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

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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…

cs.SD2024

Unveiling the Potential of LLM-Based ASR on Chinese Open-Source Datasets

Xuelong Geng, Tianyi Xu, Kun Wei +9

Large Language Models (LLMs) have demonstrated unparalleled effectiveness in various NLP tasks, and integrating LLMs with automatic speech recognition (ASR) is becoming a mainstrea…