惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

GbyAI
GbyAI
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
P
Proofpoint News Feed
L
Lohrmann on Cybersecurity
S
Secure Thoughts
Attack and Defense Labs
Attack and Defense Labs
人人都是产品经理
人人都是产品经理
Stack Overflow Blog
Stack Overflow Blog
W
WeLiveSecurity
O
OpenAI News
SecWiki News
SecWiki News
博客园 - Franky
NISL@THU
NISL@THU
Microsoft Azure Blog
Microsoft Azure Blog
T
Tor Project blog
Microsoft Security Blog
Microsoft Security Blog
aimingoo的专栏
aimingoo的专栏
Security Latest
Security Latest
H
Hacker News: Front Page
Google Online Security Blog
Google Online Security Blog
P
Privacy & Cybersecurity Law Blog
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
D
Darknet – Hacking Tools, Hacker News & Cyber Security
月光博客
月光博客
李成银的技术随笔
Spread Privacy
Spread Privacy
F
Full Disclosure
F
Fortinet All Blogs
T
The Exploit Database - CXSecurity.com
Vercel News
Vercel News
AWS News Blog
AWS News Blog
WordPress大学
WordPress大学
IntelliJ IDEA : IntelliJ IDEA – the Leading IDE for Professional Development in Java and Kotlin | The JetBrains Blog
IntelliJ IDEA : IntelliJ IDEA – the Leading IDE for Professional Development in Java and Kotlin | The JetBrains Blog
V
Visual Studio Blog
J
Java Code Geeks
博客园 - 三生石上(FineUI控件)
G
Google Developers Blog
云风的 BLOG
云风的 BLOG
博客园 - 司徒正美
Engineering at Meta
Engineering at Meta
Last Week in AI
Last Week in AI
P
Palo Alto Networks Blog
宝玉的分享
宝玉的分享
T
True Tiger Recordings
N
News and Events Feed by Topic
酷 壳 – CoolShell
酷 壳 – CoolShell
Cisco Talos Blog
Cisco Talos Blog
N
News | PayPal Newsroom
S
SegmentFault 最新的问题
Jina AI
Jina AI

