Pith Number

pith:3DYL27DS

pith:2026:3DYL27DS2QNHIOYMYZ4LMKSTHK

not attested not anchored not stored refs pending

Speech-Hands: A Self-Reflection Voice Agentic Approach to Speech Recognition and Audio Reasoning with Omni Perception

Ankita Pasad, Arushi Goel, Boris Ginsburg, Chao-Han Huck Yang, Chenhui Chu, Hanrong Ye, Jinchuan Tian, Kunal Dhawan, Rafael Valle, Ryo Hachiuma, Shinji Watanabe, Shizhe Diao, Sreyan Ghosh, Szu-Wei Fu, Yu-Chiang Frank Wang, Yusuke Hirota, Zhehuai Chen, Zhen Wan

arxiv:2601.09413 v2 · 2026-01-14 · cs.SD · cs.AI · cs.CL · cs.MA · eess.AS

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3DYL27DS2QNHIOYMYZ4LMKSTHK}

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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

2 papers in Pith

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents

A Survey of Audio Reasoning in Multimodal Foundation Models

Receipt and verification

First computed	2026-05-20T00:05:40.490250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d8f0bd7c72d41a743b0cc678b62a533a8cae261f261b6d89ded324a119f9a9f0

Aliases

arxiv: 2601.09413 · arxiv_version: 2601.09413v2 · doi: 10.48550/arxiv.2601.09413 · pith_short_12: 3DYL27DS2QNH · pith_short_16: 3DYL27DS2QNHIOYM · pith_short_8: 3DYL27DS

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/3DYL27DS2QNHIOYMYZ4LMKSTHK \
  | 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: d8f0bd7c72d41a743b0cc678b62a533a8cae261f261b6d89ded324a119f9a9f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cf3d0e52ed88500de1bd0c7767fc6083560d005120c84a4741f6963206578047",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.MA",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2026-01-14T12:06:50Z",
    "title_canon_sha256": "b86d87f75aebdd879c383f6c60cda290b868f254574258d9f69f6dfe6ced8966"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2601.09413",
    "kind": "arxiv",
    "version": 2
  }
}