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Publication date Communities Collections Article title Author(s) Journal/Conference
26 Jan 2026 SERC Institute for Infocomm Research Latent-RQ: Enhancing Speech Pre-training with Latent Representations and Random Quantization Muhammad Huzaifah, Hardik Sailor, Jeremy Wong, Nancy Chen, Ai Ti Aw Proceedings of the AAAI 2026 Workshop on Audio-Centric AI: Towards Real-World Multimodal Reasoning and Application Use Cases (Audio-AAAI)
26 Jan 2026 SERC Institute for Infocomm Research Train multi-modal LLM to understand diverse speech paralinguistics by distilling from teacher with meta-information prompt Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw AAAI Audio-Centric AI Workshop
6 Dec 2025 SERC Institute for Infocomm Research Speech in-context learning of paralinguistic tasks Jeremy H. M. Wong, Muhammad Huzaifah, Nancy F. Chen, Ai Ti Aw 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
6 Dec 2025 SERC Institute for Infocomm Research Diversity and complementarity of speech encoders across diverse tasks in a multi-modal large language model Jeremy H. M. Wong, Muhammad Huzaifah, Hardik B. Sailor, Shuo Sun, Kye Min Tan, Bin Wang, Qiongqiong Wang, Wenyu Zhang, Xunlong Zou, Nancy F. Chen, Ai Ti Aw 2025 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
5 Nov 2025 SERC Institute for Infocomm Research Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data Qiongqiong Wang, Hardik B. Sailor, Tianchi Liu, Wenyu Zhang, Muhammad Huzaifah, Nattadaporn Lertcheva, Shuo Sun, Nancy Chen, JINYANG WU, AiTi Aw The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025)
22 May 2024 SERC Institute for Infocomm Research Evaluating Code-Switching Translation with Large Language Models Muhammad Huzaifah, WEIHUA ZHENG, Nattapol Chanpaisit, Kui Wu LREC-COLING 2024
14 Jul 2023 SERC Institute for Infocomm Research I2R’s End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task Muhammad Huzaifah, Kye Min Tan, Richeng Duan Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023)
27 Jan 2023 SERC Institute for Infocomm Research An Analysis of Semantically-Aligned Speech-Text Embeddings Muhammad Huzaifah, Ivan Kukanov 2022 IEEE Spoken Language Technology Workshop (SLT)