46 citations · 51 across the 9 of their papers we have counts for
10 papers
Enhancing Code-switching Speech Recognition with Interactive Language Biases
Hexin Liu, Leibny Paola Garcia, Xiangyu Zhang +2
Languages usually switch within a multilingual speech signal, especially in a bilingual society. This phenomenon is referred to as code-switching (CS), making automatic speech reco…
Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex
Ruixing Liang, Xiangyu Zhang, Qiong Li +7
While significant advancements in artificial intelligence (AI) have catalyzed progress across various domains, its full potential in understanding visual perception remains underex…
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…
Reducing Language confusion for Code-switching Speech Recognition with Token-level Language Diarization
Hexin Liu, Haihua Xu, Leibny Paola Garcia +3
Code-switching (CS) refers to the phenomenon that languages switch within a speech signal and leads to language confusion for automatic speech recognition (ASR). This paper aims to…
PQLM -- Multilingual Decentralized Portable Quantum Language Model for Privacy Protection
Shuyue Stella Li, Xiangyu Zhang, Shu Zhou +4
With careful manipulation, malicious agents can reverse engineer private information encoded in pre-trained language models. Security concerns motivate the development of quantum p…
Quasi-periodic oscillations of the X-ray burst from the magnetar SGR J1935+2154 and associated with the fast radio burst FRB 200428
Xiaobo Li, Mingyu Ge, Lin Lin +92
The origin(s) and mechanism(s) of fast radio bursts (FRBs), which are short radio pulses from cosmological distances, have remained a major puzzle since their discovery. We report…
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…