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input_pdm.cpp 124KB

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  1. /* Audio Library for Teensy 3.X
  2. * Copyright (c) 2018, Paul Stoffregen, paul@pjrc.com
  3. *
  4. * Development of this audio library was funded by PJRC.COM, LLC by sales of
  5. * Teensy and Audio Adaptor boards. Please support PJRC's efforts to develop
  6. * open source software by purchasing Teensy or other PJRC products.
  7. *
  8. * Permission is hereby granted, free of charge, to any person obtaining a copy
  9. * of this software and associated documentation files (the "Software"), to deal
  10. * in the Software without restriction, including without limitation the rights
  11. * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
  12. * copies of the Software, and to permit persons to whom the Software is
  13. * furnished to do so, subject to the following conditions:
  14. *
  15. * The above copyright notice, development funding notice, and this permission
  16. * notice shall be included in all copies or substantial portions of the Software.
  17. *
  18. * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
  19. * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
  20. * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
  21. * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
  22. * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
  23. * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
  24. * THE SOFTWARE.
  25. */
  26. #if !defined(__IMXRT1052__) && !defined(__IMXRT1062__)
  27. #include <Arduino.h>
  28. #include "input_pdm.h"
  29. #include "utility/dspinst.h"
  30. // Decrease this for more mic gain, increase for range to accommodate loud sounds
  31. #define RSHIFT 2
  32. // Pulse Density Modulation (PDM) is a tech trade-off of questionable value.
  33. // The only advantage is your delta-sigma based ADC can be less expensive,
  34. // since it can omit the digital low-pass filter. But it limits the ADC
  35. // to a single bit modulator, and it imposes the filtering requirement onto
  36. // your microcontroller. Generally digital filtering is much less expensive
  37. // to implement with dedicated digital logic than firmware in a general
  38. // purpose microcontroller. PDM probably makes more sense with an ASIC or
  39. // highly integrated SoC, or maybe even with a "real" DSP chip. Using a
  40. // microcontroller, maybe not so much?
  41. //
  42. // This code imposes considerable costs. It consumes 39% of the CPU time
  43. // when running at 96 MHz, and uses 2104 bytes of RAM for buffering and 32768
  44. // bytes of flash for a large table lookup to optimize the filter computation.
  45. //
  46. // On the plus side, this filter is a 512 tap FIR with approximately +/- 1 dB
  47. // gain flatness to 10 kHz bandwidth. That won't impress any audio enthusiasts,
  48. // but its performance should be *much* better than the rapid passband rolloff
  49. // of Cascaded Integrator Comb (CIC) or moving average filters.
  50. DMAMEM __attribute__((aligned(32))) static uint32_t pdm_buffer[AUDIO_BLOCK_SAMPLES*4];
  51. static uint32_t leftover[14];
  52. audio_block_t * AudioInputPDM::block_left = NULL;
