{"id":5392,"date":"2023-02-23T18:47:22","date_gmt":"2023-02-23T17:47:22","guid":{"rendered":"https:\/\/www.pschatzmann.ch\/home\/?p=5392"},"modified":"2023-07-14T18:32:56","modified_gmt":"2023-07-14T16:32:56","slug":"arduino-audiotools-display-fft-result-on-a-led-matrix","status":"publish","type":"post","link":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/","title":{"rendered":"Arduino AudioTools: Display the FFT Result on a LED Matrix"},"content":{"rendered":"<p>I have added a simple output class to my <a href=\"https:\/\/github.com\/pschatzmann\/arduino-audio-tools\">Arduino Audio Tools<\/a> which can display the result of a FFT analysis on an LED Matrix. For my tests, I am using a <strong>32 x 8 LED Matrix<\/strong>, but first we need to test the functionality.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix-300x300.jpeg\" alt=\"\" width=\"300\" height=\"300\" class=\"alignnone size-medium wp-image-5391\" srcset=\"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix-300x300.jpeg 300w, https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix-150x150.jpeg 150w, https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix-768x768.jpeg 768w, https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix-120x120.jpeg 120w, https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix.jpeg 800w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/p>\n<h3>Determine the Wiring Logic<\/h3>\n<p>I am using the <a href=\"https:\/\/fastled.io\/\">FastLED<\/a> library to update the LEDs. To simplify the processing I am providing the <a href=\"https:\/\/pschatzmann.github.io\/arduino-audio-tools\/classaudio__tools_1_1_l_e_d_output.html\">LEDOutput<\/a> class.<\/p>\n<pre><code>#include \"AudioTools.h\"\n#include \"AudioLibs\/LEDOutput.h\"\n\n#define PIN_LEDS 22\n#define LED_X 32\n#define LED_Y 8\n\nLEDOutput led; \/\/ output to LED matrix\nint pos = 0;\n\nvoid setup() {\n  Serial.begin(115200);\n  AudioLogger::instance().begin(Serial, AudioLogger::Info);\n\n  \/\/ Setup LED matrix output\n  auto lcfg = led.defaultConfig();\n  lcfg.x = LED_X;\n  lcfg.y = LED_Y;\n  led.begin(lcfg);\n\n  \/\/ add LEDs\n  FastLED.addLeds&lt;WS2812B, PIN_LEDS, GRB&gt;(led.ledData(), led.ledCount());\n}\n\nvoid loop() { \n   led.led(pos++) = CRGB::Red;\n   FastLED.show();\n   delay(500);\n}\n<\/code><\/pre>\n<p>The sketch above demonstrates that the matrix uses a <strong>serpentine layout<\/strong>.<\/p>\n<h3>Testing the Wiring Logic<\/h3>\n<p>We can use the <strong>is_serpentine_layout<\/strong> parameter to select the serpentine layout.<\/p>\n<pre><code>#include \"AudioTools.h\"\n#include \"AudioLibs\/LEDOutput.h\"\n\n#define PIN_LEDS 22\n#define LED_X 32\n#define LED_Y 8\n\nLEDOutput led; \/\/ output to LED matrix\nint x = 0;\nint y = 7;\n\nvoid setup() {\n  Serial.begin(115200);\n  AudioLogger::instance().begin(Serial, AudioLogger::Info);\n\n  \/\/ Setup LED matrix output\n  auto lcfg = led.defaultConfig();\n  lcfg.x = LED_X;\n  lcfg.y = LED_Y;\n  lcfg.is_serpentine_layout = true\n  led.begin(lcfg);\n\n  \/\/ add LEDs\n  FastLED.addLeds&lt;WS2812B, PIN_LEDS, GRB&gt;(led.ledData(), led.ledCount());\n}\n\nvoid loop() { \n   led.ledXY(x++,y) = CRGB::Red;\n   FastLED.show();\n   delay(500);\n}\n<\/code><\/pre>\n<p>The sketch above should update the leds from the <strong>top row from left to right<\/strong>!<\/p>\n<h3>The FFT Output<\/h3>\n<p>Finally here is the sketch that uses the <strong>AudioKit as input<\/strong> and displays the <strong>FFT result on the LED Matrix<\/strong>. If you missed my blog about FFT, I suggest that you <a href=\"https:\/\/www.pschatzmann.ch\/home\/2022\/04\/19\/fast-fourier-transform-fft-with-the-audio-tools-library\/\">have a look at it<\/a>.<\/p>\n<pre><code>#include \"AudioTools.h\"\n#include \"AudioLibs\/AudioKit.h\"\n#include \"AudioLibs\/AudioRealFFT.h\" \/\/ or AudioKissFFT\n#include \"AudioLibs\/LEDOutput.h\"\n\n#define PIN_LEDS 22\n#define LED_X 32\n#define LED_Y 8\n\nAudioKitStream kit;  \/\/ Audio source\nAudioRealFFT fft; \/\/ or AudioKissFFT\nLEDOutput led(fft); \/\/ output to LED matrix\nStreamCopy copier(fft, kit);  \/\/ copy mic to fft\n\nvoid setup() {\n  Serial.begin(115200);\n  AudioLogger::instance().begin(Serial, AudioLogger::Info);\n\n  \/\/ setup Audiokit as input device\n  auto cfg = kit.defaultConfig(RX_MODE);\n  cfg.input_device = AUDIO_HAL_ADC_INPUT_LINE2;\n  kit.begin(cfg);\n\n  \/\/ Setup FFT output\n  auto tcfg = fft.defaultConfig();\n  tcfg.length = 1024; \n  tcfg.copyFrom(cfg);\n  fft.begin(tcfg);\n\n  \/\/ Setup LED matrix output\n  auto lcfg = led.defaultConfig();\n  lcfg.x = LED_X;\n  lcfg.y = LED_Y;\n  lcfg.is_serpentine_layout = true\n  lcfg.fft_group_bin = 3;\n  lcfg.fft_start_bin = 0;\n  lcfg.fft_max_magnitude = 40000;\n  led.begin(lcfg);\n\n  \/\/ add LEDs\n  FastLED.addLeds&lt;WS2812B, PIN_LEDS, GRB&gt;(led.ledData(), led.ledCount());\n}\n\nvoid loop() { \n  \/\/ update FFT\n  copier.copy();\n  \/\/ update LEDs\n  led.update();\n}\n<\/code><\/pre>\n<p>We use a fft length of 1024 which gives 512 frequency buckets. We support plenty of <a href=\"is_serpentine_layout\">led configuration parameters<\/a>: When we output the data we put the buckets into groups of 3. The max magnitude parameter will drive how sensitive the display of the bars will be.