DEV Community

How I Prevented Claude Code from Breaking My Architecture with 18 Tests That Run in 0.4 Seconds vite HMR is silently the reason ur laptop fan wont stop AI Agents Security for Developers: Don't Let Your Agents Become a Liability Single List Keyboard Handling 9 SaaS development companies worth knowing (a technical look) Material Nova — The Best VS Code Theme of 2026 Inference Routing Is Becoming an Infrastructure Placement Problem I just build a League MBTI Analytics Why I Built My Own Site with Astro, Not WordPress when I use WordPress for a Living Hello! I'm a balloon artist who started 3D modeling 7 Next.js 16 Caching Bugs That Compile Fine and Break Silently in Production I got tired of writing READMEs so I built a tool that generates them from your GitHub URL FrontGate: a Lightweight Package Proxy for Supply Chain Security Why Your Expense Tracking Architecture Keeps Breaking Stop your AI trading agent from hallucinating technical analysis Breaking the Monorepo Barrier in a Crypto Store for Digital Products Imposter Syndrome Is Something We All Struggle With at Some Point in Our Careers Moving Beyond the Black Box: How I Built a Real-Time Voice Fitness Coach using Next.js 15, Convex, & Vapi.ai How to Recover Kafka DLQ Messages After a Schema Change Broke Your Consumer From Spec-Driven Development to Attractor-Guided Engineering Githubster free tool to track your GitHub followers and unfollowers Why Bitcoin Core RPC is Too Slow for High-Frequency Trading (And How to Fix It) Why Reading Food Labels Shouldn't Feel Like Decoding a Chemistry Exam I built a "brain" for AI coding agents — it never forgets and never stops How to Build a Local LLM Agent to Automate Work List Generation from Monthly Reports (With Jira Integration) Controlling Employee AI Usage on Managed Devices: Browser Controls, Cloudflare AI Gateway, and AWS Bedrock When Global Payment Gateways Fail, Local Solutions Shine LeetCode Solution: 13. Roman to Integer End-to-End Observability for vLLM and TGI: from DCGM to Tokens LeetCode Solution: 12. Integer to Roman 🚀 A Beginner’s First Look at Project IDX: Secure Coding from Day One Team Topologies for DevOps: A Practical Implementation Guide Seven Contradictions Shaped an Architecture. Telemedicine in Venezuela: A Technical Guide for Clinics in 2026 SSO, SAML, OIDC, and SCIM: What Actually Happens When You Click "Sign in with Google" Mastering Next.js 16 Server Actions & Forms: The Future of Full-Stack React | Muhammad Arslan Enterprise Laravel API Development: Best Practices for Performance, Security, and Scale | Muhammad Arslan How I Turned an Image Into a 3D Model in Minutes With AI Why Pure Rust WASM Is Harder Than It Looks Platform Stores Are a Dead End for Crypto Payments The VLA Testing Pipeline in Mano-AFK: When AI Agents QA Their Own Work LeetCode Solution: 10. Regular Expression Matching IPv4 Geolocation and Leasing: A Practical Guide for Network Operators Reconciling the Inefficiencies of Global Crypto Payments Platforms I Exported HT-Demucs FT to ONNX in 2026 (4 Blockers Everyone Else Gave Up On) 🤖 The Hacker in the Machine: Using AI Agents to Build Interactive Security Games Savings Plan Amortized Cost in AWS Cost Explorer: What It Is and How to Use It How to Tailor Your Resume to a Job Description in 5 Minutes (A Method That Actually Works) Flutter vs React Native in 2026: I Built the Same App in Both JWT vs Session Tokens in Spring Boot: A Senior Dev's Decision Guide How to Choose an AI Gateway in 2026 How to Teach Source Evaluation When Your Students Use ChatGPT Why Passwordless B2C Rollouts Stall at 5% (and How to Reach 60%) Rmux Review: Rust Terminal Multiplexer Built for AI Agents I realized I was only using half of what Claude Code has to offer DevOps & Deployment Essentials: Your Practical CI/CD Guide How next-generation captchas work and why it matters for automation Chat is Dead: How JSON Prompting Cut My AI Costs by 73% What if Everybody Were Suddenly... Better? OCI Web Application Firewall (WAF) Deep Dive: Architecture, Traffic Inspection, Threat Protection, and Enterprise Security Design Selling Digital Products in a Country PayPal Refuses to Touch PostgreSQL backup tool Databasus released backup verification in real database Docker containers We Connected an LLM to a 12-Year-Old Codebase. Here's What Broke. The Fallacy of Digital Platforms: Why Stripe Isn't Always King Sizce Google'ın 26 Mayıs tarihinde arama bölümünü tamamen yapay zekaya devredecek olması açık webin devamı için nasıl sonuçlanır? When Should You Use GraphRAG Instead of RAG? Big Data Is Not Just About “Huge Data” The Prefix Bubble MPP TestKit VSCode Extension - Inline HTTP 402 Payment Flow Hints The README Was a Protocol. The Entrypoint Was Still Optional. After AI Healthcare, Medical World Models May Be the Next Life-Science AI Platform Your AI Agent Doesn't Need an API Key: Entra Agent ID and Anthropic's Workload Identity Federation ECDSA - The Math That Only Goes One Way S3 Files Killed My Least Favorite Lambda Pattern BNB RPC Endpoints for Production Apps and Backend Workloads I Used to Get Excited About New Tools Now I Feel Tired. Google I/O 2026 — What I Hoped to See Beyond the Model Announcements Most 'AI agents' are just scripts with a marketing budget 🚀 Replicating the evasive VoidLink: My Journey Building Cortex C2 # new stuff dropped in duckkit 🦆 Paying the bills in a restricted country with cryptocurrency: the lie that almost killed our digital product Building Global Economies Through Better APIs: Lessons from PayPal vs Crypto for Crypto Payments in Developing Countries Verified or Not? Ep. 2 — Snyk's Own Test App Scanned With 9 Engines 17 SessionAuth Tools in OpenClaw: Integrate Any AI Framework with Wallet Infrastructure WebMCP and the Citation Paradox — What Agent-Ready Websites Actually Mean for GEO What Gemma 4 Doesn't Know About Cameroon — and What That Taught Me About Building AI for the Real World AI Can Generate Code — And Interactive Coding Playgrounds Are Becoming Essential Modern Web Guidance: Teaching AI Agents to Stop Coding Like It's 2019 The Discipline We Forgot We Had I Built a 3-Agent AI Research Crew in 250 Lines of Python (LangGraph + Free Gemini) PostgreSQL MCP: Let Claude query your databases in plain English Building digital products and Android apps under IteraTrail Fuel Price API for Fleet Cost Planning Linux File System Explained Simply Building a shot-detection worker for an upload pipeline with PySceneDetect 0.7 Wiring VMAF (and PSNR) into your encoder CI with FFmpeg 8.1 and ffmpeg-quality-metrics Bikin Chatbot Sendiri yang Bisa Jawab Pertanyaan dari Dokumen kamu Learning Arabic: Where to Start Shipping WebVTT subtitles in HLS that actually stay in sync (a hands-on guide for 2026) Understanding AI Code Fast: A 60-Second Habit for Institutional Memory
I Controlled an ESP32 Drone Using Only My Voice
David Thomas · 2026-05-21 · via DEV Community

