What question did this study set out to answer?

To synthesize current methodologies and architectural advances in speech large language models designed for spoken language understanding.

July 22, 2025Open Access

A Survey on Speech Large Language Models for Understanding

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To synthesize current methodologies and architectural advances in speech large language models designed for spoken language understanding.
Surveyed contemporary speech large language model architectures and training paradigms.
Categorized speech comprehension capabilities across linguistic, paralinguistic, and non-linguistic speech features.
Speech large language models demonstrate expanded capacity to process acoustic nuances beyond conventional text-based transcription.
Integration of rich speech cues substantially improves contextual understanding in interactive human-computer interfaces.

Implication

Review demonstrates advancements in speech large language models for processing spoken cues, highlighting critical frameworks for robust human-computer interaction.

Abstract

Speech understanding is essential for interpreting the diverse forms of information embedded in spoken language, including linguistic, paralinguistic, and non-linguistic cues that are vital for effective human-computer interaction. The rapid advanceme

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Cite This Study

Peng et al. (2025) studied this question.

synapsesocial.com/papers/69db00940d8d6ef495a3ca78 https://doi.org/10.36227/techrxiv.175321809.95815200/v1

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Implication

Review demonstrates advancements in speech large language models for processing spoken cues, highlighting critical frameworks for robust human-computer interaction.

A Survey on Speech Large Language Models for Understanding

Key Points

Implication

Abstract

Discussion

Cite This Study

A Survey on Speech Large Language Models for Understanding

Key Points

Implication

Abstract

Discussion

Cite This Study

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