  53. bool AudioInputPDM::update_responsibility = false;
  54. DMAChannel AudioInputPDM::dma(false);
  55. // MCLK needs to be 48e6 / 1088 * 256 = 11.29411765 MHz -> 44.117647 kHz sample rate
  56. //
  57. #if F_CPU == 96000000 || F_CPU == 48000000 || F_CPU == 24000000
  58. // PLL is at 96 MHz in these modes
  59. #define MCLK_MULT 2
  60. #define MCLK_DIV 17
  61. #elif F_CPU == 72000000
  62. #define MCLK_MULT 8
  63. #define MCLK_DIV 51
  64. #elif F_CPU == 120000000
  65. #define MCLK_MULT 8
  66. #define MCLK_DIV 85
  67. #elif F_CPU == 144000000
  68. #define MCLK_MULT 4
  69. #define MCLK_DIV 51
  70. #elif F_CPU == 168000000
  71. #define MCLK_MULT 8
  72. #define MCLK_DIV 119
  73. #elif F_CPU == 180000000
  74. #define MCLK_MULT 16
  75. #define MCLK_DIV 255
  76. #define MCLK_SRC 0
  77. #elif F_CPU == 192000000
  78. #define MCLK_MULT 1
  79. #define MCLK_DIV 17
  80. #elif F_CPU == 216000000
  81. #define MCLK_MULT 12
  82. #define MCLK_DIV 17
  83. #define MCLK_SRC 1
  84. #elif F_CPU == 240000000
  85. #define MCLK_MULT 2
  86. #define MCLK_DIV 85
  87. #define MCLK_SRC 0
  88. #elif F_CPU == 256000000
  89. #define MCLK_MULT 12
  90. #define MCLK_DIV 17
  91. #define MCLK_SRC 1
  92. #elif F_CPU == 16000000
  93. #define MCLK_MULT 12
  94. #define MCLK_DIV 17
  95. #else
  96. #error "This CPU Clock Speed is not supported by the Audio library";
  97. #endif
  98. #ifndef MCLK_SRC
  99. #if F_CPU >= 20000000
  100. #define MCLK_SRC 3 // the PLL
  101. #else
  102. #define MCLK_SRC 0 // system clock
  103. #endif
  104. #endif
  105. void AudioInputPDM::begin(void)
  106. {
  107. dma.begin(true); // Allocate the DMA channel first
  108. SIM_SCGC6 |= SIM_SCGC6_I2S;
  109. SIM_SCGC7 |= SIM_SCGC7_DMA;
  110. SIM_SCGC6 |= SIM_SCGC6_DMAMUX;
  111. // enable MCLK output
  112. I2S0_MCR = I2S_MCR_MICS(MCLK_SRC) | I2S_MCR_MOE;
  113. while (I2S0_MCR & I2S_MCR_DUF) ;
  114. I2S0_MDR = I2S_MDR_FRACT((MCLK_MULT-1)) | I2S_MDR_DIVIDE((MCLK_DIV-1));
  115. // configure transmitter
  116. I2S0_TMR = 0;
  117. I2S0_TCR1 = I2S_TCR1_TFW(1); // watermark at half fifo size
  118. I2S0_TCR2 = I2S_TCR2_SYNC(0) | I2S_TCR2_BCP | I2S_TCR2_MSEL(1)
  119. | I2S_TCR2_BCD | I2S_TCR2_DIV(1);
  120. I2S0_TCR3 = I2S_TCR3_TCE;
  121. I2S0_TCR4 = I2S_TCR4_FRSZ(1) | I2S_TCR4_SYWD(31) | I2S_TCR4_MF
  122. | I2S_TCR4_FSE | I2S_TCR4_FSP | I2S_TCR4_FSD;
  123. I2S0_TCR5 = I2S_TCR5_WNW(31) | I2S_TCR5_W0W(31) | I2S_TCR5_FBT(31);
  124. // configure receiver (sync'd to transmitter clocks)
  125. I2S0_RMR = 0;
  126. I2S0_RCR1 = I2S_RCR1_RFW(2);
  127. I2S0_RCR2 = I2S_RCR2_SYNC(1) | I2S_TCR2_BCP | I2S_RCR2_MSEL(1)
  128. | I2S_RCR2_BCD | I2S_RCR2_DIV(1);
  129. I2S0_RCR3 = I2S_RCR3_RCE;
  130. I2S0_RCR4 = I2S_RCR4_FRSZ(1) | I2S_RCR4_SYWD(31) | I2S_RCR4_MF
  131. /* | I2S_RCR4_FSE */ | I2S_RCR4_FSP | I2S_RCR4_FSD;
  132. I2S0_RCR5 = I2S_RCR5_WNW(31) | I2S_RCR5_W0W(31) | I2S_RCR5_FBT(31);
  133. CORE_PIN9_CONFIG = PORT_PCR_MUX(6); // pin 9, PTC3, I2S0_TX_BCLK
  134. CORE_PIN13_CONFIG = PORT_PCR_MUX(4); // pin 13, PTC5, I2S0_RXD0
  135. #if defined(KINETISK)
  136. dma.TCD->SADDR = &I2S0_RDR0;
  137. dma.TCD->SOFF = 0;
  138. dma.TCD->ATTR = DMA_TCD_ATTR_SSIZE(2) | DMA_TCD_ATTR_DSIZE(2);
