add some code

managed_components/espressif__esp-dsp/applications/spectrum_box_lite/CMakeLists.txt

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+# For more information about build system see
+# https://docs.espressif.com/projects/esp-idf/en/latest/api-guides/build-system.html
+# The following five lines of boilerplate have to be in your project's
+# CMakeLists in this exact order for cmake to work correctly
+cmake_minimum_required(VERSION 3.16)
+
+include($ENV{IDF_PATH}/tools/cmake/project.cmake)
+project(spectrum_box_lite)

managed_components/espressif__esp-dsp/applications/spectrum_box_lite/README.md

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+# ESP-DSP ESP32-S3-BOX-Lite Board demo application
+
+The demo applications are developed for the ESP32-S3-BOX-Lite development board and demonstrate the usage of FFT functions from the ESP-DSP library.
+This example showcases how to use FFT functionality to process audio stream data.
+The application record sound from two microphones and show the spectrum from them at display as 2D plot.
+
+## Audio Processing Flow
+
+The audio processing flow contains next blocks:
+1. Audio processing task
+    * Read left and right channel data from the microphone
+    * Apply window multiplication to both channels
+    * Process FFT and apply bit reverse
+    * Split complex spectrum from two channels to two spectrums of two real channels
+    * Calculate absolute spectrum and convert it to dB
+    * Calculate moving average of the spectrum
+2. Image Display Task
+    * Read data from the 
+    * Write data from triple buffer to audio codec
+
+## How to use the example
+
+Just flash the application to the ESP32-S3-BOX-Lite development board, and play some music around or start to speak to the board microphones.
+The display will show the real-time spectrum.
+The microphone sensitivity could be adjusted in the code.
+
+### Hardware required
+
+This example does not require any special hardware, and can be run on any common development board.
+
+### Configure the project
+
+Under Component Config ---> DSP Library ---> DSP Optimization, it's possible to choose either the optimized or ANSI implementation, to compare them.
+
+### Build and flash
+
+Build the project and flash it to the board, then run monitor tool to view serial output (replace PORT with serial port name):
+
+```
+idf.py flash monitor
+```
+
+(To exit the serial monitor, type ``Ctrl-]``.)
+
+See the Getting Started Guide for full steps to configure and use ESP-IDF to build projects.

managed_components/espressif__esp-dsp/applications/spectrum_box_lite/main/CMakeLists.txt

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+idf_component_register(SRCS "main.c"
+                    INCLUDE_DIRS ".")

managed_components/espressif__esp-dsp/applications/spectrum_box_lite/main/idf_component.yml

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+dependencies:
+  espressif/esp-box-lite: "^2.0.3"
+  lvgl/lvgl: "^8.3.10"
+  espressif/esp-dsp:
+    version: '*'
+    override_path: "../../../../esp-dsp"

