VoiceLoom: Turn Fuzzy Thoughts into Structured Knowledge

aman_yadav

Aman Yadav

Posted on November 24, 2024

VoiceLoom: Turn Fuzzy Thoughts into Structured Knowledge

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

What I Built

VoiceLoom is an AI-powered voice notes application that transforms stream-of-consciousness recordings into structured, actionable content. Powered by AssemblyAI's LeMUR model, it tackles the universal challenge of converting unstructured thoughts into organised, valuable information.

Key Features

  • Intelligent Speech-to-Text: Crystal-clear transcription using AssemblyAI's Transcription API
  • Smart Summarization: Concise summaries via the summarisation parameter in Transcription API
  • Structured Output: Transformation of fuzzy thoughts into organised content using LeMUR
  • Dynamic Title Generation: Automatic creation of contextual titles using LeMUR
  • Action Item Detection: Smart extraction of action points from voice recordings

Demo

Experience VoiceLoom: Launch App

Note: Bring your own AssemblyAI API key, configurable in settings after login.

Visual Journey 📸

Welcome to VoiceLoom

Image description

Your gateway to organized thoughts

Voice Capture Interface

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Simple, intuitive recording experience

Structured Notes View

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Your thoughts beautifully organized

Source code

Journey

After exploring AssemblyAI's comprehensive API documentation, VoiceLoom emerged as the perfect showcase for the platform's capabilities. The project addresses two key challenge prompts:

  1. Sophisticated Speech-to-Text

    • Advanced transcription with precise punctuation
    • Intelligent summary generation
  2. No More Monkey Business

    • LeMUR-powered title generation
    • Structured note formatting
    • Smart action item extraction

Universal-2 Implementation

  • Generates professional transcriptions with proper punctuation
  • Creates informative summaries from voice content

LeMUR Integration

  • Dynamic title generation based on content analysis
  • Conversion of unstructured thoughts into formatted notes
  • Intelligent action item identification

Future Roadmap 🛣️

  1. Interactive Note Analysis

    • Chat interface for note exploration
    • LeMUR-powered Q&A using transcript IDs
  2. Enhanced Insights

    • Automated note highlights
    • Intelligent pattern recognition
    • Personalised content analysis
💖 💪 🙅 🚩
aman_yadav
Aman Yadav

Posted on November 24, 2024

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