Pith Number

pith:MPVT2QMV

pith:2025:MPVT2QMV6HYBKT3NDOS3XYAG56

not attested not anchored not stored refs pending

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Cheng Wen, Shuaijiang Zhao, Tingwei Guo, Wei Zou, Xiangang Li

arxiv:2504.15900 v3 · 2025-04-22 · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MPVT2QMV6HYBKT3NDOS3XYAG56}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

6 papers in Pith

Learning When to Think While Listening in Large Audio-Language Models

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

A Survey of Audio Reasoning in Multimodal Foundation Models

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models

Receipt and verification

First computed	2026-07-05T10:55:34.823537Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

63eb3d4195f1f0154f6d1ba5bbe006efa08b41e9af55725b7dd4f3792e555e31

Aliases

arxiv: 2504.15900 · arxiv_version: 2504.15900v3 · doi: 10.48550/arxiv.2504.15900 · pith_short_12: MPVT2QMV6HYB · pith_short_16: MPVT2QMV6HYBKT3N · pith_short_8: MPVT2QMV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/MPVT2QMV6HYBKT3NDOS3XYAG56 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 63eb3d4195f1f0154f6d1ba5bbe006efa08b41e9af55725b7dd4f3792e555e31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee3614d4f83be638dc5c9831d404561c843d27ac1c0a0eee3f1947ad430c4366",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-04-22T13:41:26Z",
    "title_canon_sha256": "86346e4424e976e8eee4cad33cd73609704cda6787e80279aeb508c9339095f4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.15900",
    "kind": "arxiv",
    "version": 3
  }
}