# Automatic Speech Recognition on Earnings21 long-form (test) Source: [Automatic Speech Recognition on Earnings21 long-form (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:35.258Z Evaluation of Automatic Speech Recognition performance on the test split of the Earnings21 long-form dataset, measured using Word Error Rate (WER). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Automatic Speech Recognition | | Dataset (including any stated split) | Earnings21 long-form (test) | | Metric | WER | | Unit | PERCENT | | Direction | Lower is better | | Results loaded | 10 of 10 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [WER](): Lower is better; unit: PERCENT. ## Recorded results | Method | WER | Result date | Report paper | | --- | --- | --- | --- | | Whisper small.en | 10.8 | Not recorded | 694239304561469362850761 | | Ours.small | 11.4 | Not recorded | 694239304561469362850761 | | Ours.small | 11.4 | Not recorded | 694239304561469362850761 | | Ours.base | 12.1 | Not recorded | 694239304561469362850761 | | Ours.small | 12.1 | Not recorded | 694239304561469362850761 | | Ours.base | 12.2 | Not recorded | 694239304561469362850761 | | Whisper base.en | 12.5 | Not recorded | 694239304561469362850761 | | Ours.small | 12.5 | Not recorded | 694239304561469362850761 | | Ours.base | 13.3 | Not recorded | 694239304561469362850761 | | Ours.base | 13.4 | Not recorded | 694239304561469362850761 | ### Whisper small.en WER: 10.8. Result ID: 699a19175698665ec49d893f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Decoder":"Attention Decoding","Chunk Size (seconds)":30}. This record does not assert independent reproduction. ### Ours.small WER: 11.4. Result ID: 699a19175698665ec49d8942. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoder":"Joint CTC-Attention","Chunk Size (seconds)":0.96}. This record does not assert independent reproduction. ### Ours.small WER: 11.4. Result ID: 699a19175698665ec49d8943. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoder":"Joint CTC-Attention","Chunk Size (seconds)":3.84}. This record does not assert independent reproduction. ### Ours.base WER: 12.1. Result ID: 699a19175698665ec49d893e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoder":"Joint CTC-Attention","Chunk Size (seconds)":3.84}. This record does not assert independent reproduction. ### Ours.small WER: 12.1. Result ID: 699a19175698665ec49d8941. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoder":"Attention Decoding","Chunk Size (seconds)":0.96}. This record does not assert independent reproduction. ### Ours.base WER: 12.2. Result ID: 699a19175698665ec49d893d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoder":"Joint CTC-Attention","Chunk Size (seconds)":0.96}. This record does not assert independent reproduction. ### Whisper base.en WER: 12.5. Result ID: 699a19175698665ec49d893a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Decoder":"Attention Decoding","Chunk Size (seconds)":30}. This record does not assert independent reproduction. ### Ours.small WER: 12.5. Result ID: 699a19175698665ec49d8940. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoder":"Attention Rescoring","Chunk Size (seconds)":0.96}. This record does not assert independent reproduction. ### Ours.base WER: 13.3. Result ID: 699a19175698665ec49d893c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoder":"Attention Decoding","Chunk Size (seconds)":0.96}. This record does not assert independent reproduction. ### Ours.base WER: 13.4. Result ID: 699a19175698665ec49d893b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Decoder":"Attention Rescoring","Chunk Size (seconds)":0.96}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.