S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models

S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/s-sondo-self-supervised-knowledge-distillation-for-general-audio-foundation-models

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-29
Score updated: 2026-04-29
Score fresh until: 2026-05-29
References: 0
Source count: 4
Coverage: 67%

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 s-sondo-self-supervised-knowledge-distillation-for-general-audio-foundation-models | Route /signal-canvas/s-sondo-self-supervised-knowledge-distillation-for-general-audio-foundation-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/s-sondo-self-supervised-knowledge-distillation-for-general-audio-foundation-models

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "s-sondo-self-supervised-knowledge-distillation-for-general-audio-foundation-models",
    "query_text": "Summarize S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models",
  "normalized_query": "2604.24933",
  "route": "/signal-canvas/s-sondo-self-supervised-knowledge-distillation-for-general-audio-foundation-models",
  "paper_ref": "s-sondo-self-supervised-knowledge-distillation-for-general-audio-foundation-models",
  "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: S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models

PDF: https://arxiv.org/pdf/2604.24933v1

Repository: https://github.com/MedAliAdlouni/ssondo

Source count: 4

Coverage: 67%

Last proof check: 2026-04-29T20:26:00.823Z

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Ready for execution: S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models

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Subject: S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models

Verdict

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S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models

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