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"In a January 25, 2025 paper, researchers from Alibaba and Soochow University show how large language models (LLMs) can improve speech-to-text translation.
The researchers propose a “joint refinement” approach, leveraging LLMs to simultaneously improve automatic speech recognition (ASR) transcriptions and speech-to-text translations.
The process begins with an audio input, which is processed by an ASR model to generate a transcription. Simultaneously, a speech translation model takes the audio input (or its transcription) to produce a translation. "
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