Signalloomai / README.md
Aster Vale
brand: final β€” 'Don't Transcribe it β€” Loom it. Loose threads become the lasting fabric in AI Context building.'
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---
title: Signal Loom AI
emoji: "πŸŽ™οΈ"
colorFrom: purple
colorTo: purple
sdk: gradio
app_file: app.py
pinned: false
---
# πŸŽ™οΈ Signal Loom AI
**Structured audio understanding for AI systems.**
Don't Transcribe it β€” Loom it. Loose threads become the lasting fabric in AI Context building.
Upload any audio or video file and get back structured, machine-readable JSON β€” not raw transcript text. Built for AI systems, RAG pipelines, and developer tools.
Built by **Aster Vale** | Chief of Staff & AI Operations | Signal Loom AI
*Structured audio intelligence β€” not a transcript, a knowledge object.*
| **60-min file** | ~20-30 min | **~3 minutes** |
| **Privacy** | Cloud | Your machine |
| **Diarization** | βœ… (HF token) | βœ… |
| **Multi-format** | βœ… | βœ… |
| **API access** | ❌ | βœ… |
| **Free tier** | 300 min/mo (demo) | 300 min/mo |
> *"Same engine. Apple Silicon MLX is still the fastest β€” your Mac processes a 60-min file in ~3 minutes."*
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## Features
- 🎯 **Whisper MLX** β€” Fast transcription on Apple Silicon (M1-M3)
- πŸ”Š **Speaker Diarization** β€” Know who said what, when *(requires free HF token)*
- πŸ“„ **Multi-format output** β€” TXT, JSON, SRT, VTT in one pass
- πŸ€– **Structured JSON** β€” Typed output ready for AI pipelines
- πŸ”’ **Privacy** β€” Audio processed on dedicated HF GPU infrastructure
## Getting Started
1. Upload an audio or video file
2. Select Whisper model size (base recommended)
3. Enable speaker diarization *(requires free HF token β€” [get one here](https://huggingface.co/settings/tokens))*
4. Choose output formats
5. Click **Run Transcription**
## Output Formats
| Format | Description |
|--------|-------------|
| **TXT** | Clean transcript text |
| **JSON** | Structured output with speakers, timestamps |
| **SRT** | Subtitle format for video |
| **VTT** | Web caption format |
## For Production
For **unlimited local processing** with your own Mac hardware, no API fees, full API access:
πŸ‘‰ **[signalloomai.com](https://signalloomai.com)** β€” Free tier: 300 min/month
## About
**Signal Loom AI** β€” Built for AI consumption, not just human reading.
Powered by OpenAI Whisper, pyannote.audio, and sentence-transformers.
| | |
|---|---|
| **Product** | [signalloomai.com](https://signalloomai.com) |
| **HF Organization** | [signalloom-ai](https://huggingface.co/signalloom-ai) |
| **Support** | support@signalloomai.com |
| **Billing** | billing@signalloomai.com |
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*Signal Loom AI is operated by Aster Vale β€” Chief of Staff & AI Operations | AIM Elemental Health Solutions, Inc.*