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#include <stdio.h> | ||
#include <stdlib.h> | ||
#include <math.h> | ||
#include <complex.h> | ||
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#include "arm_math.h" | ||
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#include "pico/stdlib.h" | ||
#include "pico/multicore.h" | ||
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#include "hardware/clocks.h" | ||
#include "hardware/dma.h" | ||
#include "inmp441.pio.h" | ||
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#include "fbank.h" | ||
#include "sha_rnn_intf.h" | ||
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#include "u8g2.h" | ||
#include "u8g2_ili9486_driver.h" | ||
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#define INMP441_PIN_SD (16) | ||
#define INMP441_PIN_SCK (14) | ||
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#define SAMPLERATE (16000UL) | ||
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#define FRAME_OFFSET (FRAME_LEN - FRAME_STEP) | ||
#define CHUNK_SIZE ((SHARNN_BRICK_SIZE * FRAME_STEP) + (FRAME_OFFSET)) | ||
#define CHUNK_READ_SIZE (CHUNK_SIZE - FRAME_OFFSET) | ||
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#define UPDATE_TIME_MS (1000UL * CHUNK_READ_SIZE / SAMPLERATE) | ||
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// #define DEBUG_PRINTF | ||
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static int32_t samples[2][CHUNK_SIZE]; | ||
static float input[CHUNK_SIZE] = {0.0}; | ||
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static u8g2_t u8g2; | ||
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static void(core1_entry)(void) | ||
{ | ||
size_t debounce_count = 0; | ||
size_t label; | ||
size_t result = 0; | ||
float prob; | ||
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printf("Core 1 running!\n"); | ||
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while (true) | ||
{ | ||
multicore_fifo_push_blocking(result); // Signal to Core0 that we're ready for more work | ||
float(*fbins)[NUM_FILT] = (float(*)[NUM_FILT])multicore_fifo_pop_blocking(); | ||
#ifdef DEBUG_PRINTF | ||
uint32_t start_time = time_us_32(); | ||
#endif | ||
sha_rnn_process(fbins, &prob, &label); | ||
if (debounce_count) | ||
{ | ||
if (label == 0) | ||
{ | ||
debounce_count--; | ||
if (!debounce_count) | ||
{ | ||
result = 0; | ||
} | ||
} | ||
} | ||
else | ||
{ | ||
if (label > 0) | ||
{ | ||
if (prob >= 0.8) | ||
{ | ||
printf(" | %.3f | Detected keyword: %s |\n", time_us_32() / 1000.0, fbank_label_idx_to_str(label)); | ||
debounce_count = 1; | ||
result = label; | ||
} | ||
} | ||
} | ||
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#ifdef DEBUG_PRINTF | ||
float t_ms = (time_us_32() - start_time) / 1000.0; | ||
printf(" | %.3f | Core 1: inf. time: %.3f ms, util: %.2f%%, prob: %f, label: %d %s |\n", | ||
time_us_32() / 1000.0, t_ms, 100 * t_ms / UPDATE_TIME_MS, | ||
prob, | ||
label, fbank_label_idx_to_str(label)); | ||
#endif | ||
} | ||
} | ||
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static float fbins_out[SHARNN_BRICK_SIZE][NUM_FILT]; | ||
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int main() | ||
{ | ||
char tmp[64] = " "; | ||
size_t n = 4; | ||
PIO pio = pio1; | ||
int sm; | ||
size_t bi = 0; | ||
static float fbins[SHARNN_BRICK_SIZE][NUM_FILT]; | ||
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stdio_init_all(); | ||
set_sys_clock_khz(280000, true); | ||
stdio_uart_init_full(uart0, 921600, 0, 1); | ||
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u8g2_Setup_ili9486_8bit_480x320_f(&u8g2); | ||
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u8g2_InitDisplay(&u8g2); | ||
u8g2_SetPowerSave(&u8g2, 0); | ||
u8g2_ClearDisplay(&u8g2); | ||
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u8g2_SetFont(&u8g2, u8g2_font_logisoso22_tr); | ||