Flying drones with joysticks is fun at first.

But after a while, every engineering student starts thinking the same thing:

“What if the drone could just listen to commands directly?”

That’s exactly what this project is about.

I built a voice controlled drone using an ESP32-based LiteWing drone, Python, and offline speech recognition. Instead of using a traditional remote controller, the drone responds to spoken commands like “takeoff,” “forward,” “left,” and “land.”

And the best part?

It works completely offline.

No cloud APIs.

No internet.

No voice assistants.

Just your voice controlling a flying machine in real time.


Why This Project Felt So Cool

Most of us have already built Bluetooth cars or Wi-Fi robots during college.

But controlling a drone using voice commands feels completely different. The first time the drone actually took off after saying “takeoff,” it honestly felt futuristic.

This project combines multiple things engineering students usually learn separately:

  • embedded systems
  • Python programming
  • networking
  • speech recognition
  • drone communication

And somehow all of them come together into one really fun build.


Hardware Setup Was Surprisingly Simple

LiteWing-Drone-and-Position-Module

The setup mainly uses:

  • LiteWing ESP32 drone
  • positioning module
  • laptop or PC
  • microphone

The laptop connects directly to the drone’s Wi-Fi access point. Voice commands are processed on the laptop and then sent wirelessly to the drone.

That means the ESP32 itself doesn’t perform speech recognition. The laptop handles all the heavy processing while the drone focuses on flying smoothly.

Honestly, this made development much easier.


The Brain of the System: Vosk Speech Recognition

For voice recognition, I used Vosk.

What made Vosk perfect for this project is that it works fully offline. Since the laptop directly connects to the drone’s Wi-Fi network, internet access usually disappears during operation. Online speech APIs would have completely failed here.

The workflow is simple:

  1. Microphone captures audio
  2. Vosk converts speech into text
  3. Python checks for keywords
  4. Commands get sent to the drone

Voice-Controlled-Drone-System-Architecture

The response feels surprisingly fast.

There’s very little delay between speaking and drone movement.


Supported Commands

The drone can understand commands like:

  • takeoff
  • land
  • forward
  • backward
  • left
  • right
  • up
  • down
  • turn left
  • turn right

I also added LED color commands because honestly… why not?

Saying “blue” and watching the drone LEDs instantly change color feels unnecessarily satisfying.


The Biggest Problem I Faced

Speech recognition accuracy.

Initially, I used the default American English Vosk model. The system kept misunderstanding commands because of accent differences. Sometimes “land” became random words, which is definitely not something you want while flying a drone.

Switching to the Indian English Vosk model improved accuracy massively. After that, command detection became much smoother and more reliable.

That small change honestly saved the whole project.


Drone Stability Matters More Than You Think

One thing I learned quickly:

Voice control is useless if the drone itself isn’t stable.

The positioning module played a huge role here. Without proper stabilization, the drone drifted too much during hover and movement commands. Updating the LiteWing firmware also improved flight stability a lot.

This project made me realize that good software still depends heavily on reliable hardware.


Future Improvements

There’s still a lot that can be added:

  • custom wake words
  • obstacle avoidance
  • multilingual support
  • gesture + voice hybrid control
  • autonomous navigation

The foundation is already there.

And honestly, once you start controlling drones with your voice, normal remotes suddenly feel boring.

Drone Projects, AI Projects, ESP32 Projects