  139. dma.TCD->NBYTES_MLNO = 4;
  140. dma.TCD->SLAST = 0;
  141. dma.TCD->DADDR = pdm_buffer;
  142. dma.TCD->DOFF = 4;
  143. dma.TCD->CITER_ELINKNO = sizeof(pdm_buffer) / 4;
  144. dma.TCD->DLASTSGA = -sizeof(pdm_buffer);
  145. dma.TCD->BITER_ELINKNO = sizeof(pdm_buffer) / 4;
  146. dma.TCD->CSR = DMA_TCD_CSR_INTHALF | DMA_TCD_CSR_INTMAJOR;
  147. #endif
  148. dma.triggerAtHardwareEvent(DMAMUX_SOURCE_I2S0_RX);
  149. update_responsibility = update_setup();
  150. dma.enable();
  151. I2S0_RCSR |= I2S_RCSR_RE | I2S_RCSR_BCE | I2S_RCSR_FRDE | I2S_RCSR_FR;
  152. I2S0_TCSR |= I2S_TCSR_TE | I2S_TCSR_BCE; // TX clock enable, because sync'd to TX
  153. dma.attachInterrupt(isr);
  154. }
  155. extern const int16_t enormous_pdm_filter_table[16384];
  156. static int filter(const uint32_t *buf)
  157. {
  158. const int16_t *table = enormous_pdm_filter_table;
  159. int sum = 0;
  160. uint32_t count = 8;
  161. do {
  162. uint32_t data1 = *buf++;
  163. uint32_t data2 = *buf++;
  164. sum += table[data1 >> 24];
  165. table += 256;
  166. sum += table[(data1 >> 16) & 255];
  167. table += 256;
  168. sum += table[(data1 >> 8) & 255];
  169. table += 256;
  170. sum += table[data1 & 255];
  171. table += 256;
  172. sum += table[data2 >> 24];
  173. table += 256;
  174. sum += table[(data2 >> 16) & 255];
  175. table += 256;
  176. sum += table[(data2 >> 8) & 255];
  177. table += 256;
  178. sum += table[data2 & 255];
  179. table += 256;
  180. } while (--count > 0);
  181. return signed_saturate_rshift(sum, 16, RSHIFT);
  182. }
  183. static int filter(const uint32_t *buf1, unsigned int n, const uint32_t *buf2)
  184. {
  185. const int16_t *table = enormous_pdm_filter_table;
  186. int sum = 0;
  187. uint32_t count = 8 - n;
  188. do {
  189. uint32_t data1 = *buf1++;
  190. uint32_t data2 = *buf1++;
  191. sum += table[data1 >> 24];
  192. table += 256;
  193. sum += table[(data1 >> 16) & 255];
  194. table += 256;
  195. sum += table[(data1 >> 8) & 255];
  196. table += 256;
  197. sum += table[data1 & 255];
  198. table += 256;
  199. sum += table[data2 >> 24];
  200. table += 256;
  201. sum += table[(data2 >> 16) & 255];
  202. table += 256;
  203. sum += table[(data2 >> 8) & 255];
  204. table += 256;
  205. sum += table[data2 & 255];
  206. table += 256;
  207. } while (--n > 0);
  208. do {
  209. uint32_t data1 = *buf2++;
  210. uint32_t data2 = *buf2++;
  211. sum += table[data1 >> 24];
  212. table += 256;
  213. sum += table[(data1 >> 16) & 255];
  214. table += 256;
  215. sum += table[(data1 >> 8) & 255];
  216. table += 256;
  217. sum += table[data1 & 255];
  218. table += 256;
  219. sum += table[data2 >> 24];
  220. table += 256;
  221. sum += table[(data2 >> 16) & 255];
  222. table += 256;
  223. sum += table[(data2 >> 8) & 255];
  224. table += 256;
  225. sum += table[data2 & 255];
  226. table += 256;
  227. } while (--count > 0);
  228. return signed_saturate_rshift(sum, 16, RSHIFT);
  229. }
  230. void AudioInputPDM::isr(void)
  231. {
  232. uint32_t daddr;
  233. const uint32_t *src;
  234. audio_block_t *left;
  235. //digitalWriteFast(3, HIGH);
  236. #if defined(KINETISK)
  237. daddr = (uint32_t)(dma.TCD->DADDR);
