The Cascade Equivalence Hypothesis: When Do Speech LLMs Behave Like ASR$\rightarrow$LLM Pipelines? | ScienceToStartup | ScienceToStartup

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References (28)

[1]

Closing the Gap Between Text and Speech Understanding in LLMs

2025Santiago Cuervo, Skyler Seto et al.

[2]

Do Audio LLMs Really LISTEN, or Just Transcribe? Measuring Lexical vs. Acoustic Emotion Cues Reliance

2025Jingyi Chen, Zhimeng Guo et al.

[3]

Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE

Founder's Pitch

"Research analyzes when speech LLMs act similarly to ASR-to-LLM pipelines, highlighting architectural dependencies."

Speech Processing•Score: 3•View PDF ↗

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The Cascade Equivalence Hypothesis: When Do Speech LLMs Behave Like ASR$\rightarrow$LLM Pipelines?

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References (28)

Founder's Pitch

"Research analyzes when speech LLMs act similarly to ASR-to-LLM pipelines, highlighting architectural dependencies."

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The Cascade Equivalence Hypothesis: When Do Speech LLMs Behave Like ASR$\rightarrow$LLM Pipelines?

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References (28)

Founder's Pitch

"Research analyzes when speech LLMs act similarly to ASR-to-LLM pipelines, highlighting architectural dependencies."

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