{"id":2662,"date":"2025-10-15T11:46:59","date_gmt":"2025-10-15T03:46:59","guid":{"rendered":"https:\/\/yx-virtual.com\/?post_type=docs&#038;p=2662"},"modified":"2025-11-01T17:28:13","modified_gmt":"2025-11-01T09:28:13","password":"","slug":"local-asr","status":"publish","type":"docs","link":"https:\/\/yx-virtual.com\/en\/docs\/local-asr\/","title":{"rendered":"Customized speech recognition"},"content":{"rendered":"<p>The current offline speech recognition system used in MHC_Talker is the<strong>SherpaNcnn:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GitHub project address:<br>\ud83d\udc49 <a href=\"https:\/\/github.com\/k2-fsa\/sherpa-ncnn\">https:\/\/github.com\/k2-fsa\/sherpa-ncnn<\/a><\/li>\n\n\n\n<li>Example models and documentation:<br>\ud83d\udc49 <a href=\"https:\/\/k2-fsa.github.io\/sherpa\/\" data-type=\"link\" data-id=\"https:\/\/k2-fsa.github.io\/sherpa\/\">https:\/\/k2-fsa.github.io\/sherpa\/<\/a><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>If you wish to change or customize the speech recognition model, you can edit Component_ASR under Plugins &gt; MHC_Talker Content &gt; Blueprints &gt; Component path:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"830\" height=\"434\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-138.png\" alt=\"\" class=\"wp-image-2780\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-138.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-138-300x157.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-138-768x402.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-138-18x9.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1,<strong>Introduction to Tone Recognition Programs<\/strong><\/strong><\/h3>\n\n\n\n<p>Two voice recognition systems are integrated within the current component:<\/p>\n\n\n\n<p><strong>offline identification<\/strong>: SherpaNcnn<\/p>\n\n\n\n<p><strong>Online Recognition<\/strong>: KU Xunfei<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"830\" height=\"393\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-139.png\" alt=\"\" class=\"wp-image-2782\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-139.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-139-300x142.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-139-768x364.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-139-18x9.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2,<strong>How to add custom voice recognition<\/strong><\/strong><\/h3>\n\n\n\n<p>If you wish to access your own custom recognition model in addition to your existing recognition solution, follow the process below:<\/p>\n\n\n\n<p>Add a Custom item under Enumerator<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"830\" height=\"359\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-140.png\" alt=\"\" class=\"wp-image-2783\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-140.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-140-300x130.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-140-768x332.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-140-18x8.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<p>Access the corresponding function under Custom<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"363\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-141.png\" alt=\"\" class=\"wp-image-2784\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-141.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-141-300x131.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-141-768x336.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-141-18x8.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3,<strong>Access steps using Xunfei Speech Recognition as an example<\/strong><\/strong><\/h3>\n\n\n\n<p>The following is an example of accessing Xunfei speech recognition to illustrate the specific operation process:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong><strong>Step 1: Create ED_connect_xunfei function<\/strong><\/strong><\/h4>\n\n\n\n<p>Used to initiate speech recognition while the program is running.<\/p>\n\n\n\n<p>The function Func Check Xun Fei Key is used to check whether the API ID and API KEY are valid.<\/p>\n\n\n\n<p>If you don't have an API ID, go to <a href=\"https:\/\/www.xfyun.cn\/\">Xunfei official website<\/a>\u00a0Register for an account and operate from the console:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"55\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-142.png\" alt=\"\" class=\"wp-image-2785\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-142.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-142-300x20.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-142-768x51.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-142-18x1.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<p>As shown in the figure: create a new application;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"430\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-143.png\" alt=\"\" class=\"wp-image-2786\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-143.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-143-300x155.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-143-768x398.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-143-18x9.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<p class=\"has-text-align-left\">Add \"Real-time Speech Transcription Standard Edition\" to the new application and click \"Apply for Purchase\" to get a chance to test it for free.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"565\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-144.png\" alt=\"\" class=\"wp-image-2787\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-144.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-144-300x204.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-144-768x523.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-144-18x12.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<p>Connect Channel function (C++ implementation) is used to connect to XF server. Pause XF indicates that the program needs to pause the sound function when it starts.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Step 2: Create ED_communiteWith_XunFei Function<\/strong><\/h4>\n\n\n\n<p>Used to bind events, return recognition results, and print the results to the UI.<\/p>\n\n\n\n<p>Includes ED Reconnect Xunfei, which automatically reconnects when Xunfei does not detect audio within 15 seconds to avoid recognition shutdown.<\/p>\n\n\n\n<p>Resume XF is used to reactivate the microphone.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"337\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-145.png\" alt=\"\" class=\"wp-image-2788\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-145.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-145-300x122.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-145-768x312.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-145-18x7.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Step 3: Create ED_unbind_xunfei function<\/strong><\/h4>\n\n\n\n<p>Used to unbundle events and prevent computer voices from being recognized and sent to the UI when a digital person speaks.<\/p>\n\n\n\n<p>Implemented to turn off audio and unbind recognition events.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"168\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-147.png\" alt=\"\" class=\"wp-image-2790\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-147.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-147-300x61.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-147-768x155.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-147-18x4.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>Step 4: Create ED_close_xunfei Function<\/strong><\/h4>\n\n\n\n<p>Enables safe exit from voice recognition, disconnecting from Cyberoam.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"304\" src=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-146.png\" alt=\"\" class=\"wp-image-2789\" srcset=\"https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-146.png 830w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-146-300x110.png 300w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-146-768x281.png 768w, https:\/\/yx-virtual.com\/wp-content\/uploads\/2025\/10\/image-146-18x7.png 18w\" sizes=\"(max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Summarize the process<\/strong><\/h3>\n\n\n\n<p>The overall process is as follows:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Connected Speech Recognition<\/strong>\u00a0-- Choose from programs such as SherpaNcnn or Xunfei.<\/li>\n\n\n\n<li><strong>Binding Voice Recognition<\/strong>\u00a0-- Output recognition results and print to UI<\/li>\n\n\n\n<li><strong>Unbundle Speech Recognition<\/strong>\u00a0-- No need to recognize characters' voices during conversations, avoiding interruptions<\/li>\n\n\n\n<li><strong>Turn off voice recognition<\/strong>\u00a0-- Securely disconnect recognition when exiting a game<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center\">End<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5f53\u524d\u5728MHC_Talker\u4e2d\u4f7f\u7528\u7684\u79bb\u7ebf\u8bed\u97f3\u8bc6\u522b\u7cfb\u7edf\u662fSherpaNcnn\uff1a \u5982\u679c\u4f60\u5e0c\u671b\u66f4\u6539\u6216\u81ea\u5b9a\u4e49\u8bed\u97f3\u8bc6\u522b\u6a21\u578b 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