aoiandroid/mms-lid-512-coreml-6bit

MMS-LID 512 (Core ML, 6-bit)

Core ML conversion of MMS-LID for 512 languages, 6-bit palettized for a balance of size and accuracy on iPad/Mac.

• Base model: facebook/mms-lid-512
• Format: Core ML (.mlpackage), 6-bit palettized
• Languages: 512 (ISO 639-3)

Contents

• 6-bit palettized Core ML model (.mlpackage)
• Label mapping file(s) for index to language code

Input / Output

• Input: 16 kHz mono float32 audio, 10 seconds (160,000 samples)
• Output: Logits over 512 language classes; argmax then look up ISO 639-3 in labels file.

Related

Variant	Repo
Float16	mms-lid-512-coreml
4-bit	mms-lid-512-coreml-4bit
6-bit	this repo
INT8	mms-lid-512-coreml-int8

Citation

@article{pratap2023mms,
  title={Scaling Speech Technology to 1,000+ Languages},
  author={Vineel Pratap and Andros Tjandra and Bowen Shi and Paden Tomasello and Arun Babu and Sayani Kundu and Ali Elkahky and Zhaoheng Ni and Apoorv Vyas and Maryam Fazel-Zarandi and Alexei Baevski and Yossi Adi and Xiaohui Zhang and Wei-Ning Hsu and Alexis Conneau and Michael Auli},
  journal={arXiv},
  year={2023}
}

License

CC-BY-NC-4.0 (inherited from MMS-LID).