managed_components/espressif__esp-dsp/applications/spectrum_box_lite/main/main.c

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+/*
+ * SPDX-FileCopyrightText: 2022-2023 Espressif Systems (Shanghai) CO LTD
+ *
+ * SPDX-License-Identifier: CC0-1.0
+ */
+
+#include <dirent.h>
+#include <math.h>
+
+#include "bsp/esp-bsp.h"
+#include "esp_log.h"
+#include "esp_dsp.h"
+
+#include "freertos/FreeRTOS.h"
+#include "freertos/task.h"
+#include "freertos/semphr.h"
+
+#include "esp_system.h"
+#include "esp_err.h"
+#include "esp_log.h"
+#include "esp_timer.h"
+#include <malloc.h>
+
+// Amount of audio channels
+#define I2S_CHANNEL_NUM     (2)
+// Microphone Sample rate
+#define SAMPLE_RATE     (10000)
+
+#define BITS_PER_CHANNEL     16
+// Input buffer size
+#define BUFFER_PROCESS_SIZE 512
+
+static const char *TAG = "main";
+
+// Buffer to process output spectrum
+static float result_data[BUFFER_PROCESS_SIZE];
+
+// Microphone read task
+static void microphone_read_task(void *arg)
+{
+    esp_codec_dev_handle_t mic_codec_dev = NULL;
+    // Init board microphone
+    mic_codec_dev = bsp_audio_codec_microphone_init();
+    if (mic_codec_dev == NULL) {
+        ESP_LOGE(TAG, "Not possible to initialize microphone!");
+        return;
+    }
+
+    // Init esp-dsp library to use fft functionality
+    esp_err_t ret = dsps_fft2r_init_sc16(NULL, CONFIG_DSP_MAX_FFT_SIZE);
+    if (ret != ESP_OK) {
+        ESP_LOGE(TAG, "Not possible to initialize FFT esp-dsp from library!");
+        return;
+    }
+
+    esp_codec_dev_sample_info_t fs = {
+        .sample_rate = SAMPLE_RATE,
+        .channel = I2S_CHANNEL_NUM,
+        .channel_mask = 0,
+        .bits_per_sample = BITS_PER_CHANNEL,
+    };
+
+    int result = esp_codec_dev_open(mic_codec_dev, &fs);
+    if (result != ESP_OK) {
+        ESP_LOGE(TAG, "Not possible to open microphone!");
+        return;
+    }
+    // Set input microphone gain (from 1 to 100)
+    ESP_LOGI(TAG, "Adjust microphone input volume in the code here...");
+    result |= esp_codec_dev_set_in_gain(mic_codec_dev, 20.0);
+    if (result != ESP_OK) {
+        ESP_LOGE(TAG, "Not possible to set up microphone gain!");
+        return;
+    }
+
+    int audio_chunksize = BUFFER_PROCESS_SIZE;
+
+    // Allocate audio buffer and check for result
+    int16_t *audio_buffer = (int16_t *)memalign(16, (audio_chunksize + 16) * sizeof(int16_t) * I2S_CHANNEL_NUM);
+    // Allocate buffer for window
+    int16_t *wind_buffer = (int16_t *)memalign(16, (audio_chunksize + 16) * sizeof(int16_t) * I2S_CHANNEL_NUM);
+    // Generate window and convert it to int16_t
+    dsps_wind_blackman_harris_f32(result_data, audio_chunksize);
+    for (int i = 0 ; i < audio_chunksize; i++) {
+        wind_buffer[i * 2 + 0] = (int16_t)(result_data[i] * 32767);
+        wind_buffer[i * 2 + 1] = wind_buffer[i * 2 + 0];
+    }
+
+    while (true) {
+
+        // Read audio data from I2S bus
+        result = esp_codec_dev_read(mic_codec_dev, audio_buffer, audio_chunksize * sizeof(int16_t) * I2S_CHANNEL_NUM);
+        // Multiply input stream with window coefficients
+        dsps_mul_s16_ansi(audio_buffer, wind_buffer, audio_buffer, audio_chunksize * 2, 1, 1, 1, 15);
+
+        // Call FFT bit reverse
+        dsps_fft2r_sc16_ae32(audio_buffer, audio_chunksize);