  238. #endif
  239. dma.clearInterrupt();
  240. if (daddr < (uint32_t)pdm_buffer + sizeof(pdm_buffer) / 2) {
  241. // DMA is receiving to the first half of the buffer
  242. // need to remove data from the second half
  243. src = pdm_buffer + AUDIO_BLOCK_SAMPLES*2;
  244. } else {
  245. // DMA is receiving to the second half of the buffer
  246. // need to remove data from the first half
  247. src = pdm_buffer;
  248. }
  249. if (update_responsibility) AudioStream::update_all();
  250. left = block_left;
  251. if (left != NULL) {
  252. // TODO: should find a way to pass the unfiltered data to
  253. // the lower priority update. This burns ~40% of the CPU
  254. // time in a high priority interrupt. Not ideal. :(
  255. int16_t *dest = left->data;
  256. for (unsigned int i=0; i < 14; i += 2) {
  257. *dest++ = filter(leftover + i, 7 - (i >> 1), src);
  258. }
  259. for (unsigned int i=0; i < AUDIO_BLOCK_SAMPLES*2-14; i += 2) {
  260. *dest++ = filter(src + i);
  261. }
  262. for (unsigned int i=0; i < 14; i++) {
  263. leftover[i] = src[AUDIO_BLOCK_SAMPLES*2 - 14 + i];
  264. }
  265. //left->data[0] = 0x7FFF;
  266. }
  267. //digitalWriteFast(3, LOW);
  268. }
  269. void AudioInputPDM::update(void)
  270. {
  271. audio_block_t *new_left, *out_left;
  272. new_left = allocate();
  273. __disable_irq();
  274. out_left = block_left;
  275. block_left = new_left;
  276. __enable_irq();
  277. if (out_left) {
  278. transmit(out_left, 0);
  279. release(out_left);
  280. }
  281. }
  282. const int16_t enormous_pdm_filter_table[16384] = {
  283. -195, -143, -143, -91, -144, -92, -93, -40, -145, -93, -94, -41,
  284. -95, -42, -43, 9, -147, -94, -95, -43, -96, -44, -44, 8,
  285. -97, -45, -45, 7, -46, 6, 5, 58, -148, -95, -96, -44,
  286. -97, -45, -46, 7, -98, -46, -47, 6, -48, 5, 4, 56,
  287. -99, -47, -48, 5, -49, 4, 3, 55, -50, 3, 2, 54,
  288. 1, 53, 52, 105, -149, -97, -98, -45, -99, -46, -47, 5,
  289. -100, -47, -48, 4, -49, 3, 3, 55, -101, -48, -49, 3,
  290. -50, 2, 1, 54, -51, 1, 0, 53, -1, 52, 51, 103,
  291. -102, -50, -50, 2, -51, 1, 0, 53, -52, 0, -1, 52,
  292. -2, 51, 50, 102, -54, -1, -2, 50, -3, 49, 49, 101,
  293. -4, 48, 48, 100, 47, 99, 98, 151, -151, -98, -99, -47,
  294. -100, -48, -48, 4, -101, -49, -49, 3, -50, 2, 1, 54,
  295. -102, -50, -51, 2, -52, 1, 0, 52, -53, 0, -1, 51,
  296. -2, 50, 50, 102, -103, -51, -52, 1, -53, 0, -1, 51,
  297. -54, -1, -2, 50, -3, 49, 48, 101, -55, -3, -3, 49,
  298. -4, 48, 47, 100, -5, 47, 46, 99, 45, 98, 97, 149,
  299. -105, -52, -53, -1, -54, -2, -3, 50, -55, -3, -4, 49,
  300. -5, 48, 47, 99, -56, -4, -5, 48, -6, 47, 46, 98,
  301. -7, 46, 45, 97, 44, 96, 95, 148, -58, -5, -6, 46,
  302. -7, 45, 45, 97, -8, 44, 44, 96, 43, 95, 94, 147,
  303. -9, 43, 42, 95, 41, 94, 93, 145, 40, 93, 92, 144,
  304. 91, 143, 143, 195, -215, -162, -161, -108, -161, -108, -107, -54,
  305. -161, -108, -107, -54, -107, -53, -53, 0, -161, -108, -107, -54,
  306. -107, -54, -53, 0, -107, -53, -53, 0, -53, 1, 1, 55,
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  1446. 1146, 624, 604, 82, 1125, 603, 583, 62, 563, 41, 21, -501,
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  1474. -95, -463, -482, -850, -114, -482, -500, -869, -519, -887, -905, -1273,
