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    <title>Forem: Darien Calcedo Aguirre</title>
    <description>The latest articles on Forem by Darien Calcedo Aguirre (@darien_calcedoaguirre_48).</description>
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      <title>Forem: Darien Calcedo Aguirre</title>
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      <title>Real-Time Spanish Voice Agent with Python, AssemblyAI &amp; &lt;100ms Latency</title>
      <dc:creator>Darien Calcedo Aguirre</dc:creator>
      <pubDate>Sun, 27 Jul 2025 21:36:35 +0000</pubDate>
      <link>https://forem.com/darien_calcedoaguirre_48/real-time-spanish-voice-agent-with-python-assemblyai-100ms-latency-20ce</link>
      <guid>https://forem.com/darien_calcedoaguirre_48/real-time-spanish-voice-agent-with-python-assemblyai-100ms-latency-20ce</guid>
      <description>&lt;h1&gt;
  
  
  🧠 Real-Time Voice Assistant with AssemblyAI
&lt;/h1&gt;

&lt;p&gt;&lt;em&gt;This is a submission for the &lt;a href="https://dev.to/challenges/assemblyai-2025-07-16"&gt;AssemblyAI Voice Agents Challenge&lt;/a&gt;&lt;/em&gt;  &lt;/p&gt;

&lt;h2&gt;
  
  
  💡 What I Built
&lt;/h2&gt;

&lt;p&gt;This project is a real-time voice assistant designed for the &lt;strong&gt;Real-Time Voice Performance&lt;/strong&gt; category of the AssemblyAI Challenge.&lt;/p&gt;

&lt;p&gt;It listens continuously and reacts instantly to spoken commands like:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🕒 “Dime la hora”&lt;/li&gt;
&lt;li&gt;💡 “Enciende la luz”&lt;/li&gt;
&lt;li&gt;🔕 “Apaga la luz”&lt;/li&gt;
&lt;li&gt;🚨 “Activa la alarma”&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;With latency under &lt;strong&gt;100 ms&lt;/strong&gt;, it demonstrates fast and natural voice interaction. Perfect for use cases like smart homes or accessibility tools.&lt;/p&gt;

&lt;h2&gt;
  
  
  🎥 Demo Video
&lt;/h2&gt;

&lt;p&gt;Here's a short demo showing how the voice assistant works in real time:&lt;br&gt;&lt;br&gt;
📎 &lt;a href="https://drive.google.com/file/d/11Gm7kksCqOcNxICWuHKLCu20VsyQ0bNl/view?usp=sharing" rel="noopener noreferrer"&gt;Watch the video on Google Drive&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  🔗 GitHub Repository
&lt;/h2&gt;

&lt;p&gt;🗂️ &lt;a href="https://github.com/Calcedo87/AI-Voice-Agent" rel="noopener noreferrer"&gt;GitHub – Calcedo87/AI-Voice-Agent&lt;/a&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  ⚙️ Technical Overview
&lt;/h2&gt;

&lt;p&gt;The assistant uses a modular architecture based on the following components:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;🎙️ &lt;strong&gt;Audio Input&lt;/strong&gt;: &lt;code&gt;MicrophoneStream&lt;/code&gt; captures real-time audio.&lt;/li&gt;
&lt;li&gt;🧠 &lt;strong&gt;Command Matching&lt;/strong&gt;: &lt;code&gt;handle_command()&lt;/code&gt; detects commands using fuzzy matching.&lt;/li&gt;
&lt;li&gt;🗣️ &lt;strong&gt;Text-to-Speech&lt;/strong&gt;: Uses &lt;code&gt;pyttsx3&lt;/code&gt; for voice responses.&lt;/li&gt;
&lt;li&gt;🔌 &lt;strong&gt;AssemblyAI Integration&lt;/strong&gt;: Real-time transcription via WebSocket streaming API.&lt;/li&gt;
&lt;/ul&gt;

&lt;h3&gt;
  
  
  🔧 AssemblyAI Integration Snippet
&lt;/h3&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;
python
API_ENDPOINT = f"wss://streaming.assemblyai.com/v3/ws?{urlencode(CONNECTION_PARAMS)}"

ws_app = websocket.WebSocketApp(
    API_ENDPOINT,
    header={"Authorization": MY_API_KEY},
    on_open=on_open,
    on_message=on_message,
    on_error=on_error,
    on_close=on_close,
)

---

👤 Built by [@Calcedo87](https://github.com/Calcedo87)  
Thanks for checking out my project!
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

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      <category>devchallenge</category>
      <category>assemblyaichallenge</category>
      <category>ai</category>
      <category>api</category>
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