+        dsps_bit_rev_sc16_ansi(audio_buffer, audio_chunksize);
+        // Convert spectrum from two input channels to two
+        // spectrums for two channels.
+        dsps_cplx2reC_sc16(audio_buffer, audio_chunksize);
+
+        // The output data array presented as moving average for input in dB
+        for (int i = 0 ; i < audio_chunksize ; i++) {
+            float spectrum_sqr = audio_buffer[i * 2 + 0] * audio_buffer[i * 2 + 0] + audio_buffer[i * 2 + 1] * audio_buffer[i * 2 + 1];
+            float spectrum_dB = 10 * log10f(0.1 + spectrum_sqr);
+            // Multiply with sime coefficient for better view data on screen
+            spectrum_dB = 4 * spectrum_dB;
+            // Apply moving average of spectrum
+            result_data[i] = 0.8 * result_data[i] + 0.2 * spectrum_dB;
+        }
+        vTaskDelay(10);
+    }
+}
+
+// Screen image width
+#define X_AXIS_SIZE (320)
+// Screen image height
+#define Y_AXIS_SIZE (240)
+
+static uint8_t screen_rgb_data[X_AXIS_SIZE * Y_AXIS_SIZE * LV_IMG_PX_SIZE_ALPHA_BYTE];
+
+static const lv_img_dsc_t img_screen_rgb = {
+    .header.always_zero = 0,
+    .header.w = X_AXIS_SIZE,
+    .header.h = Y_AXIS_SIZE,
+    .data_size = X_AXIS_SIZE * Y_AXIS_SIZE * LV_IMG_PX_SIZE_ALPHA_BYTE,
+    .header.cf = LV_IMG_CF_TRUE_COLOR_ALPHA,
+    .data = screen_rgb_data,
+};
+
+// The function convert value to RGB565 color value
+static int8_t colors[3][3] = { {0, 0, 31}, {0, 63, 0}, {31, 0, 0} };
+static uint16_t convert_to_rgb(uint8_t minval, uint8_t maxval, int8_t val)
+{
+    uint16_t result;
+
+    float i_f = (float)(val - minval) / (float)(maxval - minval) * 2;
+
+    int Ii = i_f;
+    float If = i_f - Ii;
+
+    int8_t *c1 = colors[Ii];
+    int8_t *c2 = colors[Ii + 1];
+    uint16_t res_colors[3];
+
+    res_colors[0] = c1[0] + If * (c2[0] - c1[0]);
+    res_colors[1] = c1[1] + If * (c2[1] - c1[1]);
+    res_colors[2] = c1[2] + If * (c2[2] - c1[2]);
+    result = res_colors[2] | (res_colors[1] << 5) | (res_colors[0] << 11);
+    return result;
+}
+
+// Init screen with blue values
+static void spectrum2d_picture_init()
+{
+    for (int y = 0 ; y < img_screen_rgb.header.h ; y++) {
+        for (int x = 0 ; x < img_screen_rgb.header.w ; x++) {
+            screen_rgb_data[(y * img_screen_rgb.header.w + x)*LV_IMG_PX_SIZE_ALPHA_BYTE + 0] = 0x0;
+            screen_rgb_data[(y * img_screen_rgb.header.w + x)*LV_IMG_PX_SIZE_ALPHA_BYTE + 1] = 0x1f;
+            screen_rgb_data[(y * img_screen_rgb.header.w + x)*LV_IMG_PX_SIZE_ALPHA_BYTE + 2] = 0xff;
+        }
+    }
+}
+
+// Add spectrum data to the screen
+static void spectrum2d_picture()
+{
+    for (int y = 0 ; y < (img_screen_rgb.header.h - 1) ; y++) {
+        for (int x = 0 ; x < img_screen_rgb.header.w ; x++) {
+            for (int i = 0 ; i < LV_IMG_PX_SIZE_ALPHA_BYTE ; i++) {
+                screen_rgb_data[(y * img_screen_rgb.header.w + x)*LV_IMG_PX_SIZE_ALPHA_BYTE + i] = screen_rgb_data[((y + 1) * img_screen_rgb.header.w + x) * LV_IMG_PX_SIZE_ALPHA_BYTE + i];
+            }
+        }
+    }
+
+    // Add left channel to the screen
+    // The order of the values inverted
+    for (int x = 0 ; x < img_screen_rgb.header.w / 2 ; x++) {
+        // Get inverted index value
+        int in_index = img_screen_rgb.header.w / 2 - x - 1;
