Detection Pre-delay: %8.2f ms %i smp\n",cfg->preDelayMs, p->preDelaySmpCnt);
  238. // initialize the audio file reader
  239. if( cmAudioFileRdOpen( p->afRdPtr, p->hopSmpCnt, inAudioFn, p->cfg.audioChIdx, 0, 0 ) != cmOkRC )
  240. {
  241. rc = cmErrMsg(&p->err,kDspProcFailOnRC, "The audio file reader open failed.");
  242. goto errLabel;
  243. }
  244. // initialize the phase vocoder
  245. if( cmPvAnlInit( p->pvocPtr, p->hopSmpCnt, p->afInfo.srate, p->fftSmpCnt, p->hopSmpCnt, kNoCalcHzPvaFl ) != cmOkRC )
  246. {
  247. rc = cmErrMsg(&p->err,kDspProcFailOnRC," The phase vocoder initialization failed.");
  248. goto errLabel;
  249. }
  250. rc = _cmOnsetExec(p);
  251. errLabel:
  252. return rc;
  253. }
  254. unsigned cmOnsetCount( cmOnH_t h )
  255. {
  256. _cmOn_t* p = _cmOnsetHandleToPtr(h);
  257. unsigned i;
  258. unsigned n = 0;
  259. for(i=0; i<p->frmCnt; ++i)
  260. if( p->dfV[i] > 0 )
  261. ++n;
  262. return n;
  263. }
  264. unsigned cmOnsetSampleIndex( cmOnH_t h, unsigned idx )
  265. {
  266. _cmOn_t* p = _cmOnsetHandleToPtr(h);
  267. unsigned i;
  268. unsigned n = 0;
  269. for(i=0; i<p->frmCnt; ++i)
  270. if( p->dfV[i] > 0 )
  271. {
  272. if( n == idx )
  273. {
  274. unsigned r = i * p->hopSmpCnt;
  275. if( r > p->preDelaySmpCnt )
  276. return r-p->preDelaySmpCnt;
  277. return 0;
  278. }
  279. ++n;
  280. }
  281. return cmInvalidIdx;
  282. }
  283. unsigned cmOnsetHopSampleCount( cmOnH_t h )
  284. {
  285. _cmOn_t* p = _cmOnsetHandleToPtr(h);
  286. return p->hopSmpCnt;
  287. }
  288. cmOnRC_t cmOnsetWrite( cmOnH_t h, const cmChar_t* outAudioFn, const cmChar_t* outTextFn)
  289. {
  290. enum { kChCnt = 2 };
  291. cmOnRC_t rc = kOkOnRC;
  292. _cmOn_t* p = _cmOnsetHandleToPtr(h);
  293. cmSample_t out0V[ p->hopSmpCnt ];
  294. cmSample_t out1V[ p->hopSmpCnt ];
  295. cmSample_t* aoutV[kChCnt];
  296. unsigned pdn = 0;
  297. aoutV[0] = out0V;
  298. aoutV[1] = out1V;
  299. // initalize the audio output file
  300. if( outAudioFn != NULL )
  301. if( cmAudioFileIsValid( p->afH = cmAudioFileNewCreate( outAudioFn, p->afInfo.srate, p->afInfo.bits, kChCnt, NULL, p->err.rpt)) == false )
  302. {
  303. rc = cmErrMsg(&p->err,kDspAudioFileFailOnRC, "The audio output file '%s' could not be opened.", outAudioFn);
  304. goto errLabel;
  305. }
  306. // open the text output file
  307. if( outTextFn != NULL )
  308. {
  309. if( cmFileOpen( &p->txH, outTextFn, kWriteFileFl, p->err.rpt ) != kOkFileRC )
  310. {
  311. rc = cmErrMsg(&p->err,kDspTextFileFailOnRC, "The text output file '%s' could not be opened.",outTextFn);
  312. goto errLabel;
  313. }
  314. cmFilePrint(p->txH,"{\n onsetArray : \n[\n");
  315. }
  316. unsigned fi;
  317. for(fi=0; fi<p->frmCnt; ++fi)
  318. {