  1475. 290, -78, -96, -464, -115, -483, -501, -869, -133, -502, -520, -888,
  1476. -538, -906, -925, -1293, -152, -521, -539, -907, -557, -926, -944, -1312,
  1477. -576, -944, -962, -1331, -981, -1349, -1367, -1736, 1167, 931, 916, 680,
  1478. 901, 665, 649, 414, 885, 649, 634, 398, 618, 382, 367, 131,
  1479. 868, 632, 617, 381, 602, 366, 350, 115, 586, 350, 334, 99,
  1480. 319, 83, 68, -168, 852, 616, 600, 364, 585, 349, 334, 98,
  1481. 569, 333, 318, 82, 302, 66, 51, -185, 552, 317, 301, 65,
  1482. 286, 50, 35, -201, 270, 34, 19, -217, 3, -233, -248, -484,
  1483. 834, 598, 583, 347, 568, 332, 317, 81, 552, 316, 301, 65,
  1484. 285, 49, 34, -202, 535, 299, 284, 48, 269, 33, 18, -218,
  1485. 253, 17, 2, -234, -14, -250, -265, -501, 519, 283, 267, 32,
  1486. 252, 16, 1, -235, 236, 0, -15, -251, -31, -267, -282, -518,
  1487. 220, -16, -32, -268, -47, -283, -298, -534, -63, -299, -314, -550,
  1488. -330, -566, -581, -817, 817, 581, 566, 330, 550, 314, 299, 63,
  1489. 534, 298, 283, 47, 268, 32, 16, -220, 518, 282, 267, 31,
  1490. 251, 15, 0, -236, 235, -1, -16, -252, -32, -267, -283, -519,
  1491. 501, 265, 250, 14, 234, -2, -17, -253, 218, -18, -33, -269,
  1492. -48, -284, -299, -535, 202, -34, -49, -285, -65, -301, -316, -552,
  1493. -81, -317, -332, -568, -347, -583, -598, -834, 484, 248, 233, -3,
  1494. 217, -19, -34, -270, 201, -35, -50, -286, -65, -301, -317, -552,
  1495. 185, -51, -66, -302, -82, -318, -333, -569, -98, -334, -349, -585,
  1496. -364, -600, -616, -852, 168, -68, -83, -319, -99, -334, -350, -586,
  1497. -115, -350, -366, -602, -381, -617, -632, -868, -131, -367, -382, -618,
  1498. -398, -634, -649, -885, -414, -649, -665, -901, -680, -916, -931, -1167,
  1499. 694, 565, 553, 425, 541, 412, 400, 271, 528, 399, 388, 259,
  1500. 375, 246, 234, 105, 515, 386, 374, 245, 362, 233, 221, 92,
  1501. 349, 220, 208, 79, 196, 67, 55, -74, 502, 373, 361, 232,
  1502. 348, 219, 208, 79, 336, 207, 195, 66, 182, 53, 42, -87,
  1503. 322, 194, 182, 53, 169, 40, 28, -101, 157, 28, 16, -113,
  1504. 3, -126, -138, -267, 488, 359, 347, 218, 334, 205, 194, 65,
  1505. 322, 193, 181, 52, 168, 40, 28, -101, 308, 180, 168, 39,
  1506. 155, 26, 14, -115, 143, 14, 2, -127, -11, -140, -152, -281,
  1507. 295, 166, 154, 25, 142, 13, 1, -128, 129, 0, -12, -141,
  1508. -24, -153, -165, -294, 116, -13, -25, -154, -37, -166, -178, -307,
  1509. -50, -179, -191, -320, -203, -332, -344, -473, 473, 344, 332, 203,
  1510. 320, 191, 179, 50, 307, 178, 166, 37, 154, 25, 13, -116,
  1511. 294, 165, 153, 24, 141, 12, 0, -129, 128, -1, -13, -142,
  1512. -25, -154, -166, -295, 281, 152, 140, 11, 127, -2, -14, -143,
  1513. 115, -14, -26, -155, -39, -168, -180, -308, 101, -28, -40, -168,
  1514. -52, -181, -193, -322, -65, -194, -205, -334, -218, -347, -359, -488,
  1515. 267, 138, 126, -3, 113, -16, -28, -157, 101, -28, -40, -169,
  1516. -53, -182, -194, -322, 87, -42, -53, -182, -66, -195, -207, -336,
  1517. -79, -208, -219, -348, -232, -361, -373, -502, 74, -55, -67, -196,
  1518. -79, -208, -220, -349, -92, -221, -233, -362, -245, -374, -386, -515,
  1519. -105, -234, -246, -375, -259, -388, -399, -528, -271, -400, -412, -541,
