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Tongan Speech Recognition Based on Layer-Wise Fine-Tuning Transfer Learning and Lexicon Parameter Enhancement

Speech recognition, as a key driver of artificial intelligence and global communication, has advanced rapidly in major languages, while studies on low-resource languages remain limited. Tongan, a representative Polynesian language, carries significant cultural value. However, Tongan speech recogniti...

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Principais autores: Junhao Geng, Dongyao Jia, Ziqi Li, Zihao He, Nengkai Wu, Weijia Zhang, Rongtao Cui
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-10-01
coleção:Applied Sciences
Assuntos:
Tongan
low-resource speech recognition
transfer learning
layer-wise fine-tuning
dictionary optimization
Acesso em linha:https://www.mdpi.com/2076-3417/15/21/11412
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