EVERYTHING AIAI engineering, made visual
Visual edition planned
Phase 06 · Lesson 17LearnPython1 h17 lessons in phase

Audio Evaluation — WER, MOS, UTMOS, MMAU, FAD, and the Open Leaderboards

You cannot ship what you cannot measure. This lesson names the 2026 metrics for every audio task: ASR (WER, CER, RTFx), TTS (MOS, UTMOS, SECS, WER-on-ASR-round-trip), audio-language (MMAU, LongAudioBench), music (FAD, CLAP), and speaker (EER). Plus the leaderboards where you compare.

Visual edition planned

This lesson isn’t interactive yet.

It is part of the curriculum and will get the same treatment as Phase 1 — a visual cover, hands-on labs, derivations with numeric checks and a quiz. Until then, the original lesson is the best place to read it:

Part of Phase 06Speech & Audio. Use the previous / next cards below to keep browsing the phase.