  1520. -425, -553, -565, -694, 326, 277, 269, 220, 260, 211, 203, 154,
  1521. 250, 202, 193, 145, 184, 136, 127, 79, 241, 192, 183, 135,
  1522. 174, 126, 117, 69, 165, 117, 108, 60, 99, 51, 42, -7,
  1523. 230, 182, 173, 125, 164, 116, 107, 59, 155, 106, 98, 49,
  1524. 89, 40, 32, -17, 145, 96, 88, 39, 79, 30, 22, -27,
  1525. 69, 21, 12, -36, 3, -45, -54, -102, 220, 171, 163, 114,
  1526. 154, 105, 96, 48, 144, 96, 87, 39, 78, 30, 21, -27,
  1527. 134, 86, 77, 29, 68, 20, 11, -37, 59, 10, 2, -47,
  1528. -7, -56, -64, -113, 124, 76, 67, 18, 58, 9, 1, -48,
  1529. 48, 0, -9, -57, -18, -66, -75, -123, 39, -10, -18, -67,
  1530. -27, -76, -85, -133, -37, -85, -94, -142, -103, -151, -160, -209,
  1531. 209, 160, 151, 103, 142, 94, 85, 37, 133, 85, 76, 27,
  1532. 67, 18, 10, -39, 123, 75, 66, 18, 57, 9, 0, -48,
  1533. 48, -1, -9, -58, -18, -67, -76, -124, 113, 64, 56, 7,
  1534. 47, -2, -10, -59, 37, -11, -20, -68, -29, -77, -86, -134,
  1535. 27, -21, -30, -78, -39, -87, -96, -144, -48, -96, -105, -154,
  1536. -114, -163, -171, -220, 102, 54, 45, -3, 36, -12, -21, -69,
  1537. 27, -22, -30, -79, -39, -88, -96, -145, 17, -32, -40, -89,
  1538. -49, -98, -106, -155, -59, -107, -116, -164, -125, -173, -182, -230,
  1539. 7, -42, -51, -99, -60, -108, -117, -165, -69, -117, -126, -174,
  1540. -135, -183, -192, -241, -79, -127, -136, -184, -145, -193, -202, -250,
  1541. -154, -203, -211, -260, -220, -269, -277, -326, 62, 69, 63, 70,
  1542. 57, 64, 58, 65, 51, 57, 52, 58, 46, 52, 47, 53,
  1543. 44, 51, 45, 52, 39, 46, 40, 47, 33, 39, 34, 40,
  1544. 28, 34, 29, 35, 37, 44, 38, 45, 32, 39, 33, 40,
  1545. 26, 32, 27, 33, 21, 27, 22, 28, 19, 26, 20, 27,
  1546. 14, 21, 15, 22, 8, 14, 9, 15, 3, 9, 4, 10,
  1547. 30, 36, 31, 37, 25, 31, 26, 32, 19, 25, 19, 26,
  1548. 14, 20, 14, 21, 12, 18, 13, 19, 7, 13, 8, 14,
  1549. 1, 7, 2, 8, -4, 2, -3, 3, 5, 11, 6, 12,
  1550. 0, 6, 1, 7, -6, 0, -6, 1, -11, -5, -11, -4,
  1551. -13, -7, -12, -6, -18, -12, -17, -11, -24, -18, -23, -17,
  1552. -29, -23, -28, -22, 22, 28, 23, 29, 17, 23, 18, 24,
  1553. 11, 17, 12, 18, 6, 12, 7, 13, 4, 11, 5, 11,
  1554. -1, 6, 0, 6, -7, -1, -6, 0, -12, -6, -11, -5,
  1555. -3, 3, -2, 4, -8, -2, -7, -1, -14, -8, -13, -7,
  1556. -19, -13, -18, -12, -21, -14, -20, -14, -26, -19, -25, -19,
  1557. -32, -26, -31, -25, -37, -31, -36, -30, -10, -4, -9, -3,
  1558. -15, -9, -14, -8, -22, -15, -21, -14, -27, -20, -26, -19,
  1559. -28, -22, -27, -21, -33, -27, -32, -26, -40, -33, -39, -32,
  1560. -45, -38, -44, -37, -35, -29, -34, -28, -40, -34, -39, -33,
  1561. -47, -40, -46, -39, -52, -45, -51, -44, -53, -47, -52, -46,
  1562. -58, -52, -57, -51, -65, -58, -64, -57, -70, -63, -69, -62,
  1563. -105, -66, -69, -31, -73, -34, -37, 2, -76, -37, -40, -2,
  1564. -44, -5, -8, 31, -80, -41, -44, -6, -47, -9, -12, 27,
  1565. -51, -12, -15, 23, -18, 20, 17, 56, -84, -45, -48, -10,
  1566. -52, -13, -16, 23, -55, -16, -19, 19, -23, 16, 13, 52,
  1567. -59, -20, -23, 15, -26, 12, 9, 48, -30, 9, 6, 44,
  1568. 3, 41, 38, 77, -89, -50, -53, -14, -56, -17, -20, 18,
  1569. -60, -21, -24, 15, -27, 12, 9, 47, -63, -25, -28, 11,
  1570. -31, 8, 5, 44, -34, 4, 1, 40, -2, 37, 34, 73,