+        float data = result_data[in_index];
+
+        // Limit input data
+        if (data > 127) {
+            data = 127;
+        }
+        if (data < 0) {
+            data = 0;
+        }
+
+        // Convert input value in dB to the color
+        uint16_t color_val = convert_to_rgb(0, 128, data);
+        // Split 16 bit value to two bytes, to change the bytes order
+        uint8_t *ref_val = (uint8_t *)&color_val;
+        int out_index = x;
+        screen_rgb_data[((img_screen_rgb.header.h - 1)*img_screen_rgb.header.w + out_index)*LV_IMG_PX_SIZE_ALPHA_BYTE + 0] = ref_val[1];
+        screen_rgb_data[((img_screen_rgb.header.h - 1)*img_screen_rgb.header.w + out_index)*LV_IMG_PX_SIZE_ALPHA_BYTE + 1] = ref_val[0];
+        // Set alpha value
+        screen_rgb_data[((img_screen_rgb.header.h - 1)*img_screen_rgb.header.w + out_index)*LV_IMG_PX_SIZE_ALPHA_BYTE + 2] = 0xff;
+    }
+
+    // Add right channel to the screen
+    for (int x = 0 ; x < img_screen_rgb.header.w / 2 ; x++) {
+        // Get index of right channel
+        int in_index = BUFFER_PROCESS_SIZE / 2 + x;
+        float data = result_data[in_index];
+
+        // Limit input data
+        if (data > 127) {
+            data = 127;
+        }
+        if (data < 0) {
+            data = 0;
+        }
+
+        // Convert input value in dB to the color
+        uint16_t color_val = convert_to_rgb(0, 128, data);
+        // Split 16 bit value to two bytes, to change the bytes order
+        uint8_t *ref_val = (uint8_t *)&color_val;
+        int out_index = img_screen_rgb.header.w / 2 + x;
+        screen_rgb_data[((img_screen_rgb.header.h - 1)*img_screen_rgb.header.w + out_index)*LV_IMG_PX_SIZE_ALPHA_BYTE + 0] = ref_val[1];
+        screen_rgb_data[((img_screen_rgb.header.h - 1)*img_screen_rgb.header.w + out_index)*LV_IMG_PX_SIZE_ALPHA_BYTE + 1] = ref_val[0];
+        // Set alpha value
+        screen_rgb_data[((img_screen_rgb.header.h - 1)*img_screen_rgb.header.w + out_index)*LV_IMG_PX_SIZE_ALPHA_BYTE + 2] = 0xff;
+    }
+}
+
+static void image_display_task(void *arg)
+{
+    // LV_IMG_DECLARE(img_screen_rgb);
+    lv_obj_t *img1 = lv_img_create(lv_scr_act());
+    lv_img_set_src(img1, &img_screen_rgb);
+    spectrum2d_picture_init();
+    lv_obj_align(img1, LV_ALIGN_CENTER, 0, 0);
+
+    for (;;) {
+        // Update image with new spectrum values
+        spectrum2d_picture();
+        // Update screen with new image
+        lv_obj_align(img1, LV_ALIGN_CENTER, 0, 0);
+        // Free CPU for a while
+        vTaskDelay(1);
+    }
+}
+
+void app_main(void)
+{
+    /* Initialize I2C (for touch and audio) */
+    bsp_i2c_init();
+
+    /* Initialize display and LVGL */
+    bsp_display_start();
+
+    /* Set display brightness to 100% */
+    bsp_display_backlight_on();
+
+    int ret_val = xTaskCreatePinnedToCore(&microphone_read_task, "Microphone read Task", 8 * 1024, NULL, 3, NULL, 0);
+    if (ret_val != pdPASS) {
+        ESP_LOGE(TAG, "Not possible to allocate microphone task, ret_val = %i", ret_val);
+        return;
+    }
+
+    ret_val = xTaskCreatePinnedToCore(&image_display_task, "Draw task", 10 * 1024, NULL, 5, NULL, 1);
+    if (ret_val != pdPASS) {
+        ESP_LOGE(TAG, "Not possible to allocate microphone task, ret_val= %i", ret_val);
+        return;
+    }
+}

