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Xlsr English
X
Xlsr English
Developed by ashesicsis1
基於facebook/wav2vec2-xls-r-300m在librispeech_asr數據集上微調的英語語音識別模型
Downloads 18
Release Time : 5/29/2022
Model Overview
該模型是針對英語語音識別任務優化的XLS-R架構模型，在LibriSpeech數據集上取得了較低的詞錯誤率
Model Features
低詞錯誤率
在評估集上達到0.1451的詞錯誤率，表現優異
基於XLS-R架構
採用facebook的wav2vec2-xls-r-300m預訓練模型作為基礎
精細調優
經過30輪訓練和線性學習率調度優化
Model Capabilities
英語語音識別
音頻轉文本
大規模語音數據處理
Use Cases
語音轉錄
有聲書轉錄
將英語有聲讀物自動轉換為文本
高準確率的轉錄結果
會議記錄
自動生成英語會議的文本記錄
輔助技術
聽力輔助
為聽障人士提供即時語音轉文字服務
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