  1571. -68, -29, -32, 7, -35, 4, 1, 39, -39, 0, -3, 36,
  1572. -6, 33, 30, 68, -43, -4, -7, 32, -10, 29, 26, 64,
  1573. -14, 25, 22, 61, 19, 58, 55, 93, -93, -55, -58, -19,
  1574. -61, -22, -25, 14, -64, -26, -29, 10, -32, 7, 4, 43,
  1575. -68, -30, -33, 6, -36, 3, 0, 39, -39, -1, -4, 35,
  1576. -7, 32, 29, 68, -73, -34, -37, 2, -40, -1, -4, 34,
  1577. -44, -5, -8, 31, -11, 28, 25, 63, -47, -9, -12, 27,
  1578. -15, 24, 21, 60, -18, 20, 17, 56, 14, 53, 50, 89,
  1579. -77, -38, -41, -3, -44, -6, -9, 30, -48, -9, -12, 26,
  1580. -15, 23, 20, 59, -52, -13, -16, 23, -19, 19, 16, 55,
  1581. -23, 16, 13, 52, 10, 48, 45, 84, -56, -17, -20, 18,
  1582. -23, 15, 12, 51, -27, 12, 9, 47, 6, 44, 41, 80,
  1583. -31, 8, 5, 44, 2, 40, 37, 76, -2, 37, 34, 73,
  1584. 31, 69, 66, 105, -192, -139, -140, -87, -141, -88, -89, -36,
  1585. -142, -90, -90, -38, -92, -39, -40, 13, -144, -91, -92, -39,
  1586. -93, -40, -41, 11, -95, -42, -43, 10, -44, 9, 8, 61,
  1587. -146, -93, -94, -41, -95, -42, -43, 9, -96, -44, -45, 8,
  1588. -46, 7, 6, 59, -98, -45, -46, 6, -47, 5, 4, 57,
  1589. -49, 4, 3, 56, 2, 55, 54, 106, -148, -95, -96, -43,
  1590. -97, -44, -45, 7, -99, -46, -47, 6, -48, 5, 4, 57,
  1591. -100, -47, -48, 4, -49, 3, 2, 55, -51, 2, 1, 54,
  1592. 0, 53, 52, 104, -102, -49, -50, 3, -51, 1, 0, 53,
  1593. -53, 0, -1, 52, -2, 51, 50, 102, -54, -2, -2, 50,
  1594. -4, 49, 48, 101, -5, 48, 47, 100, 46, 98, 97, 150,
  1595. -150, -97, -98, -46, -100, -47, -48, 5, -101, -48, -49, 4,
  1596. -50, 2, 2, 54, -102, -50, -51, 2, -52, 1, 0, 53,
  1597. -53, 0, -1, 51, -3, 50, 49, 102, -104, -52, -53, 0,
  1598. -54, -1, -2, 51, -55, -2, -3, 49, -4, 48, 47, 100,
  1599. -57, -4, -5, 48, -6, 47, 46, 99, -7, 45, 44, 97,
  1600. 43, 96, 95, 148, -106, -54, -55, -2, -56, -3, -4, 49,
  1601. -57, -4, -5, 47, -6, 46, 45, 98, -59, -6, -7, 46,
  1602. -8, 45, 44, 96, -9, 43, 42, 95, 41, 94, 93, 146,
  1603. -61, -8, -9, 44, -10, 43, 42, 95, -11, 41, 40, 93,
  1604. 39, 92, 91, 144, -13, 40, 39, 92, 38, 90, 90, 142,
  1605. 36, 89, 88, 141, 87, 140, 139, 192, -215, -162, -162, -109,
  1606. -161, -108, -108, -55, -161, -108, -108, -54, -107, -54, -53, 0,
  1607. -161, -108, -107, -54, -107, -54, -53, 0, -107, -54, -53, 0,
  1608. -53, 0, 1, 54, -161, -108, -108, -54, -107, -54, -54, 0,
  1609. -107, -54, -53, 0, -53, 0, 1, 54, -107, -54, -53, 0,
  1610. -53, 0, 1, 54, -53, 0, 1, 54, 1, 54, 55, 108,
  1611. -161, -108, -108, -55, -107, -54, -54, -1, -107, -54, -54, -1,
  1612. -53, 0, 0, 53, -107, -54, -54, 0, -53, 0, 0, 54,
  1613. -53, 0, 1, 54, 1, 54, 55, 108, -107, -54, -54, -1,
  1614. -53, 0, 0, 53, -53, 0, 1, 54, 1, 54, 55, 108,
  1615. -53, 0, 1, 54, 1, 54, 55, 108, 1, 54, 55, 108,
  1616. 55, 108, 109, 162, -162, -109, -108, -55, -108, -55, -54, -1,
  1617. -108, -55, -54, -1, -54, -1, 0, 53, -108, -55, -54, -1,
  1618. -54, -1, 0, 53, -53, 0, 0, 53, 1, 54, 54, 107,
  1619. -108, -55, -54, -1, -54, -1, 0, 53, -54, 0, 0, 53,
  1620. 0, 54, 54, 107, -53, 0, 0, 53, 1, 54, 54, 107,
  1621. 1, 54, 54, 107, 55, 108, 108, 161, -108, -55, -54, -1,
  1622. -54, -1, 0, 53, -54, -1, 0, 53, 0, 53, 54, 107,
  1623. -54, -1, 0, 53, 0, 53, 54, 107, 0, 54, 54, 107,
