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Speech Language Models

topic2 events

papersTODAY 04:00 UTC

ParaBridge Ties Paralinguistic Cues to Dialogue Behavior in Speech Language Models

A new arXiv paper introduces ParaBridge, a method aimed at connecting the paralinguistic information in speech — such as vocal tone, speaker traits, or background noise — with the responses a spoken dialogue system produces. The authors note that while existing speech language models can detect such cues, they often fail to let that perception shape their replies, and the work targets closing that gap.

speech/dialogue/research/multimodal

papersTODAY 04:00 UTC

Joint-Output On-Policy Distillation Targets Output-Mode Gap in Speech Language Models

A new arXiv paper addresses a mismatch that arises when speech language models autoregressively generate interleaved text and acoustic tokens. The authors propose a joint-output on-policy distillation approach intended to close this output-mode gap while preserving the streaming and text-guided benefits of the interleaved design. The work falls under computation and language research and has not yet been peer reviewed.

speech/language-models/distillation/research