Downloads · 30 days
79
100% of all-time downloads
Respair/dune_codec
dune_codec is a machine learning model from Respair. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc-by-4.0.
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
Downloads · 30 days
79
100% of all-time downloads
All-time downloads
79
Public
Repo size
1.4 GB
Likes
1
Public
Click a slice to open those files.
.pth1.4 GB · 100%
From the Hugging Face model README
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.
fill in the path to your data in dune_extraction.py, then run it. <br><br>
~$ python dune_extraction.py
this is strictly a speech tokenizer, trained only on human speech; it won't do well with music.