desert-ant-labs/readable-runs
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Little brains in every product.
A European AI lab building opinionated on-device models and SDKs.
Models
| Model | What it does | Platform | Docs |
|---|---|---|---|
| Align | Word-timestamp refinement for Apple's SpeechAnalyzer pipeline. | Apple | docs |
| Clear | On-device speech enhancement: denoise, dereverb, and loudness-normalize. | Apple · Android · Linux · Windows · Web · Node | docs |
| Clips | On-device clip selection: a transcript's best non-overlapping moments, ranked. | Apple · Linux · Windows | docs |
| Ear | On-device spoken language identification across 99 languages. | Apple · Android · Linux · Windows · Web · Node | docs |
| Emo | Multilingual on-device emoji suggestion. | Apple · Android · Linux · Windows · Web · Node | docs |
| Gist | Multilingual on-device content topic tagging across a 36-topic taxonomy. | Apple · Android · Linux · Windows · Web · Node | docs |
| Redact | Multilingual on-device PII detection and redaction. | Apple · Android · Linux · Windows · Web · Node | docs |
| Shapes | On-device single-stroke shape recognition. | Apple · Android · Linux · Windows · Web · Node | docs |
| Title | On-device titles and descriptions: a short factual title and a one- to two-sentence description for any passage of text. | Apple | docs |
| Tongue | On-device language identification for short text across 84 languages. | Apple · Android · Linux · Windows · Web · Node | docs |
| Uhm | On-device filler-word detection: frame-precise "uh"/"um"/"hmm" spans. | Apple | docs |
In closed beta
Weights exist and the models work, but no SDK ships them yet, so there is nothing to install today. Ask us if you want early access.
| Model | What it does |
|---|---|
| Eye | On-device frame scoring: which shot to keep from a burst or a clip. |
| Face | On-device face matching across a photo library or through a video. |
| Moderator | On-device NSFW image detection, trained only on licensed and synthetic data. |
| Schemer | On-device structured extraction into a caller-supplied JSON schema. |
| Toxic | On-device hate-speech triage for European languages. |
| Who | On-device speaker labeling: per-person turns with timestamps. |
Every model is free up to 100k Monthly Active Devices. Unlimited inference per device.
SDKs
Drop-in SDKs for iOS, Android, and Web ship with each available model, linked in the table above. More platforms and models are on the way.
Email contact@desertant.com for early access.
spaces 11
Running
1
Redact: on-device PII redaction
🖊
On-device multilingual PII redaction, in the browser.
Running
toxic: on-device hate-speech triage
🧯
Multilingual hate-speech triage scores, fully on device
Running
2
Clear: on-device speech enhancement
🌊
Twelve real recordings, raw vs cleaned, on device
Running
gist demo
🐜
On-device content topic tagging across 101 languages
Running
1
Tongue Demo
🗣
On-device language ID — a 2 MB model that runs in-browser
models 17
desert-ant-labs/ear
Audio Classification • Updated • 19
desert-ant-labs/uhm
Audio Classification • Updated • 21 • 1
desert-ant-labs/toxic
Text Classification • Updated • 49 • 1
desert-ant-labs/tongue
Text Classification • Updated • 38
desert-ant-labs/title
Text Generation • 77.1M • Updated • 622
desert-ant-labs/shapes
Image Classification • Updated • 336
desert-ant-labs/schemer
Other • Updated • 2
desert-ant-labs/redact
Token Classification • Updated • 812 • 3
desert-ant-labs/moderator
Image Classification • Updated • 1
desert-ant-labs/emo
Text Classification • Updated • 22.7k
datasets 0
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