<\/p>\n<p>You can define your own <strong>callback functions<\/strong> to define your custom update logic or for determining the colours.<\/p>\n<p>Here are the examples that can be found on Github:<\/p>\n<ul>\n<li><a href=\"https:\/\/github.com\/pschatzmann\/arduino-audio-tools\/blob\/main\/examples\/examples-audiokit\/streams-audiokit-fft-led\/streams-audiokit-fft-led.ino\">streams-audiokit-fft-led<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/pschatzmann\/arduino-audio-tools\/blob\/main\/examples\/examples-basic-api\/basic-a2dp-fft-led\/basic-a2dp-fft-led.ino\">basic-a2dp-fft-led<\/a><\/li>\n<\/ul>\n<p><strong>Please note that this API has changed: so use the updated example which uses the FFTDispay class from the Github link!<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>I have added a simple output class to my Arduino Audio Tools which can display the result of a FFT analysis on an LED Matrix. For my tests, I am using a 32 x 8 LED Matrix, but first we need to test the functionality. Determine the Wiring Logic I [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":5391,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"footnotes":""},"categories":[20,22],"tags":[39],"class_list":["post-5392","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-arduino","category-machine-sound","tag-fft"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Arduino AudioTools: Display the FFT Result on a LED Matrix - Phil Schatzmann<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Arduino AudioTools: Display the FFT Result on a LED Matrix - Phil Schatzmann\" \/>\n<meta property=\"og:description\" content=\"I have added a simple output class to my Arduino Audio Tools which can display the result of a FFT analysis on an LED Matrix. For my tests, I am using a 32 x 8 LED Matrix, but first we need to test the functionality. Determine the Wiring Logic I [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/\" \/>\n<meta property=\"og:site_name\" content=\"Phil Schatzmann\" \/>\n<meta property=\"article:published_time\" content=\"2023-02-23T17:47:22+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-14T16:32:56+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"800\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"pschatzmann\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"pschatzmann\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/\"},\"author\":{\"name\":\"pschatzmann\",\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/#\\\/schema\\\/person\\\/73a53638a4e34e8373405fd737dac9b1\"},\"headline\":\"Arduino AudioTools: Display the FFT Result on a LED Matrix\",\"datePublished\":\"2023-02-23T17:47:22+00:00\",\"dateModified\":\"2023-07-14T16:32:56+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/\"},\"wordCount\":255,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/#\\\/schema\\\/person\\\/73a53638a4e34e8373405fd737dac9b1\"},\"image\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.pschatzmann.ch\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/led-matrix.jpeg\",\"keywords\":[\"FFT\"],\"articleSection\":[\"Arduino\",\"Machine Sound\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/\",\"url\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/\",\"name\":\"Arduino AudioTools: Display the FFT Result on a LED Matrix - Phil Schatzmann\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.pschatzmann.ch\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/led-matrix.jpeg\",\"datePublished\":\"2023-02-23T17:47:22+00:00\",\"dateModified\":\"2023-07-14T16:32:56+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.pschatzmann.ch\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/led-matrix.jpeg\",\"contentUrl\":\"https:\\\/\\\/www.pschatzmann.ch\\\/wp-content\\\/uploads\\\/2023\\\/02\\\/led-matrix.jpeg\",\"width\":800,\"height\":800},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/2023\\\/02\\\/23\\\/arduino-audiotools-display-fft-result-on-a-led-matrix\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Arduino AudioTools: Display the FFT Result on a LED Matrix\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/#website\",\"url\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/\",\"name\":\"Phil Schatzmann Consulting\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/#\\\/schema\\\/person\\\/73a53638a4e34e8373405fd737dac9b1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/home\\\/#\\\/schema\\\/person\\\/73a53638a4e34e8373405fd737dac9b1\",\"name\":\"pschatzmann\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/wp-content\\\/uploads\\\/2022\\\/08\\\/pschatzmann.png\",\"url\":\"https:\\\/\\\/www.pschatzmann.ch\\\/wp-content\\\/uploads\\\/2022\\\/08\\\/pschatzmann.png\",\"contentUrl\":\"https:\\\/\\\/www.pschatzmann.ch\\\/wp-content\\\/uploads\\\/2022\\\/08\\\/pschatzmann.png\",\"width\":305,\"height\":305,\"caption\":\"pschatzmann\"},\"logo\":{\"@id\":\"https:\\\/\\\/www.pschatzmann.ch\\\/wp-content\\\/uploads\\\/2022\\\/08\\\/pschatzmann.png\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Arduino