managed_components/espressif__esp-dsp/applications/spectrum_box_lite/sdkconfig.defaults

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+# This file was generated using idf.py save-defconfig. It can be edited manually.
+# Espressif IoT Development Framework (ESP-IDF) 5.3.0 Project Minimal Configuration
+#
+CONFIG_IDF_TARGET="esp32s3"
+CONFIG_ESPTOOLPY_FLASHMODE_QIO=y
+CONFIG_ESPTOOLPY_FLASHSIZE_16MB=y
+CONFIG_SPIRAM=y
+CONFIG_SPIRAM_MODE_OCT=y
+CONFIG_SPIRAM_SPEED_80M=y
+CONFIG_ESP32S3_INSTRUCTION_CACHE_32KB=y
+CONFIG_ESP32S3_DATA_CACHE_64KB=y
+CONFIG_ESP32S3_DATA_CACHE_LINE_64B=y
+CONFIG_ESP_SYSTEM_PANIC_PRINT_HALT=y
+CONFIG_ESP_CONSOLE_USB_SERIAL_JTAG=y
+CONFIG_ESP_INT_WDT=n
+CONFIG_ESP_TASK_WDT_EN=n
+CONFIG_BSP_LCD_DRAW_BUF_HEIGHT=10
+CONFIG_LV_CONF_MINIMAL=y
+CONFIG_LV_MEM_CUSTOM=y
+CONFIG_LV_USE_ASSERT_NULL=y
+CONFIG_LV_USE_ASSERT_MALLOC=y
+CONFIG_LV_USE_PERF_MONITOR=y
+CONFIG_LV_FONT_UNSCII_8=n
+CONFIG_LV_FONT_DEFAULT_MONTSERRAT_14=y
+CONFIG_LV_TXT_ENC_UTF8=y
+CONFIG_LV_USE_ARC=y
+CONFIG_LV_USE_BTN=y
+CONFIG_LV_USE_BTNMATRIX=y
+CONFIG_LV_USE_CANVAS=y
+CONFIG_LV_USE_CHECKBOX=y
+CONFIG_LV_USE_DROPDOWN=y
+CONFIG_LV_USE_LINE=y
+CONFIG_LV_USE_ROLLER=y
+CONFIG_LV_USE_SLIDER=y
+CONFIG_LV_USE_SWITCH=y
+CONFIG_LV_USE_TEXTAREA=y
+CONFIG_LV_USE_TABLE=y
+CONFIG_LV_USE_ANIMIMG=y
+CONFIG_LV_USE_CALENDAR=y
+CONFIG_LV_USE_CHART=y
+CONFIG_LV_USE_COLORWHEEL=y
+CONFIG_LV_USE_IMGBTN=y
+CONFIG_LV_USE_KEYBOARD=y
+CONFIG_LV_USE_LED=y
+CONFIG_LV_USE_LIST=y
+CONFIG_LV_USE_MENU=y
+CONFIG_LV_USE_METER=y
+CONFIG_LV_USE_MSGBOX=y
+CONFIG_LV_USE_SPAN=y
+CONFIG_LV_USE_SPINBOX=y
+CONFIG_LV_USE_SPINNER=y
+CONFIG_LV_USE_TABVIEW=y
+CONFIG_LV_USE_TILEVIEW=y
+CONFIG_LV_USE_WIN=y
+CONFIG_LV_USE_THEME_DEFAULT=y
+CONFIG_LV_USE_THEME_BASIC=y
+CONFIG_LV_USE_FLEX=y
+CONFIG_LV_USE_GRID=y
+CONFIG_LV_USE_FS_POSIX=y
+CONFIG_LV_FS_POSIX_LETTER=83
+CONFIG_LV_USE_PNG=y
+CONFIG_LV_USE_BMP=y
+CONFIG_LV_USE_SJPG=y
+CONFIG_LV_USE_GIF=y
+CONFIG_LV_USE_SNAPSHOT=y
+CONFIG_LV_BUILD_EXAMPLES=y