Pith Number

pith:3ICCMY4A

pith:2026:3ICCMY4A677ITGYS6CWOPOFWI7

not attested not anchored not stored refs pending

EchoDistill:Alignment Noisy-to-Clean Self-Distillation for Robust Audio LLMs

Cai Yuchen, Chunxi Luo, Gongli Xi, Jie Zhang, Jin Wang, Junhao Dong, Kaiwen Luo, Kun Wang, Liang Lin, Qiankun Li, Yuanhe Zhang, Zhenhong Zhou

arxiv:2605.23954 v1 · 2026-05-11 · cs.CL · cs.AI · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3ICCMY4A677ITGYS6CWOPOFWI7}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.

Receipt and verification

First computed	2026-05-26T00:02:23.644731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da04266380f7fe899b12f0ace7b8b647ec05c868dcf31dd0c9ddf9da1ace9986

Aliases

arxiv: 2605.23954 · arxiv_version: 2605.23954v1 · doi: 10.48550/arxiv.2605.23954 · pith_short_12: 3ICCMY4A677I · pith_short_16: 3ICCMY4A677ITGYS · pith_short_8: 3ICCMY4A

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/3ICCMY4A677ITGYS6CWOPOFWI7 \
  | 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: da04266380f7fe899b12f0ace7b8b647ec05c868dcf31dd0c9ddf9da1ace9986

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b990775778709a0dd4a515210070fd8c6839668c162ed211e4223ce6110d3a44",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2026-05-11T06:30:25Z",
    "title_canon_sha256": "24bf83fccf990c1682ff590b65ef35ee45aa6ee4d0adc5adadf6aa8692b20b5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23954",
    "kind": "arxiv",
    "version": 1
  }
}