AudioTools: Display the FFT Result on a LED Matrix - Phil Schatzmann","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/","og_locale":"en_US","og_type":"article","og_title":"Arduino AudioTools: Display the FFT Result on a LED Matrix - Phil Schatzmann","og_description":"I have added a simple output class to my Arduino Audio Tools which can display the result of a FFT analysis on an LED Matrix. For my tests, I am using a 32 x 8 LED Matrix, but first we need to test the functionality. Determine the Wiring Logic I [&hellip;]","og_url":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/","og_site_name":"Phil Schatzmann","article_published_time":"2023-02-23T17:47:22+00:00","article_modified_time":"2023-07-14T16:32:56+00:00","og_image":[{"width":800,"height":800,"url":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix.jpeg","type":"image\/jpeg"}],"author":"pschatzmann","twitter_card":"summary_large_image","twitter_misc":{"Written by":"pschatzmann","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/#article","isPartOf":{"@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/"},"author":{"name":"pschatzmann","@id":"https:\/\/www.pschatzmann.ch\/home\/#\/schema\/person\/73a53638a4e34e8373405fd737dac9b1"},"headline":"Arduino AudioTools: Display the FFT Result on a LED Matrix","datePublished":"2023-02-23T17:47:22+00:00","dateModified":"2023-07-14T16:32:56+00:00","mainEntityOfPage":{"@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/"},"wordCount":255,"commentCount":0,"publisher":{"@id":"https:\/\/www.pschatzmann.ch\/home\/#\/schema\/person\/73a53638a4e34e8373405fd737dac9b1"},"image":{"@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/#primaryimage"},"thumbnailUrl":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix.jpeg","keywords":["FFT"],"articleSection":["Arduino","Machine Sound"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/","url":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/","name":"Arduino AudioTools: Display the FFT Result on a LED Matrix - Phil Schatzmann","isPartOf":{"@id":"https:\/\/www.pschatzmann.ch\/home\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/#primaryimage"},"image":{"@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/#primaryimage"},"thumbnailUrl":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix.jpeg","datePublished":"2023-02-23T17:47:22+00:00","dateModified":"2023-07-14T16:32:56+00:00","breadcrumb":{"@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/#primaryimage","url":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix.jpeg","contentUrl":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2023\/02\/led-matrix.jpeg","width":800,"height":800},{"@type":"BreadcrumbList","@id":"https:\/\/www.pschatzmann.ch\/home\/2023\/02\/23\/arduino-audiotools-display-fft-result-on-a-led-matrix\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.pschatzmann.ch\/home\/"},{"@type":"ListItem","position":2,"name":"Arduino AudioTools: Display the FFT Result on a LED Matrix"}]},{"@type":"WebSite","@id":"https:\/\/www.pschatzmann.ch\/home\/#website","url":"https:\/\/www.pschatzmann.ch\/home\/","name":"Phil Schatzmann Consulting","description":"","publisher":{"@id":"https:\/\/www.pschatzmann.ch\/home\/#\/schema\/person\/73a53638a4e34e8373405fd737dac9b1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.pschatzmann.ch\/home\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":["Person","Organization"],"@id":"https:\/\/www.pschatzmann.ch\/home\/#\/schema\/person\/73a53638a4e34e8373405fd737dac9b1","name":"pschatzmann","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2022\/08\/pschatzmann.png","url":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2022\/08\/pschatzmann.png","contentUrl":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2022\/08\/pschatzmann.png","width":305,"height":305,"caption":"pschatzmann"},"logo":{"@id":"https:\/\/www.pschatzmann.ch\/wp-content\/uploads\/2022\/08\/pschatzmann.png"}}]}},"post_mailing_queue_ids":[],"_links":{"self":[{"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/posts\/5392","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/comments?post=5392"}],"version-history":[{"count":17,"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/posts\/5392\/revisions"}],"predecessor-version":[{"id":5863,"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/posts\/5392\/revisions\/5863"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/media\/5391"}],"wp:attachment":[{"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/media?parent=5392"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/categories?post=5392"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.pschatzmann.ch\/home\/wp-json\/wp\/v2\/tags?post=5392"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}