Search Results for author: Victoria Y. H. Chua

Found 2 papers, 2 papers with code

MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization

1 code implementation30 May 2023 Victoria Y. H. Chua, Hexin Liu, Leibny Paola Garcia Perera, Fei Ting Woon, Jinyi Wong, Xiangyu Zhang, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles

To enhance the reliability and robustness of language identification (LID) and language diarization (LD) systems for heterogeneous populations and scenarios, there is a need for speech processing models to be trained on datasets that feature diverse language registers and speech patterns.

Language Identification

Investigating model performance in language identification: beyond simple error statistics

1 code implementation30 May 2023 Suzy J. Styles, Victoria Y. H. Chua, Fei Ting Woon, Hexin Liu, Leibny Paola Garcia Perera, Sanjeev Khudanpur, Andy W. H. Khong, Justin Dauwels

These overview metrics do not provide information about model performance at the level of individual speakers, recordings, or units of speech with different linguistic characteristics.

Language Identification

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