3 citations · 4 across the 5 of their papers we have counts for
5 papers
MERLIon CCS Challenge Evaluation Plan
Leibny Paola Garcia Perera, Y. H. Victoria Chua, Hexin Liu +5
This paper introduces the inaugural Multilingual Everyday Recordings- Language Identification on Code-Switched Child-Directed Speech (MERLIon CCS) Challenge, focused on developing…
Investigating model performance in language identification: beyond simple error statistics
Suzy J. Styles, Victoria Y. H. Chua, Fei Ting Woon +5
Language development experts need tools that can automatically identify languages from fluent, conversational speech, and provide reliable estimates of usage rates at the level of…
MERLIon CCS Challenge: A English-Mandarin code-switching child-directed speech corpus for language identification and diarization
Victoria Y. H. Chua, Hexin Liu, Leibny Paola Garcia Perera +7
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 sp…
PHO-LID: A Unified Model Incorporating Acoustic-Phonetic and Phonotactic Information for Language Identification
Hexin Liu, Leibny Paola Garcia Perera, Andy W. H. Khong +2
We propose a novel model to hierarchically incorporate phoneme and phonotactic information for language identification (LID) without requiring phoneme annotations for training. In…
Enhance Language Identification using Dual-mode Model with Knowledge Distillation
Hexin Liu, Leibny Paola Garcia Perera, Andy W. H. Khong +3
In this paper, we propose to employ a dual-mode framework on the x-vector self-attention (XSA-LID) model with knowledge distillation (KD) to enhance its language identification (LI…