Codesota · Benchmark · Earnings-22Home/Leaderboards/Audio & Speech/Automatic Speech Recognition/Earnings-22
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Earnings-22.

Earnings-22 is a 119-hour corpus of real-world English earnings calls covering 22 publicly traded companies. Heavy domain vocabulary (financial terminology, proper names) and accented speech make it a tough benchmark for production ASR systems.

Paper Leaderboard
§ 01 · SOTA history

Year over year.

§ 02 · Leaderboard

Results by metric.

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Wer

Wer is the reported evaluation metric for Earnings-22. Codesota tracks published model scores on this metric so readers can compare state-of-the-art results across sources and model families.

Lower is better

Trust tiers for Werverifiedpapervendorcommunityunverified

Muted rows were not state of the art when published — an earlier or same-year result already scored better.

RankModelTrustScoreYearLinksFix
01Granite Speech 4.1 2Bunverified8.372025Paper ↗Source ↗Looks wrong?
02SYMPHONY-ASRunverified9.452026Paper ↗Looks wrong?
03Phi-4 Multimodal Instructunverified10.162025Paper ↗Source ↗Looks wrong?
04Granite Speech 3.3 2Bunverified10.252025Paper ↗Source ↗Looks wrong?
05Canary-Qwen-2.5Bunverified10.452025Paper ↗Source ↗Looks wrong?
06Cohere Transcribe (Mar 2026)unverified10.862026Paper ↗Looks wrong?
07Parakeet-tdt-0.6b-v2unverified11.152023Paper ↗Code ↗Source ↗Looks wrong?
08Lite-whisper-large-v3-turbo-accunverified11.532025Paper ↗Code ↗Source ↗Looks wrong?
09Whisper Large v3 Turbounverified11.632022Paper ↗Code ↗Source ↗Looks wrong?
10Distil-large-v3unverified11.792023Paper ↗Code ↗Source ↗Looks wrong?
11Voxtral-Mini-4B-Realtime-2602unverified11.842026Paper ↗Source ↗Looks wrong?
12Whisper Large v2unverified12.052022Paper ↗Code ↗Source ↗Looks wrong?
13Niagara-38m-batch.enunverified12.092026Paper ↗Source ↗Looks wrong?
14Distil-large-v2unverified12.192023Paper ↗Code ↗Source ↗Looks wrong?
15Parakeet-tdt_ctc-110munverified12.372023Paper ↗Code ↗Source ↗Looks wrong?
16Lite-whisper-large-v3-fastunverified12.482025Paper ↗Code ↗Source ↗Looks wrong?
17Whisper-medium.enunverified12.632022Paper ↗Code ↗Source ↗Looks wrong?
18Whisper Largeunverified12.912022Paper ↗Code ↗Source ↗Looks wrong?
19Whisper-small.enunverified12.972022Paper ↗Code ↗Source ↗Looks wrong?
20Distil-medium.enunverified12.992023Paper ↗Code ↗Source ↗Looks wrong?
21Distil-small.enunverified13.152023Paper ↗Code ↗Source ↗Looks wrong?
22VibeVoice-ASR-HFunverified13.172026Paper ↗Source ↗Looks wrong?
23Moonshine-streaming-smallunverified13.552026Paper ↗Source ↗Looks wrong?
24Owsm_ctc_v3.1_1Bunverified13.742024Paper ↗Code ↗Source ↗Looks wrong?
25Parakeet-ctc-0.6bunverified14.262023Paper ↗Source ↗Looks wrong?
26Niagara-19m-batch.enunverified14.522026Paper ↗Looks wrong?
27Parakeet-rnnt-0.6bunverified14.662023Paper ↗Source ↗Looks wrong?
28Asr-conformer-loquaciousunverified14.712025Paper ↗Looks wrong?
29Whisper-base.enunverified15.092022Paper ↗Code ↗Source ↗Looks wrong?
30Stt_en_conformer_ctc_largeunverified15.992020Paper ↗Code ↗Source ↗Looks wrong?
31Moonshine-baseunverified16.852024Paper ↗Code ↗Source ↗Looks wrong?
32Stt_en_fastconformer_ctc_largeunverified18.812023Paper ↗Source ↗Looks wrong?
33Stt_en_conformer_ctc_smallunverified18.842020Paper ↗Code ↗Source ↗Looks wrong?
34Whisper-tiny.enunverified19.122022Paper ↗Code ↗Source ↗Looks wrong?
35Stt_en_fastconformer_transducer_largeunverified19.412023Paper ↗Source ↗Looks wrong?
36Moonshine-streaming-tinyunverified20.192026Paper ↗Looks wrong?
37Moonshine-tinyunverified20.732024Paper ↗Code ↗Source ↗Looks wrong?
38Asr-wav2vec2-librispeechunverified28.522021Paper ↗Code ↗Source ↗Looks wrong?
39Mms-1b-allunverified31.172023Paper ↗Code ↗Source ↗Looks wrong?
40Wav2vec2-large-960h-lv60-selfunverified31.682020Paper ↗Code ↗Source ↗Looks wrong?
41Hubert-large-ls960-ftunverified35.242021Paper ↗Code ↗Source ↗Looks wrong?
42Hubert-xlarge-ls960-ftunverified36.132021Paper ↗Code ↗Source ↗Looks wrong?
43Wav2vec2-large-robust-ft-libri-960hunverified36.222021Paper ↗Code ↗Source ↗Looks wrong?
44Wav2vec2-conformer-rope-large-960h-ftunverified37.522020Paper ↗Code ↗Source ↗Looks wrong?
45Data2vec-audio-large-960hunverified37.822022Paper ↗Code ↗Source ↗Looks wrong?
46Wav2vec2-conformer-rel-pos-large-960h-ftunverified38.332020Paper ↗Code ↗Source ↗Looks wrong?
47wav2vec 2.0 Large (960h)unverified43.752020Paper ↗Code ↗Source ↗Looks wrong?
48Wav2vec2-base-960hunverified48.472020Paper ↗Code ↗Source ↗Looks wrong?
49Data2vec-audio-base-960hunverified49.562022Paper ↗Code ↗Source ↗Looks wrong?
50Mms-1b-fl102unverified51.872023Paper ↗Code ↗Source ↗Looks wrong?
§ 04 · Submit a result

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