aoiandroid/mms-lid-126-coreml-int8

MMS-LID 126 (Core ML, INT8)

Core ML conversion of MMS-LID for 126 languages, INT8 linear quantized for on-device inference on iOS/macOS.

• Base model: facebook/mms-lid-126
• Format: Core ML (.mlpackage), INT8
• Languages: 126 (ISO 639-3)

Contents

• INT8 quantized 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 126 language classes; argmax then look up ISO 639-3 in labels file.

Related

Variant	Repo
Float16	mms-lid-126-coreml
4-bit	mms-lid-126-coreml-4bit
INT8	this repo

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).