The NUS-HLT System for ICASSP2024 ICMC-ASR Grand Challenge

no code implementations • 26 Dec 2023 • Meng Ge, Yizhou Peng, Yidi Jiang, Jingru Lin, Junyi Ao, Mehmet Sinan Yildirim, Shuai Wang, Haizhou Li, Mengling Feng

This paper summarizes our team's efforts in both tracks of the ICMC-ASR Challenge for in-car multi-channel automatic speech recognition.

Automatic Speech Recognition Data Augmentation +2

Selective HuBERT: Self-Supervised Pre-Training for Target Speaker in Clean and Mixture Speech

no code implementations • 8 Nov 2023 • Jingru Lin, Meng Ge, Wupeng Wang, Haizhou Li, Mengling Feng

Self-supervised pre-trained speech models were shown effective for various downstream speech processing tasks.

Self-Supervised Acoustic Word Embedding Learning via Correspondence Transformer Encoder

no code implementations • 19 Jul 2023 • Jingru Lin, Xianghu Yue, Junyi Ao, Haizhou Li

We train the model based on the idea that different realisations of the same word should be close in the underlying embedding space.

Word Embeddings