Multilingual Transcription Across 99 Languages With Dialect Recognition

via “multilingual-speech-transcription-with-language-detection”

automatic-speech-recognition model by undefined. 72,89,517 downloads.

Unique: Whisper's multilingual capability stems from training on 680k hours of multilingual audio from the web, creating a shared embedding space where language tokens are learned jointly — the Core ML quantized version preserves this through careful layer pruning that maintains the language identification head while reducing overall parameters

vs others: Outperforms language-specific ASR models on low-resource languages due to cross-lingual transfer, and requires no separate language detection pipeline unlike traditional ASR systems that chain language ID → language-specific model