  1624. 54, 108, 108, 161, -54, -1, 0, 53, 0, 53, 54, 107,
  1625. 0, 53, 54, 107, 54, 107, 108, 161, 0, 53, 54, 107,
  1626. 54, 108, 108, 161, 55, 108, 108, 161, 109, 162, 162, 215,
  1627. -195, -151, -149, -105, -148, -103, -102, -58, -147, -102, -101, -56,
  1628. -99, -55, -54, -9, -145, -101, -100, -55, -98, -54, -52, -8,
  1629. -97, -53, -51, -7, -50, -5, -4, 40, -144, -100, -99, -54,
  1630. -97, -53, -51, -7, -96, -52, -50, -6, -49, -4, -3, 41,
  1631. -95, -50, -49, -5, -48, -3, -2, 43, -46, -2, -1, 44,
  1632. 1, 45, 47, 91, -143, -99, -98, -53, -96, -52, -50, -6,
  1633. -95, -51, -49, -5, -48, -3, -2, 42, -94, -49, -48, -4,
  1634. -47, -2, -1, 44, -45, -1, 0, 45, 2, 46, 48, 92,
  1635. -93, -48, -47, -3, -46, -1, 0, 45, -44, 0, 1, 46,
  1636. 3, 47, 49, 93, -43, 1, 3, 47, 4, 48, 50, 94,
  1637. 5, 50, 51, 95, 52, 97, 98, 143, -143, -98, -97, -52,
  1638. -95, -51, -50, -5, -94, -50, -48, -4, -47, -3, -1, 43,
  1639. -93, -49, -47, -3, -46, -1, 0, 44, -45, 0, 1, 46,
  1640. 3, 47, 48, 93, -92, -48, -46, -2, -45, 0, 1, 45,
  1641. -44, 1, 2, 47, 4, 48, 49, 94, -42, 2, 3, 48,
  1642. 5, 49, 51, 95, 6, 50, 52, 96, 53, 98, 99, 143,
  1643. -91, -47, -45, -1, -44, 1, 2, 46, -43, 2, 3, 48,
  1644. 5, 49, 50, 95, -41, 3, 4, 49, 6, 50, 52, 96,
  1645. 7, 51, 53, 97, 54, 99, 100, 144, -40, 4, 5, 50,
  1646. 7, 51, 53, 97, 8, 52, 54, 98, 55, 100, 101, 145,
  1647. 9, 54, 55, 99, 56, 101, 102, 147, 58, 102, 103, 148,
  1648. 105, 149, 151, 195
  1649. };
  1650. /*
  1651. #! /usr/bin/perl
  1652. $mult = 32768 * 12.2; # pretty much arbitrary, if avoiding numerical overflow
  1653. open F, "impulse_response.txt" or die "Unable to open impulse_response.txt\n";
  1654. $min = $max = 0;
  1655. while (<F>) {
  1656. $n = $_ + 0;
  1657. $min = $n if $n < $min;
  1658. $max = $n if $n > $max;
  1659. $impulse[$count++] = $n;
  1660. }
  1661. close F;
  1662. #print "min = $min\n";
  1663. #print "max = $max\n";
  1664. #print "count = $count\n";
  1665. $count == 512 or die "Impulse response must be exactly 512 numbers\n";
  1666. $min = $max = 0;
  1667. $n = 0;
  1668. $count=0;
  1669. print "const int16_t enormous_pdm_filter_table[16384] = {\n";
  1670. for ($n=0; $n < 512; $n += 8) {
  1671. for ($i=0; $i < 256; $i++) {
  1672. my $sum = 0;
  1673. $sum += (($i & 0x80) ? 1 : -1) * $impulse[$n + 0] * $mult;
  1674. $sum += (($i & 0x40) ? 1 : -1) * $impulse[$n + 1] * $mult;
  1675. $sum += (($i & 0x20) ? 1 : -1) * $impulse[$n + 2] * $mult;
  1676. $sum += (($i & 0x10) ? 1 : -1) * $impulse[$n + 3] * $mult;
  1677. $sum += (($i & 0x08) ? 1 : -1) * $impulse[$n + 4] * $mult;
  1678. $sum += (($i & 0x04) ? 1 : -1) * $impulse[$n + 5] * $mult;
  1679. $sum += (($i & 0x02) ? 1 : -1) * $impulse[$n + 6] * $mult;
  1680. $sum += (($i & 0x01) ? 1 : -1) * $impulse[$n + 7] * $mult;
  1681. my $x = int($sum + $sum/abs($sum*2 || 1));
  1682. $min = $x if $x < $min;
  1683. $max = $x if $x > $max;
  1684. #print "$n : $i : $sum -> $x\n";
  1685. printf "%6d,", $x;
  1686. print "\n" if (++$count % 12) == 0;
  1687. }
  1688. }
  1689. ($max <= 32767 && $min >= -32768) or die "Numerical overflow error\n";
  1690. print "\n};\n";
  1691. print "// max=$max, min=$min\n";
  1692. */
  1693. #endif