most citedIdeal-LLM: Integrating Dual Encoders and Language-Adapted LLM for Multilingual Speech-to-Text

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

cs.SD2025★ 1 cited

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia

Xuelong Geng, Kun Wei, Qijie Shao +18

Large Language Models (LLMs) have made significant progress in various downstream tasks, inspiring the development of Speech Understanding Language Models (SULMs) to enable compreh…

cs.SD2025

DQ-Data2vec: Decoupling Quantization for Multilingual Speech Recognition

Qijie Shao, Linhao Dong, Kun Wei +2

Data2vec is a self-supervised learning (SSL) approach that employs a teacher-student architecture for contextual representation learning via masked prediction, demonstrating remark…

eess.AS2024★ 1 cited

Ideal-LLM: Integrating Dual Encoders and Language-Adapted LLM for Multilingual Speech-to-Text

Hongfei Xue, Wei Ren, Xuelong Geng +6

Integrating audio encoders with LLMs through connectors has enabled these models to process and comprehend audio modalities, significantly enhancing speech-to-text tasks, including…