AudioIntel - Transform Audio into Actionable Intelligence

This is a submission for the AssemblyAI Challenge: Sophisticated Speech-to-Text & No More Monkey Business. 🏆

What I Built 🛠️

I built AudioIntel - a powerful platform that transforms audio content into actionable intelligence using AssemblyAI's cutting-edge APIs. The platform helps users extract valuable insights from audio content through advanced transcription, analysis, and AI-powered features. ✨

🔗 Live Demo: https://audiointel.amitwani.dev

🎥 Demo Video

Journey 🗺️

The Inspiration 💡

The idea for AudioIntel came from my own struggles with processing audio content efficiently. As someone who consumes a lot of podcasts, interviews, and video content, I often found myself wanting to quickly extract key insights without listening to hours of content. I realized this was a common pain point for many content creators, researchers, and professionals. 🎧

Learning & Iterations 📚

• 🔄 Integration with AssemblyAI's powerful APIs for transcription and analysis
• 🗣️ Leveraging AssemblyAI's speaker diarization and sentiment analysis features
• 🧠 Leveraging AssemblyAI with LeMUR for summarization, question answering, and intelligent content analysis
• ⚠️ Error handling in audio processing and real-time status updates
• 🔄 State management for handling complex UI interactions
• ⚡ Performance optimization for processing large audio files
• 💾 Database integration using Neon PostgreSQL with Drizzle ORM
• 🔒 User authentication implementation with Better Auth
• 🌐 Language translation features using Google Translate API
• 📤 File upload handling through UploadThing integration

Features Showcase ✨

Multiple Input Sources 📥

• 📁 File Upload: Support for various audio formats through UploadThing integration
• 🎙️ Browser Recording: Direct audio capture using the Web Audio API
• 📺 YouTube Integration: YouTube video to audio conversion and analysis

Real-time Analysis 📊

• 👥 Speaker diarization with timeline visualization
• 😊 Sentiment analysis with color-coded segments
• 🔍 Interactive transcript search and navigation
• 💬 Interactive chat with the transcript

Smart Content Generation 📝

• 🤖 AI-powered blog post creation
• 💭 Context-aware chat interface
• 📌 Key sections identification with timestamps

Language Translation 🌍

• 🔄 Translate transcript to multiple languages

Screenshots 📸

Multiple Sources - Audio file, Record file & YouTube 📱

Overview & Analysis 📊

Interactive Features ⚡

Tech Stack 💻

• 🔥 Framework: Next.js 14 with App Router
• 📝 Language: TypeScript
• 💾 Database: Neon PostgreSQL with Drizzle ORM
• 🎨 UI: Tailwind CSS + shadcn/ui
• 🎙️ Audio Processing: AssemblyAI
• 📤 File Upload: UploadThing
• 📊 Analytics: OpenPanel
• 🔒 Authentication: Better Auth
• 🌐 Translation: Google Translate
• 🚀 Deployment: Vercel

Techincal Archicture 🏗️

Technical Implementation ⚙️

AssemblyAI Integration 🔌

I leveraged several powerful features from AssemblyAI's SDK:

1. Transcription API

const transcript = await assemblyai.transcripts.transcribe({
  audio: fileUrl,
  speaker_labels: true,
  summarization: true,
  summary_model: "conversational",
  summary_type: "bullets",
  sentiment_analysis: true,
});

1. LeMUR for Content Generation

// Generate blog post
const { response: blogPostResponse } = await assemblyai.lemur.task({
  transcript_ids: [transcript.id],
  prompt: `Generate a blog post from the transcript in markdown format`,
  final_model: "anthropic/claude-3-5-sonnet",
});

// Generate actionable insights
const { response: insights } = await assemblyai.lemur.task({
  transcript_ids: [transcript.id],
  prompt: `Provide actionable insights from the transcript`,
  final_model: "anthropic/claude-3-5-sonnet",
});

1. LeMUR for Interactive Chat

const { response: qas } = await assemblyai.lemur.questionAnswer({
  transcript_ids: [transcriptId],
  final_model: "anthropic/claude-3-5-sonnet",
  questions: [{ question: userMessage, answer_format: "short sentence" }],
});

Future Enhancements 🚀

• Multi-language support
• Advanced analytics dashboard
• API endpoints
• Custom templates
• Advanced search capabilities

Source Code 🔗

mtwn105 / audio-intel

AudioIntel - Audio/Video Intelligence, Transcripts, Summary, and much more

🎙️ AudioIntel

Transform audio into actionable intelligence with our powerful AI platform. AudioIntel helps you extract valuable insights from audio content through transcription, analysis, and AI-powered features.

Live Demo

✨ Features

• 🎵 Multiple Input Methods

  • Upload audio files (MP3, WAV)
  • Record directly in browser
  • Analyze YouTube videos

• 🤖 AI-Powered Analysis

  • Smart summaries and key takeaways
  • Sentiment analysis
  • Speaker identification
  • Actionable insights generation

• 📝 Content Generation

  • Automatic blog post creation
  • Interactive chat with transcripts
  • Key sections identification

• 🔍 Advanced Features

  • Timeline view with precise timestamps
  • Multi-speaker detection
  • Searchable transcripts
  • Real-time sentiment tracking

🚀 Getting Started

Prerequisites

• Node.js 18+
• npm or yarn
• AssemblyAI API key

Installation

1. Clone the repository

git clone https://github.com/yourusername/audio-intel.git
cd audio-intel

2. Install dependencies

npm install
# or
yarn install

3. Set up environment variables

cp .env.example .env

Required environment variables:

ASSEMBLYAI_API_KEY=your_api_key
NEXT_PUBLIC_APP_URL=http://localhost:3000
UPLOADTHING_TOKEN=your_uploadthing_token
GOOGLE_GENERATIVE_AI_API_KEY=your_google_generative_ai_api_key
GOOGLE_TRANSLATE_API_KEY=your_google_translate_api_key
BETTER_AUTH_SECRET=your_better_auth_secret
BETTER_AUTH_BASE_URL=http://localhost:3000
DATABASE_URL=your_database_url

4. Run the development server

npm run dev
# or
yarn dev

Open…

View on GitHub

Submission 📝

This submission was made for the AssemblyAI Challenge for "Sophisticated Speech-to-Text" & "No More Monkey Business" Prompts.

Conclusion 🎉

I had a great time participating in the AssemblyAI Challenge and learned a lot from the experience. I'm looking forward to seeing what other developers come up with! 🚀

Thank you Dev.To & AssemblyAI for organizing this challenge and providing such a great platform for developers to showcase their skills! 🎉

Comments

[Mann]

Great👍🏻