u8g2_DrawStr(&u8g2, 40, 40, "Keyword spotting demo"); | ||
u8g2_SetFont(&u8g2, u8g2_font_luRS18_te); | ||
u8g2_DrawStr(&u8g2, 40, 80, "Recognized keywords:"); | ||
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for (size_t i = 1; i < NUM_LABELS; i++) | ||
{ | ||
n += snprintf(&tmp[n], sizeof(tmp) - n, "%s, ", fbank_label_idx_to_str(i)); | ||
assert(n < sizeof(tmp)); | ||
} | ||
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u8g2_DrawStr(&u8g2, 40, 120, tmp); | ||
u8g2_SendBuffer(&u8g2); | ||
u8g2_SetFont(&u8g2, u8g2_font_inb49_mf); | ||
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multicore_launch_core1(core1_entry); | ||
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fbank_init(); | ||
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uint offset = pio_add_program(pio, &inmp441_program); | ||
sm = pio_claim_unused_sm(pio, true); | ||
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int dma_ch = dma_claim_unused_channel(true); | ||
dma_channel_config channel_config = dma_channel_get_default_config(dma_ch); | ||
channel_config_set_dreq(&channel_config, pio_get_dreq(pio, sm, false)); | ||
channel_config_set_transfer_data_size(&channel_config, DMA_SIZE_32); | ||
channel_config_set_write_increment(&channel_config, true); | ||
channel_config_set_read_increment(&channel_config, false); | ||
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dma_channel_configure(dma_ch, | ||
&channel_config, | ||
NULL, | ||
&pio->rxf[sm], | ||
CHUNK_READ_SIZE, | ||
false); | ||
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inmp441_program_init(pio, sm, offset, SAMPLERATE, INMP441_PIN_SD, INMP441_PIN_SCK); | ||
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const uint LED_PIN = PICO_DEFAULT_LED_PIN; | ||
gpio_init(LED_PIN); | ||
gpio_set_dir(LED_PIN, GPIO_OUT); | ||
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printf("Starting\n"); | ||
dma_channel_set_write_addr(dma_ch, (void *)samples[bi], true); | ||
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while (true) | ||
{ | ||
gpio_put(LED_PIN, 1); | ||
dma_channel_wait_for_finish_blocking(dma_ch); | ||
#ifdef DEBUG_PRINTF | ||
uint32_t start_time = time_us_32(); | ||
#endif | ||
dma_channel_set_write_addr(dma_ch, (void *)&samples[bi ^ 1][FRAME_OFFSET], true); | ||
gpio_put(LED_PIN, 0); | ||
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for (size_t i = FRAME_OFFSET; i < CHUNK_SIZE; i++) | ||
{ | ||
input[i] = (float)(samples[bi][i]); | ||
input[i] /= (1UL << 24); | ||
input[i] *= 0.075; | ||
} | ||
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fbank(input, (float(*)[32])fbins, CHUNK_SIZE); | ||
sha_rnn_norm((float *)fbins, SHARNN_BRICK_SIZE); | ||
memmove(input, &input[CHUNK_SIZE - FRAME_OFFSET], FRAME_OFFSET * sizeof(float)); | ||
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// Check if Core1 is ready for more work | ||
if (multicore_fifo_rvalid()) | ||
{ | ||
size_t label = multicore_fifo_pop_blocking(); | ||
// Send a copy of the feature buffer to Core1 | ||
memcpy(fbins_out, fbins, SHARNN_BRICK_SIZE * NUM_FILT * sizeof(float)); | ||
multicore_fifo_push_blocking((uint32_t)fbins_out); | ||
if (label > 0) | ||
{ | ||
u8g2_DrawStr(&u8g2, (480 - 176) / 2, 220, fbank_label_idx_to_str(label)); | ||
} | ||
else | ||
{ | ||
u8g2_SetDrawColor(&u8g2, 0); | ||
u8g2_DrawBox(&u8g2, (480 - 176) / 2, 150, 220, 100); | ||
u8g2_SetDrawColor(&u8g2, 1); | ||
} | ||
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u8g2_SendBuffer(&u8g2); | ||
} | ||
else | ||
{ | ||
printf("Core1 not keeping up!\n"); | ||
} | ||
#ifdef DEBUG_PRINTF | ||
float t_ms = (time_us_32() - start_time) / 1000.0; | ||
printf(" | %.3f | Core 0: proc. time: %.3f ms, util: %.2f%% |\n", | ||
time_us_32() / 1000.0, t_ms, 100 * t_ms / UPDATE_TIME_MS); | ||
#endif | ||
bi ^= 1; | ||
} | ||
} |