JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions

JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/jastin-aligning-llms-for-zero-shot-audio-and-speech-evaluation-via-natural-language-instructions

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-07
Score updated: 2026-05-07
Score fresh until: 2026-06-06
References: 0
Source count: 3
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID jastin-aligning-llms-for-zero-shot-audio-and-speech-evaluation-via-natural-language-instructions | Route /signal-canvas/jastin-aligning-llms-for-zero-shot-audio-and-speech-evaluation-via-natural-language-instructions

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/jastin-aligning-llms-for-zero-shot-audio-and-speech-evaluation-via-natural-language-instructions

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "jastin-aligning-llms-for-zero-shot-audio-and-speech-evaluation-via-natural-language-instructions",
    "query_text": "Summarize JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions",
  "normalized_query": "2605.04505",
  "route": "/signal-canvas/jastin-aligning-llms-for-zero-shot-audio-and-speech-evaluation-via-natural-language-instructions",
  "paper_ref": "jastin-aligning-llms-for-zero-shot-audio-and-speech-evaluation-via-natural-language-instructions",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions

PDF: https://arxiv.org/pdf/2605.04505v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-07T20:28:08.211Z

Signal Canvas receipt window

Watch and verify: JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions

/buildability/jastin-aligning-llms-for-zero-shot-audio-and-speech-evaluation-via-natural-language-instructions

Watchwatch

Subject: JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

JASTIN: Aligning LLMs for Zero-Shot Audio and Speech Evaluation via Natural Language Instructions

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