2 papers
cs.CL2025
Normalization through Fine-tuning: Understanding Wav2vec 2.0 Embeddings for Phonetic Analysis
Yiming Wang, Yi Yang, Jiahong Yuan
Phonetic normalization plays a crucial role in speech recognition and analysis, ensuring the comparability of features derived from raw audio data. However, in the current paradigm…
cs.LG2024
Automated Tone Transcription and Clustering with Tone2Vec
Yi Yang, Yiming Wang, ZhiQiang Tang +1
Lexical tones play a crucial role in Sino-Tibetan languages. However, current phonetic fieldwork relies on manual effort, resulting in substantial time and financial costs. This is…