ASR-FairBench

ASR-FairBench evaluates automatic speech recognition models on word error rate, runtime factor, and fairness metrics across demographic and language attributes.

7rows
werprimary metric
2026-05-06sampled

Metadata

Metrics

WER (lower is better), RTFX (lower is better), FAAS, FS, FS_G, FS_L, FS_SEG, FS_E

Latest Results

Rank Subject WER Model Match Provenance Sampled
1 openai/whisper-small 0.08 Imported 2026-05-06
2 distil-whisper/distil-small.en 0.10 Imported 2026-05-06
3 openai/whisper-base 0.11 Imported 2026-05-06
4 openai/whisper-tiny 0.24 Imported 2026-05-06
5 facebook/mms-1b-all 0.34 Imported 2026-05-06
6 facebook/hubert-large-ls960-ft 0.40 Imported 2026-05-06
7 facebook/wav2vec2-base-960h 0.48 Imported 2026-05-06