{"id":3521,"date":"2024-10-22T22:18:44","date_gmt":"2024-10-22T14:18:44","guid":{"rendered":"https:\/\/infernews.com\/?p=3521"},"modified":"2024-10-22T22:18:45","modified_gmt":"2024-10-22T14:18:45","slug":"ai-voice-bot-from-scratch-real-time-conversation","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/ai-voice-bot-from-scratch-real-time-conversation\/","title":{"rendered":"AI Voice Bot from Scratch: Real-Time Conversation"},"content":{"rendered":"<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"lyte-wrapper\" title=\"Coding an AI Voice Bot from Scratch: Real-Time Conversation with Python\" style=\"width:853px;max-width:100%;margin:5px auto;\"><div class=\"lyMe\" id=\"WYL_Nyo5m_glZXs\" itemprop=\"video\" itemscope itemtype=\"https:\/\/schema.org\/VideoObject\"><div><meta itemprop=\"thumbnailUrl\" content=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FNyo5m_glZXs%2Fhqdefault.jpg\" \/><meta itemprop=\"embedURL\" content=\"https:\/\/www.youtube.com\/embed\/Nyo5m_glZXs\" \/><meta itemprop=\"duration\" content=\"PT20M26S\" \/><meta itemprop=\"uploadDate\" content=\"2024-03-06T04:51:31Z\" \/><\/div><div id=\"lyte_Nyo5m_glZXs\" data-src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FNyo5m_glZXs%2Fhqdefault.jpg\" class=\"pL\"><div class=\"tC\"><div class=\"tT\" itemprop=\"name\">Coding an AI Voice Bot from Scratch: Real-Time Conversation with Python<\/div><\/div><div class=\"play\"><\/div><div class=\"ctrl\"><div class=\"Lctrl\"><\/div><div class=\"Rctrl\"><\/div><\/div><\/div><noscript><a href=\"https:\/\/youtu.be\/Nyo5m_glZXs\" rel=\"nofollow\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/plugins\/wp-youtube-lyte\/lyteCache.php?origThumbUrl=https%3A%2F%2Fi.ytimg.com%2Fvi%2FNyo5m_glZXs%2F0.jpg\" alt=\"Coding an AI Voice Bot from Scratch: Real-Time Conversation with Python\" width=\"853\" height=\"460\" \/><br \/>Watch this video on YouTube<\/a><\/noscript><meta itemprop=\"description\" content=\"\ud83d\udd11 Get your AssemblyAI API key here: https:\/\/www.assemblyai.com\/?utm_source=youtube&amp;utm_medium=referral&amp;utm_campaign=yt_smit_17 Learn how to build a real-time AI voice assistant using Python that can handle incoming calls, transcribe speech, generate intelligent responses, and provide a human-like conversational experience. Perfect for call centers, customer support, and virtual receptionist applications. In this coding tutorial, you&#039;ll integrate multiple cutting-edge technologies, including: 1. Assemblyai Speech-to-Text API for accurate real-time transcription. 2. OpenAI&#039;s powerful language models for natural language processing (NLP) and response generation. 3. ElevenLabs&#039; AI voice synthesis to convert text responses into natural-sounding audio. Step-by-step, you&#039;ll create a Python application that seamlessly combines these APIs, enabling your AI assistant to listen to incoming audio, comprehend the speech, formulate contextual responses, and communicate back with synthesized voice in real-time. Github code: https:\/\/github.com\/smithakolan\/AssemblyAI-AI-Voice-Bot\/ Timestamps: 00:00 - Intro &amp; Demo of application 01:10 - Outline of application 01:58 - Step 1: download python libraries 06:21 - Step 1: Streaming Speech-to-Text with AssemblyAI 12:11 - Step 3: OpenAI Chat completion 15:32 - Step 4: Generate Human-like audio with Elevenlabs 18:48 - Running our AI Call Assistant #AIVoiceAssistant #RealTimeSpeechRecognition #NaturalLanguageProcessing #AIVoiceSynthesis #PythonTutorial #CallCenterAutomation #VoiceBot #StreamingSpeechtoText \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac CONNECT \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac \ud83d\udda5\ufe0f Website: https:\/\/www.assemblyai.com \ud83d\udc26 Twitter: https:\/\/twitter.com\/AssemblyAI \ud83e\uddbe Discord: https:\/\/discord.gg\/Cd8MyVJAXd \u25b6\ufe0f Subscribe: https:\/\/www.youtube.com\/c\/AssemblyAI?sub_confirmation=1 \ud83d\udd25 We&#039;re hiring! Check our open roles: https:\/\/www.assemblyai.com\/careers \u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac\u25ac #MachineLearning #DeepLearning\"><\/div><\/div><div class=\"lL\" style=\"max-width:100%;width:853px;margin:5px auto;\"><\/div><figcaption><\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"googlesitekit_rrm_CAowvqSiDA:productID":"","footnotes":""},"categories":[27],"tags":[52],"class_list":["post-3521","post","type-post","status-publish","format-standard","hentry","category-paper","tag-52"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/3521","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=3521"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/3521\/revisions"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=3521"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=3521"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=3521"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}