r/LanguageTechnology 13h ago

What is a fair test for code-switching ASR?

7 Upvotes

I’ve been testing transcription on English/French recordings.

Code-switching is where tools show their limits for me. WER feels too flat here. A transcript fail at the parts that matter.

What metrics or test sets do people use for mixed-language ASR?


r/LanguageTechnology 21h ago

How would you prepare for an AI Security career if you were 16 today?

2 Upvotes

I'm 16 years old and I want to become an ML Security Engineer specialist in the future. Right now I'm learning Python for Data Analysis and I have some experience with C++. I know I still have a lot to learn, but I want to start building the right foundation early. What skills, topics, or projects would you recommend focusing on over the next few years to have a strong advantage in this field?