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title: Busy Module Audio Features
emoji: "🎤"
colorFrom: indigo
colorTo: purple
sdk: docker
app_port: 7860
pinned: false
---
# Busy Module Audio Features
## Audio Feature Extraction API
This Space extracts 17 voice features from audio, including SNR, noise classification, speech rate, pitch, energy, pause analysis, and emotion features.
## API
**POST** `/extract-audio-features-base64`
```json
{
"audio_base64": "<base64-encoded-wav>",
"transcript": "I'm driving right now"
}
```
**POST** `/extract-audio-features` (multipart form)
- `audio`: audio file upload
- `transcript`: text transcript
**GET** `/health`
## Authentication
This Space requires access to private models. Add your Hugging Face token as a secret:
1. Go to **Settings** -> **Variables and secrets**.
2. Click **New secret**.
3. Name it `HF_TOKEN`.
4. Set the value to a Hugging Face access token with read permissions.
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