Code-Switching Detection via Language-Selective Dimensions in Speech Foundation Models

Researchers developed a method to detect code-switching directly from speech using language-selective dimensions in pretrained speech encoders like Whisper-small, achieving high accuracy across 14 language pairs without needing full transcription.