  319. // count of samples to write to the audio output file
  320. unsigned osn = p->hopSmpCnt;
  321. // audio channel 1 is filled with the spectral flux
  322. // initialize the out
  323. cmVOS_Fill(out1V,p->hopSmpCnt,p->sfV[fi]/p->maxSf);
  324. cmVOS_Zero(out0V,p->hopSmpCnt);
  325. if( p->dfV[fi] > 0 )
  326. {
  327. // audio channel 0 is set with the detection indicators
  328. unsigned smpIdx = fi * p->hopSmpCnt + p->hopSmpCnt/2;
  329. out0V[ p->hopSmpCnt/2 ] = p->sfV[fi]/p->maxSf;
  330. // if the pre-delay is still active
  331. if( pdn < p->preDelaySmpCnt )
  332. {
  333. osn = 0;
  334. pdn += p->hopSmpCnt;
  335. if( pdn > p->preDelaySmpCnt )
  336. osn = pdn - p->preDelaySmpCnt;
  337. }
  338. // write the output text file
  339. if( cmFileIsValid(p->txH) )
  340. if( cmFilePrintf(p->txH, "[ %i, %f ]\n", smpIdx, p->sfV[fi] ) != kOkFileRC )
  341. {
  342. rc = cmErrMsg(&p->err,kDspTextFileFailOnRC,"Text output write to '%s' failed.", cmFileName(p->txH));
  343. goto errLabel;
  344. }
  345. }
  346. // write the output audio file
  347. if( osn > 0 && cmAudioFileIsValid(p->afH) )
  348. {
  349. if( cmAudioFileWriteFloat(p->afH, osn, kChCnt, aoutV ) != kOkAfRC )
  350. {
  351. rc = cmErrMsg(&p->err,kDspAudioFileFailOnRC,"Audio file write to '%s' failed.",cmAudioFileName(p->afH));
  352. goto errLabel;
  353. }
  354. }
  355. }
  356. // close the output audio file
  357. if( cmAudioFileDelete(&p->afH) != kOkAfRC )
  358. rc = cmErrMsg(&p->err,kDspAudioFileFailOnRC,"The audio file close failed.");
  359. // close the text file
  360. if( cmFileIsValid(p->txH) )
  361. {
  362. cmFilePrint(p->txH,"]\n}\n");
  363. if( cmFileClose(&p->txH) != kOkFileRC )
  364. rc = cmErrMsg(&p->err,kDspTextFileFailOnRC,"The text file close failed.");
  365. }
  366. errLabel:
  367. return rc;
  368. }
  369. cmOnRC_t cmOnsetTest( cmCtx_t* c )
  370. {
  371. cmOnsetCfg_t cfg;
  372. cmOnH_t h = cmOnsetNullHandle;
  373. cmOnRC_t rc = kOkOnRC;
  374. const cmChar_t* inAudioFn = "/home/kevin/media/audio/20110723-Kriesberg/Audio Files/Piano 3_15.wav";
  375. const cmChar_t* outAudioFn = "/home/kevin/temp/ons/ons0.aif";
  376. const cmChar_t* outTextFn = "/home/kevin/temp/ons/ons0.txt";
  377. cfg.wndMs = 42;
  378. cfg.hopFact = 4;
  379. cfg.audioChIdx = 0;
  380. cfg.wndFrmCnt = 3;
  381. cfg.preWndMult = 3;
  382. cfg.threshold = 0.6;
  383. cfg.maxFrqHz = 24000;
  384. cfg.filtCoeff = -0.7;
  385. cfg.medFiltWndMs = 50;
  386. cfg.filterId = kMedianFiltId;
  387. cfg.preDelayMs = 20;
  388. if((rc = cmOnsetInitialize(c,&h)) != kOkOnRC )
  389. goto errLabel;
  390. if((rc = cmOnsetProc(h,&cfg,inAudioFn)) == kOkOnRC )
  391. cmOnsetWrite(h,outAudioFn,outTextFn);
  392. errLabel:
  393. cmOnsetFinalize(&h);
  394. return rc;
  395. }