An End-To-End Speech Recognition Model for the North Shaanxi Dialect: Design and Evaluation

An End-To-End Speech Recognition Model for the North Shaanxi Dialect: Design and Evaluation

The coal mining industry in Northern Shaanxi is robust, with a prevalent use of the local dialect, known as “Shapu”, characterized by a distinct Northern Shaanxi accent. This study addresses the practical need for speech recognition in this dialect. We propose an end-to-end speech recognition model...

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Bibliographic Details
Main Authors: Yi Qin, Feifan Yu
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Sensors
Subjects:
dialect speech recognition
coal mining industry
end to end
Conformer model
Transformer model
Connectionist Temporal Classification (CTC)
Online Access:https://www.mdpi.com/1424-8220/25/2/341
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