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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. | |