Comparison of Time-Frequency Representations for Environmental Sound Classification using Convolutional Neural Networks. - Muhammad Huzaifah 001 (CoRR, 2017)

Conditioning a Recurrent Neural Network to synthesize musical instrument transients. - Lonce Wyse; Muhammad Huzaifah 001 (CoRR, 2019)

Deep generative models for musical audio synthesis. - Muhammad Huzaifah 001; Lonce Wyse (CoRR, 2020)

MTCRNN: A multi-scale RNN for directed audio texture synthesis. - Muhammad Huzaifah 001; Lonce Wyse (CoRR, 2020)

Applying visual domain style transfer and texture synthesis techniques to audio: insights and challenges. - Muhammad Huzaifah bin Md Shahrin; Lonce Wyse (Neural Comput. Appl., 2020)

An Analysis of Semantically-Aligned Speech-Text Embeddings. - Muhammad Huzaifah 001; Ivan Kukanov (SLT, 2022)

Analysis of Joint Speech-Text Embeddings for Semantic Matching. - Muhammad Huzaifah 001; Ivan Kukanov (CoRR, 2022)

I2R's End-to-End Speech Translation System for IWSLT 2023 Offline Shared Task. - Muhammad Huzaifah 001; Kye Min Tan; Richeng Duan (IWSLT@ACL, 2023)

Evaluating Code-Switching Translation with Large Language Models. - Muhammad Huzaifah 001; Weihua Zheng; Nattapol Chanpaisit; Kui Wu (LREC/COLING, 2024)

MERaLiON-SpeechEncoder: Towards a Speech Foundation Model for Singapore and Beyond. - Muhammad Huzaifah 001; Geyu Lin; Tianchi Liu 004; Hardik B. Sailor; Kye Min Tan; Tarun Kumar Vangani; Qiongqiong Wang; Jeremy H. M. Wong; Nancy F. Chen; Ai Ti Aw (CoRR, 2024)

Incorporating Contextual Paralinguistic Understanding in Large Speech-Language Models. - Qiongqiong Wang; Hardik B. Sailor; Jeremy H. M. Wong; Tianchi Liu 004; Shuo Sun; Wenyu Zhang; Muhammad Huzaifah 001; Nancy F. Chen; Ai Ti Aw (CoRR, 2025)