---
license: cc-by-4.0
language:
- fa
- ru
- en
- ja
- ar

tags:
- persian
- english
- fa
- russian
- ru
- codec
- speech_tokenizer
- speechtokenizer
- speech
- russian
---

# Details
Dune (doo-neh دونه as I like to call it, or just the english dune) is a fast and compact 12.5hz speech tokenizer trained on tens of thousands of hours of multilingual data. <br>

the encoder is based on nvidia's nano codec architecture that compresses your audio to 22khz FSQ tokens; the decoder, using a different design then reconstructs your input to high quality 44.1khz.

# Batched Extraction / Inference

fill in the path to your data in [dune_extraction.py](https://huggingface.co/Respair/dune_codec/blob/main/dune_extraction.py), then run it. <br><br>

```bash
~$ python dune_extraction.py
```

# Important note

this is strictly a speech tokenizer, trained only on human speech; it won't do well with music.